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Artificial Intelligence (AI) in Life Sciences Market

Artificial Intelligence (AI) in Life Sciences Market Size, Share & Trends Analysis Report By Application (Drug Discovery, Medical Diagnosis, Biotechnology, Clinical Trials, Precision and Personalized Medicine, Patient Monitoring, Novel Drug Candidates, Drug Optimization and Repurposing Preclinical Testing and Approval, Drug Monitoring,  Finding New Diseases Associated Targets and Pathways,  Understanding Disease Mechanisms,  Aggregating and Synthesizing Information,  Formation & Qualification of Hypotheses,  De Novo Drug Design,  Finding Drug Targets of an Old Drug), By Technology (Machine Learning (ML), Deep Learning (DL), Natural Language Processing (NLP), Others), By Drug Type (Small Molecule, Large Molecule), By Offering (Software, Services), By Indication (Immuno-Oncology, Neurodegenerative Diseases, Cardiovascular Diseases, Metabolic Diseases, Others), By End user (Pharmaceutical & Biotechnology Companies, Contract Research Organizations (CROs), Research Centres And Academic Institutes, Others) and By Region(North America, Europe, APAC, Middle East and Africa, LATAM) Forecasts, 2022-2030

Report Code: SRTE2445DR
Study Period 2018-2030 CAGR 29.3%
Historical Period 2018-2020 Forecast Period 2022-2030
Base Year 2021 Base Year Market Size USD 1,622 Million
Forecast Year 2030 Forecast Year Market Size USD 12670 Million
Largest Market North America Fastest Growing Market Europe
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Market Segmentation

  1. Artificial Intelligence (AI) in Life Sciences Market, By Application (2020-2030)
    1. Drug Discovery
    2. Medical Diagnosis
    3. Biotechnology
    4. Clinical Trials
    5. Precision and Personalized Medicine
    6. Patient Monitoring
    7. Novel Drug Candidates
    8. Drug Optimization and Repurposing Preclinical Testing and Approval
    9. Drug Monitoring
    10.  Finding New Diseases Associated Targets and Pathways
    11.  Understanding Disease Mechanisms
    12.  Aggregating and Synthesizing Information
    13.  Formation & Qualification of Hypotheses
    14.  De Novo Drug Design
    15.  Finding Drug Targets of an Old Drug
  2. Artificial Intelligence (AI) in Life Sciences Market, By Technology (2020-2030)
    1. Machine Learning (ML)
    2. Deep Learning (DL)
    3. Natural Language Processing (NLP)
    4. Others
  3. Artificial Intelligence (AI) in Life Sciences Market, By Drug Type (2020-2030)
    1. Small Molecule
    2. Large Molecule
  4. Artificial Intelligence (AI) in Life Sciences Market, By Offering (2020-2030)
    1. Software
    2. Services
  5. Artificial Intelligence (AI) in Life Sciences Market, By Indication (2020-2030)
    1. Immuno-Oncology
    2. Neurodegenerative Diseases
    3. Cardiovascular Diseases
    4. Metabolic Diseases
    5. Others
  6. Artificial Intelligence (AI) in Life Sciences Market, By End user (2020-2030)
    1. Pharmaceutical & Biotechnology Companies
    2. Contract Research Organizations (CROs)
    3. Research Centres And Academic Institutes
    4. Others
    1. North America
      1. North America Artificial Intelligence (AI) in Life Sciences Market, By Application
        1. Drug Discovery
          1. Medical Diagnosis
            1. Biotechnology
              1. Clinical Trials
                1. Precision and Personalized Medicine
                  1. Patient Monitoring
                    1. Novel Drug Candidates
                      1. Drug Optimization and Repurposing Preclinical Testing and Approval
                        1. Drug Monitoring
                          1.  Finding New Diseases Associated Targets and Pathways
                            1.  Understanding Disease Mechanisms
                              1.  Aggregating and Synthesizing Information
                                1.  Formation & Qualification of Hypotheses
                                  1.  De Novo Drug Design
                                    1.  Finding Drug Targets of an Old Drug
                                    2. North America Artificial Intelligence (AI) in Life Sciences Market, By Technology
                                      1. Machine Learning (ML)
                                        1. Deep Learning (DL)
                                          1. Natural Language Processing (NLP)
                                            1. Others
                                            2. North America Artificial Intelligence (AI) in Life Sciences Market, By Drug Type
                                              1. Small Molecule
                                                1. Large Molecule
                                                2. North America Artificial Intelligence (AI) in Life Sciences Market, By Offering
                                                  1. Software
                                                    1. Services
                                                    2. North America Artificial Intelligence (AI) in Life Sciences Market, By Indication
                                                      1. Immuno-Oncology
                                                        1. Neurodegenerative Diseases
                                                          1. Cardiovascular Diseases
                                                            1. Metabolic Diseases
                                                              1. Others
                                                              2. North America Artificial Intelligence (AI) in Life Sciences Market, By End user
                                                                1. Pharmaceutical & Biotechnology Companies
                                                                  1. Contract Research Organizations (CROs)
                                                                    1. Research Centres And Academic Institutes
                                                                      1. Others
                                                                      2. U.S.
                                                                        1. U.S. Artificial Intelligence (AI) in Life Sciences Market, By Application
                                                                          1. Drug Discovery
                                                                            1. Medical Diagnosis
                                                                              1. Biotechnology
                                                                                1. Clinical Trials
                                                                                  1. Precision and Personalized Medicine
                                                                                    1. Patient Monitoring
                                                                                      1. Novel Drug Candidates
                                                                                        1. Drug Optimization and Repurposing Preclinical Testing and Approval
                                                                                          1. Drug Monitoring
                                                                                            1.  Finding New Diseases Associated Targets and Pathways
                                                                                              1.  Understanding Disease Mechanisms
                                                                                                1.  Aggregating and Synthesizing Information
                                                                                                  1.  Formation & Qualification of Hypotheses
                                                                                                    1.  De Novo Drug Design
                                                                                                      1.  Finding Drug Targets of an Old Drug
                                                                                                      2. U.S. Artificial Intelligence (AI) in Life Sciences Market, By Technology
                                                                                                        1. Machine Learning (ML)
                                                                                                          1. Deep Learning (DL)
                                                                                                            1. Natural Language Processing (NLP)
                                                                                                              1. Others
                                                                                                              2. U.S. Artificial Intelligence (AI) in Life Sciences Market, By Drug Type
                                                                                                                1. Small Molecule
                                                                                                                  1. Large Molecule
                                                                                                                  2. U.S. Artificial Intelligence (AI) in Life Sciences Market, By Offering
                                                                                                                    1. Software
                                                                                                                      1. Services
                                                                                                                      2. U.S. Artificial Intelligence (AI) in Life Sciences Market, By Indication
                                                                                                                        1. Immuno-Oncology
                                                                                                                          1. Neurodegenerative Diseases
                                                                                                                            1. Cardiovascular Diseases
                                                                                                                              1. Metabolic Diseases
                                                                                                                                1. Others
                                                                                                                                2. U.S. Artificial Intelligence (AI) in Life Sciences Market, By End user
                                                                                                                                  1. Pharmaceutical & Biotechnology Companies
                                                                                                                                    1. Contract Research Organizations (CROs)
                                                                                                                                      1. Research Centres And Academic Institutes
                                                                                                                                        1. Others
                                                                                                                                      2. Canada
                                                                                                                                    2. Europe
