List of Tables
Table 1. Global Machine Learning in Pharmaceutical Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
Table 2. Key Players of Pharmaceutical
Table 3. Key Players of Clinical Use
Table 4. Key Players of Others
Table 5. Global Machine Learning in Pharmaceutical Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
Table 6. Global Machine Learning in Pharmaceutical Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
Table 7. Global Machine Learning in Pharmaceutical Market Size by Region (2020-2025) & (US$ Million)
Table 8. Global Machine Learning in Pharmaceutical Market Share by Region (2020-2025)
Table 9. Global Machine Learning in Pharmaceutical Forecasted Market Size by Region (2026-2031) & (US$ Million)
Table 10. Global Machine Learning in Pharmaceutical Market Share by Region (2026-2031)
Table 11. Machine Learning in Pharmaceutical Market Trends
Table 12. Machine Learning in Pharmaceutical Market Drivers
Table 13. Machine Learning in Pharmaceutical Market Challenges
Table 14. Machine Learning in Pharmaceutical Market Restraints
Table 15. Global Machine Learning in Pharmaceutical Revenue by Players (2020-2025) & (US$ Million)
Table 16. Global Machine Learning in Pharmaceutical Market Share by Players (2020-2025)
Table 17. Global Top Machine Learning in Pharmaceutical Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning in Pharmaceutical as of 2024)
Table 18. Ranking of Global Top Machine Learning in Pharmaceutical Companies by Revenue (US$ Million) in 2024
Table 19. Global 5 Largest Players Market Share by Machine Learning in Pharmaceutical Revenue (CR5 and HHI) & (2020-2025)
Table 20. Global Key Players of Machine Learning in Pharmaceutical, Headquarters and Area Served
Table 21. Global Key Players of Machine Learning in Pharmaceutical, Product and Application
Table 22. Global Key Players of Machine Learning in Pharmaceutical, Date of Enter into This Industry
Table 23. Mergers & Acquisitions, Expansion Plans
Table 24. Global Machine Learning in Pharmaceutical Market Size by Type (2020-2025) & (US$ Million)
Table 25. Global Machine Learning in Pharmaceutical Revenue Market Share by Type (2020-2025)
Table 26. Global Machine Learning in Pharmaceutical Forecasted Market Size by Type (2026-2031) & (US$ Million)
Table 27. Global Machine Learning in Pharmaceutical Revenue Market Share by Type (2026-2031)
Table 28. Global Machine Learning in Pharmaceutical Market Size by Application (2020-2025) & (US$ Million)
Table 29. Global Machine Learning in Pharmaceutical Revenue Market Share by Application (2020-2025)
Table 30. Global Machine Learning in Pharmaceutical Forecasted Market Size by Application (2026-2031) & (US$ Million)
Table 31. Global Machine Learning in Pharmaceutical Revenue Market Share by Application (2026-2031)
Table 32. North America Machine Learning in Pharmaceutical Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 33. North America Machine Learning in Pharmaceutical Market Size by Country (2020-2025) & (US$ Million)
Table 34. North America Machine Learning in Pharmaceutical Market Size by Country (2026-2031) & (US$ Million)
Table 35. Europe Machine Learning in Pharmaceutical Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 36. Europe Machine Learning in Pharmaceutical Market Size by Country (2020-2025) & (US$ Million)
Table 37. Europe Machine Learning in Pharmaceutical Market Size by Country (2026-2031) & (US$ Million)
Table 38. Asia-Pacific Machine Learning in Pharmaceutical Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
Table 39. Asia-Pacific Machine Learning in Pharmaceutical Market Size by Region (2020-2025) & (US$ Million)
Table 40. Asia-Pacific Machine Learning in Pharmaceutical Market Size by Region (2026-2031) & (US$ Million)
Table 41. Latin America Machine Learning in Pharmaceutical Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 42. Latin America Machine Learning in Pharmaceutical Market Size by Country (2020-2025) & (US$ Million)
Table 43. Latin America Machine Learning in Pharmaceutical Market Size by Country (2026-2031) & (US$ Million)
Table 44. Middle East & Africa Machine Learning in Pharmaceutical Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 45. Middle East & Africa Machine Learning in Pharmaceutical Market Size by Country (2020-2025) & (US$ Million)
Table 46. Middle East & Africa Machine Learning in Pharmaceutical Market Size by Country (2026-2031) & (US$ Million)
Table 47. Cyclica inc Company Details
Table 48. Cyclica inc Business Overview
Table 49. Cyclica inc Machine Learning in Pharmaceutical Product
Table 50. Cyclica inc Revenue in Machine Learning in Pharmaceutical Business (2020-2025) & (US$ Million)
Table 51. Cyclica inc Recent Development
Table 52. BioSymetrics Inc. Company Details
Table 53. BioSymetrics Inc. Business Overview
Table 54. BioSymetrics Inc. Machine Learning in Pharmaceutical Product
Table 55. BioSymetrics Inc. Revenue in Machine Learning in Pharmaceutical Business (2020-2025) & (US$ Million)
Table 56. BioSymetrics Inc. Recent Development
Table 57. Cloud Pharmaceuticals, Inc Company Details
Table 58. Cloud Pharmaceuticals, Inc Business Overview
Table 59. Cloud Pharmaceuticals, Inc Machine Learning in Pharmaceutical Product
Table 60. Cloud Pharmaceuticals, Inc Revenue in Machine Learning in Pharmaceutical Business (2020-2025) & (US$ Million)
Table 61. Cloud Pharmaceuticals, Inc Recent Development
Table 62. Deep Genomics Company Details
Table 63. Deep Genomics Business Overview
Table 64. Deep Genomics Machine Learning in Pharmaceutical Product
Table 65. Deep Genomics Revenue in Machine Learning in Pharmaceutical Business (2020-2025) & (US$ Million)
Table 66. Deep Genomics Recent Development
Table 67. Atomwise Inc. Company Details
Table 68. Atomwise Inc. Business Overview
Table 69. Atomwise Inc. Machine Learning in Pharmaceutical Product
Table 70. Atomwise Inc. Revenue in Machine Learning in Pharmaceutical Business (2020-2025) & (US$ Million)
Table 71. Atomwise Inc. Recent Development
Table 72. Alphabet Inc. Company Details
Table 73. Alphabet Inc. Business Overview
Table 74. Alphabet Inc. Machine Learning in Pharmaceutical Product
Table 75. Alphabet Inc. Revenue in Machine Learning in Pharmaceutical Business (2020-2025) & (US$ Million)
Table 76. Alphabet Inc. Recent Development
Table 77. NVIDIA Corporation Company Details
Table 78. NVIDIA Corporation Business Overview
Table 79. NVIDIA Corporation Machine Learning in Pharmaceutical Product
Table 80. NVIDIA Corporation Revenue in Machine Learning in Pharmaceutical Business (2020-2025) & (US$ Million)
Table 81. NVIDIA Corporation Recent Development
Table 82. International Business Machines Corporation Company Details
Table 83. International Business Machines Corporation Business Overview
Table 84. International Business Machines Corporation Machine Learning in Pharmaceutical Product
Table 85. International Business Machines Corporation Revenue