                                                                                                                                      1. Europe Artificial Intelligence (AI) in Life Sciences Market, By Application
                                                                                                                                        1. Drug Discovery
                                                                                                                                          1. Medical Diagnosis
                                                                                                                                            1. Biotechnology
                                                                                                                                              1. Clinical Trials
                                                                                                                                                1. Precision and Personalized Medicine
                                                                                                                                                  1. Patient Monitoring
                                                                                                                                                    1. Novel Drug Candidates
                                                                                                                                                      1. Drug Optimization and Repurposing Preclinical Testing and Approval
                                                                                                                                                        1. Drug Monitoring
                                                                                                                                                          1.  Finding New Diseases Associated Targets and Pathways
                                                                                                                                                            1.  Understanding Disease Mechanisms
                                                                                                                                                              1.  Aggregating and Synthesizing Information
                                                                                                                                                                1.  Formation & Qualification of Hypotheses
                                                                                                                                                                  1.  De Novo Drug Design
                                                                                                                                                                    1.  Finding Drug Targets of an Old Drug
                                                                                                                                                                    2. Europe Artificial Intelligence (AI) in Life Sciences Market, By Technology
                                                                                                                                                                      1. Machine Learning (ML)
                                                                                                                                                                        1. Deep Learning (DL)
                                                                                                                                                                          1. Natural Language Processing (NLP)
                                                                                                                                                                            1. Others
                                                                                                                                                                            2. Europe Artificial Intelligence (AI) in Life Sciences Market, By Drug Type
                                                                                                                                                                              1. Small Molecule
                                                                                                                                                                                1. Large Molecule
                                                                                                                                                                                2. Europe Artificial Intelligence (AI) in Life Sciences Market, By Offering
                                                                                                                                                                                  1. Software
                                                                                                                                                                                    1. Services
                                                                                                                                                                                    2. Europe Artificial Intelligence (AI) in Life Sciences Market, By Indication
                                                                                                                                                                                      1. Immuno-Oncology
                                                                                                                                                                                        1. Neurodegenerative Diseases
                                                                                                                                                                                          1. Cardiovascular Diseases
                                                                                                                                                                                            1. Metabolic Diseases
                                                                                                                                                                                              1. Others
                                                                                                                                                                                              2. Europe Artificial Intelligence (AI) in Life Sciences Market, By End user
                                                                                                                                                                                                1. Pharmaceutical & Biotechnology Companies
                                                                                                                                                                                                  1. Contract Research Organizations (CROs)
                                                                                                                                                                                                    1. Research Centres And Academic Institutes
                                                                                                                                                                                                      1. Others
                                                                                                                                                                                                      2. U.K.
                                                                                                                                                                                                        1. U.K. Artificial Intelligence (AI) in Life Sciences Market, By Application
                                                                                                                                                                                                          1. Drug Discovery
                                                                                                                                                                                                            1. Medical Diagnosis
                                                                                                                                                                                                              1. Biotechnology
                                                                                                                                                                                                                1. Clinical Trials
                                                                                                                                                                                                                  1. Precision and Personalized Medicine
                                                                                                                                                                                                                    1. Patient Monitoring
                                                                                                                                                                                                                      1. Novel Drug Candidates
                                                                                                                                                                                                                        1. Drug Optimization and Repurposing Preclinical Testing and Approval
                                                                                                                                                                                                                          1. Drug Monitoring
                                                                                                                                                                                                                            1.  Finding New Diseases Associated Targets and Pathways
                                                                                                                                                                                                                              1.  Understanding Disease Mechanisms
                                                                                                                                                                                                                                1.  Aggregating and Synthesizing Information
                                                                                                                                                                                                                                  1.  Formation & Qualification of Hypotheses
                                                                                                                                                                                                                                    1.  De Novo Drug Design
                                                                                                                                                                                                                                      1.  Finding Drug Targets of an Old Drug
                                                                                                                                                                                                                                      2. U.K. Artificial Intelligence (AI) in Life Sciences Market, By Technology
                                                                                                                                                                                                                                        1. Machine Learning (ML)
                                                                                                                                                                                                                                          1. Deep Learning (DL)
                                                                                                                                                                                                                                            1. Natural Language Processing (NLP)
                                                                                                                                                                                                                                              1. Others
                                                                                                                                                                                                                                              2. U.K. Artificial Intelligence (AI) in Life Sciences Market, By Drug Type
                                                                                                                                                                                                                                                1. Small Molecule
                                                                                                                                                                                                                                                  1. Large Molecule
                                                                                                                                                                                                                                                  2. U.K. Artificial Intelligence (AI) in Life Sciences Market, By Offering
                                                                                                                                                                                                                                                    1. Software
                                                                                                                                                                                                                                                      1. Services
                                                                                                                                                                                                                                                      2. U.K. Artificial Intelligence (AI) in Life Sciences Market, By Indication
                                                                                                                                                                                                                                                        1. Immuno-Oncology
                                                                                                                                                                                                                                                          1. Neurodegenerative Diseases
                                                                                                                                                                                                                                                            1. Cardiovascular Diseases
                                                                                                                                                                                                                                                              1. Metabolic Diseases
                                                                                                                                                                                                                                                                1. Others
                                                                                                                                                                                                                                                                2. U.K. Artificial Intelligence (AI) in Life Sciences Market, By End user
                                                                                                                                                                                                                                                                  1. Pharmaceutical & Biotechnology Companies
                                                                                                                                                                                                                                                                    1. Contract Research Organizations (CROs)
                                                                                                                                                                                                                                                                      1. Research Centres And Academic Institutes
                                                                                                                                                                                                                                                                        1. Others
                                                                                                                                                                                                                                                                      2. Germany
                                                                                                                                                                                                                                                                      3. France
                                                                                                                                                                                                                                                                      4. Spain
                                                                                                                                                                                                                                                                      5. Italy
                                                                                                                                                                                                                                                                      6. Russia
                                                                                                                                                                                                                                                                      7. Nordic
                                                                                                                                                                                                                                                                      8. Benelux
                                                                                                                                                                                                                                                                      9. Rest of Europe
                                                                                                                                                                                                                                                                    2. APAC
                                                                                                                                                                                                                                                                      1. APAC Artificial Intelligence (AI) in Life Sciences Market, By Application
                                                                                                                                                                                                                                                                        1. Drug Discovery
                                                                                                                                                                                                                                                                          1. Medical Diagnosis
                                                                                                                                                                                                                                                                            1. Biotechnology
                                                                                                                                                                                                                                                                              1. Clinical Trials
                                                                                                                                                                                                                                                                                1. Precision and Personalized Medicine
                                                                                                                                                                                                                                                                                  1. Patient Monitoring
                                                                                                                                                                                                                                                                                    1. Novel Drug Candidates
                                                                                                                                                                                                                                                                                      1. Drug Optimization and Repurposing Preclinical Testing and Approval
                                                                                                                                                                                                                                                                                        1. Drug Monitoring
                                                                                                                                                                                                                                                                                          1.  Finding New Diseases Associated Targets and Pathways
                                                                                                                                                                                                                                                                                            1.  Understanding Disease Mechanisms
                                                                                                                                                                                                                                                                                              1.  Aggregating and Synthesizing Information
                                                                                                                                                                                                                                                                                                1.  Formation & Qualification of Hypotheses
                                                                                                                                                                                                                                                                                                  1.  De Novo Drug Design
                                                                                                                                                                                                                                                                                                    1.  Finding Drug Targets of an Old Drug
                                                                                                                                                                                                                                                                                                    2. APAC Artificial Intelligence (AI) in Life Sciences Market, By Technology
                                                                                                                                                                                                                                                                                                      1. Machine Learning (ML)
                                                                                                                                                                                                                                                                                                        1. Deep Learning (DL)
                                                                                                                                                                                                                                                                                                          1. Natural Language Processing (NLP)
                                                                                                                                                                                                                                                                                                            1. Others
                                                                                                                                                                                                                                                                                                            2. APAC Artificial Intelligence (AI) in Life Sciences Market, By Drug Type
                                                                                                                                                                                                                                                                                                              1. Small Molecule
                                                                                                                                                                                                                                                                                                                1. Large Molecule
                                                                                                                                                                                                                                                                                                                2. APAC Artificial Intelligence (AI) in Life Sciences Market, By Offering
                                                                                                                                                                                                                                                                                                                  1. Software
                                                                                                                                                                                                                                                                                                                    1. Services
                                                                                                                                                                                                                                                                                                                    2. APAC Artificial Intelligence (AI) in Life Sciences Market, By Indication
                                                                                                                                                                                                                                                                                                                      1. Immuno-Oncology
                                                                                                                                                                                                                                                                                                                        1. Neurodegenerative Diseases
                                                                                                                                                                                                                                                                                                                          1. Cardiovascular Diseases
                                                                                                                                                                                                                                                                                                                            1. Metabolic Diseases
                                                                                                                                                                                                                                                                                                                              1. Others
                                                                                                                                                                                                                                                                                                                              2. APAC Artificial Intelligence (AI) in Life Sciences Market, By End user
                                                                                                                                                                                                                                                                                                                                1. Pharmaceutical & Biotechnology Companies
                                                                                                                                                                                                                                                                                                                                  1. Contract Research Organizations (CROs)
                                                                                                                                                                                                                                                                                                                                    1. Research Centres And Academic Institutes
                                                                                                                                                                                                                                                                                                                                      1. Others
                                                                                                                                                                                                                                                                                                                                      2. China
                                                                                                                                                                                                                                                                                                                                        1. China Artificial Intelligence (AI) in Life Sciences Market, By Application
                                                                                                                                                                                                                                                                                                                                          1. Drug Discovery
                                                                                                                                                                                                                                                                                                                                            1. Medical Diagnosis
                                                                                                                                                                                                                                                                                                                                              1. Biotechnology
                                                                                                                                                                                                                                                                                                                                                1. Clinical Trials
                                                                                                                                                                                                                                                                                                                                                  1. Precision and Personalized Medicine
                                                                                                                                                                                                                                                                                                                                                    1. Patient Monitoring
                                                                                                                                                                                                                                                                                                                                                      1. Novel Drug Candidates
                                                                                                                                                                                                                                                                                                                                                        1. Drug Optimization and Repurposing Preclinical Testing and Approval
                                                                                                                                                                                                                                                                                                                                                          1. Drug Monitoring
                                                                                                                                                                                                                                                                                                                                                            1.  Finding New Diseases Associated Targets and Pathways
                                                                                                                                                                                                                                                                                                                                                              1.  Understanding Disease Mechanisms
                                                                                                                                                                                                                                                                                                                                                                1.  Aggregating and Synthesizing Information
                                                                                                                                                                                                                                                                                                                                                                  1.  Formation & Qualification of Hypotheses
                                                                                                                                                                                                                                                                                                                                                                    1.  De Novo Drug Design
                                                                                                                                                                                                                                                                                                                                                                      1.  Finding Drug Targets of an Old Drug
                                                                                                                                                                                                                                                                                                                                                                      2. China Artificial Intelligence (AI) in Life Sciences Market, By Technology
                                                                                                                                                                                                                                                                                                                                                                        1. Machine Learning (ML)
                                                                                                                                                                                                                                                                                                                                                                          1. Deep Learning (DL)
                                                                                                                                                                                                                                                                                                                                                                            1. Natural Language Processing (NLP)
                                                                                                                                                                                                                                                                                                                                                                              1. Others
                                                                                                                                                                                                                                                                                                                                                                              2. China Artificial Intelligence (AI) in Life Sciences Market, By Drug Type
                                                                                                                                                                                                                                                                                                                                                                                1. Small Molecule
                                                                                                                                                                                                                                                                                                                                                                                  1. Large Molecule
                                                                                                                                                                                                                                                                                                                                                                                  2. China Artificial Intelligence (AI) in Life Sciences Market, By Offering
                                                                                                                                                                                                                                                                                                                                                                                    1. Software
                                                                                                                                                                                                                                                                                                                                                                                      1. Services
                                                                                                                                                                                                                                                                                                                                                                                      2. China Artificial Intelligence (AI) in Life Sciences Market, By Indication
                                                                                                                                                                                                                                                                                                                                                                                        1. Immuno-Oncology
                                                                                                                                                                                                                                                                                                                                                                                          1. Neurodegenerative Diseases
                                                                                                                                                                                                                                                                                                                                                                                            1. Cardiovascular Diseases
                                                                                                                                                                                                                                                                                                                                                                                              1. Metabolic Diseases
                                                                                                                                                                                                                                                                                                                                                                                                1. Others
                                                                                                                                                                                                                                                                                                                                                                                                2. China Artificial Intelligence (AI) in Life Sciences Market, By End user
                                                                                                                                                                                                                                                                                                                                                                                                  1. Pharmaceutical & Biotechnology Companies
                                                                                                                                                                                                                                                                                                                                                                                                    1. Contract Research Organizations (CROs)
                                                                                                                                                                                                                                                                                                                                                                                                      1. Research Centres And Academic Institutes
                                                                                                                                                                                                                                                                                                                                                                                                        1. Others
                                                                                                                                                                                                                                                                                                                                                                                                      2. Korea
                                                                                                                                                                                                                                                                                                                                                                                                      3. Japan
                                                                                                                                                                                                                                                                                                                                                                                                      4. India
                                                                                                                                                                                                                                                                                                                                                                                                      5. Australia
                                                                                                                                                                                                                                                                                                                                                                                                      6. Taiwan
                                                                                                                                                                                                                                                                                                                                                                                                      7. South East Asia
                                                                                                                                                                                                                                                                                                                                                                                                      8. Rest of Asia-Pacific
                                                                                                                                                                                                                                                                                                                                                                                                    2. Middle East and Africa
                                                                                                                                                                                                                                                                                                                                                                                                      1. Middle East and Africa Artificial Intelligence (AI) in Life Sciences Market, By Application
                                                                                                                                                                                                                                                                                                                                                                                                        1. Drug Discovery
                                                                                                                                                                                                                                                                                                                                                                                                          1. Medical Diagnosis
                                                                                                                                                                                                                                                                                                                                                                                                            1. Biotechnology
                                                                                                                                                                                                                                                                                                                                                                                                              1. Clinical Trials
                                                                                                                                                                                                                                                                                                                                                                                                                1. Precision and Personalized Medicine
                                                                                                                                                                                                                                                                                                                                                                                                                  1. Patient Monitoring
                                                                                                                                                                                                                                                                                                                                                                                                                    1. Novel Drug Candidates
                                                                                                                                                                                                                                                                                                                                                                                                                      1. Drug Optimization and Repurposing Preclinical Testing and Approval
                                                                                                                                                                                                                                                                                                                                                                                                                        1. Drug Monitoring
                                                                                                                                                                                                                                                                                                                                                                                                                          1.  Finding New Diseases Associated Targets and Pathways
                                                                                                                                                                                                                                                                                                                                                                                                                            1.  Understanding Disease Mechanisms
                                                                                                                                                                                                                                                                                                                                                                                                                              1.  Aggregating and Synthesizing Information
                                                                                                                                                                                                                                                                                                                                                                                                                                1.  Formation & Qualification of Hypotheses
                                                                                                                                                                                                                                                                                                                                                                                                                                  1.  De Novo Drug Design
                                                                                                                                                                                                                                                                                                                                                                                                                                    1.  Finding Drug Targets of an Old Drug
                                                                                                                                                                                                                                                                                                                                                                                                                                    2. Middle East and Africa Artificial Intelligence (AI) in Life Sciences Market, By Technology
                                                                                                                                                                                                                                                                                                                                                                                                                                      1. Machine Learning (ML)
                                                                                                                                                                                                                                                                                                                                                                                                                                        1. Deep Learning (DL)
                                                                                                                                                                                                                                                                                                                                                                                                                                          1. Natural Language Processing (NLP)
                                                                                                                                                                                                                                                                                                                                                                                                                                            1. Others
                                                                                                                                                                                                                                                                                                                                                                                                                                            2. Middle East and Africa Artificial Intelligence (AI) in Life Sciences Market, By Drug Type
                                                                                                                                                                                                                                                                                                                                                                                                                                              1. Small Molecule
                                                                                                                                                                                                                                                                                                                                                                                                                                                1. Large Molecule
                                                                                                                                                                                                                                                                                                                                                                                                                                                2. Middle East and Africa Artificial Intelligence (AI) in Life Sciences Market, By Offering
                                                                                                                                                                                                                                                                                                                                                                                                                                                  1. Software
                                                                                                                                                                                                                                                                                                                                                                                                                                                    1. Services
                                                                                                                                                                                                                                                                                                                                                                                                                                                    2. Middle East and Africa Artificial Intelligence (AI) in Life Sciences Market, By Indication
                                                                                                                                                                                                                                                                                                                                                                                                                                                      1. Immuno-Oncology
                                                                                                                                                                                                                                                                                                                                                                                                                                                        1. Neurodegenerative Diseases
                                                                                                                                                                                                                                                                                                                                                                                                                                                          1. Cardiovascular Diseases
                                                                                                                                                                                                                                                                                                                                                                                                                                                            1. Metabolic Diseases
                                                                                                                                                                                                                                                                                                                                                                                                                                                              1. Others
                                                                                                                                                                                                                                                                                                                                                                                                                                                              2. Middle East and Africa Artificial Intelligence (AI) in Life Sciences Market, By End user
                                                                                                                                                                                                                                                                                                                                                                                                                                                                1. Pharmaceutical & Biotechnology Companies
                                                                                                                                                                                                                                                                                                                                                                                                                                                                  1. Contract Research Organizations (CROs)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                    1. Research Centres And Academic Institutes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                      1. Others
                                                                                                                                                                                                                                                                                                                                                                                                                                                                      2. UAE
                                                                                                                                                                                                                                                                                                                                                                                                                                                                        1. UAE Artificial Intelligence (AI) in Life Sciences Market, By Application
                                                                                                                                                                                                                                                                                                                                                                                                                                                                          1. Drug Discovery
                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1. Medical Diagnosis
                                                                                                                                                                                                                                                                                                                                                                                                                                                                              1. Biotechnology
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                1. Clinical Trials
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  1. Precision and Personalized Medicine
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    1. Patient Monitoring
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      1. Novel Drug Candidates
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        1. Drug Optimization and Repurposing Preclinical Testing and Approval
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          1. Drug Monitoring
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1.  Finding New Diseases Associated Targets and Pathways
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              1.  Understanding Disease Mechanisms
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                1.  Aggregating and Synthesizing Information
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  1.  Formation & Qualification of Hypotheses
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    1.  De Novo Drug Design
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      1.  Finding Drug Targets of an Old Drug
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      2. UAE Artificial Intelligence (AI) in Life Sciences Market, By Technology
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        1. Machine Learning (ML)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          1. Deep Learning (DL)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1. Natural Language Processing (NLP)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              1. Others
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              2. UAE Artificial Intelligence (AI) in Life Sciences Market, By Drug Type
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                1. Small Molecule
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  1. Large Molecule
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  2. UAE Artificial Intelligence (AI) in Life Sciences Market, By Offering
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    1. Software
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      1. Services
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      2. UAE Artificial Intelligence (AI) in Life Sciences Market, By Indication
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        1. Immuno-Oncology
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          1. Neurodegenerative Diseases
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1. Cardiovascular Diseases
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              1. Metabolic Diseases
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                1. Others
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                2. UAE Artificial Intelligence (AI) in Life Sciences Market, By End user
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  1. Pharmaceutical & Biotechnology Companies
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    1. Contract Research Organizations (CROs)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      1. Research Centres And Academic Institutes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        1. Others
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      2. Turkey
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      3. Saudi Arabia
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      4. South Africa
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      5. Egypt
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      6. Nigeria
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      7. Rest of MEA
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    2. LATAM
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      1. LATAM Artificial Intelligence (AI) in Life Sciences Market, By Application
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        1. Drug Discovery
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          1. Medical Diagnosis
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1. Biotechnology
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              1. Clinical Trials
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                1. Precision and Personalized Medicine
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  1. Patient Monitoring
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    1. Novel Drug Candidates
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      1. Drug Optimization and Repurposing Preclinical Testing and Approval
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        1. Drug Monitoring
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          1.  Finding New Diseases Associated Targets and Pathways
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1.  Understanding Disease Mechanisms
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              1.  Aggregating and Synthesizing Information
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                1.  Formation & Qualification of Hypotheses
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  1.  De Novo Drug Design
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    1.  Finding Drug Targets of an Old Drug
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    2. LATAM Artificial Intelligence (AI) in Life Sciences Market, By Technology
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      1. Machine Learning (ML)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        1. Deep Learning (DL)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          1. Natural Language Processing (NLP)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1. Others
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2. LATAM Artificial Intelligence (AI) in Life Sciences Market, By Drug Type
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              1. Small Molecule
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                1. Large Molecule
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                2. LATAM Artificial Intelligence (AI) in Life Sciences Market, By Offering
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  1. Software
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    1. Services
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    2. LATAM Artificial Intelligence (AI) in Life Sciences Market, By Indication
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      1. Immuno-Oncology
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        1. Neurodegenerative Diseases
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          1. Cardiovascular Diseases
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1. Metabolic Diseases
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              1. Others
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              2. LATAM Artificial Intelligence (AI) in Life Sciences Market, By End user
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                1. Pharmaceutical & Biotechnology Companies
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  1. Contract Research Organizations (CROs)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    1. Research Centres And Academic Institutes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      1. Others
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      2. Brazil
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        1. Brazil Artificial Intelligence (AI) in Life Sciences Market, By Application
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          1. Drug Discovery
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1. Medical Diagnosis
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              1. Biotechnology
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                1. Clinical Trials
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  1. Precision and Personalized Medicine
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    1. Patient Monitoring
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      1. Novel Drug Candidates
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        1. Drug Optimization and Repurposing Preclinical Testing and Approval
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          1. Drug Monitoring
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1.  Finding New Diseases Associated Targets and Pathways
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              1.  Understanding Disease Mechanisms
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                1.  Aggregating and Synthesizing Information
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  1.  Formation & Qualification of Hypotheses
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    1.  De Novo Drug Design
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      1.  Finding Drug Targets of an Old Drug
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      2. Brazil Artificial Intelligence (AI) in Life Sciences Market, By Technology
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        1. Machine Learning (ML)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          1. Deep Learning (DL)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1. Natural Language Processing (NLP)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              1. Others
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              2. Brazil Artificial Intelligence (AI) in Life Sciences Market, By Drug Type
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                1. Small Molecule
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  1. Large Molecule
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  2. Brazil Artificial Intelligence (AI) in Life Sciences Market, By Offering
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    1. Software
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      1. Services
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      2. Brazil Artificial Intelligence (AI) in Life Sciences Market, By Indication
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        1. Immuno-Oncology
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          1. Neurodegenerative Diseases
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1. Cardiovascular Diseases
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              1. Metabolic Diseases
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                1. Others
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                2. Brazil Artificial Intelligence (AI) in Life Sciences Market, By End user
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  1. Pharmaceutical & Biotechnology Companies
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    1. Contract Research Organizations (CROs)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      1. Research Centres And Academic Institutes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        1. Others
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      2. Mexico
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      3. Argentina
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      4. Chile
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      5. Colombia
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      6. Rest of LATAM

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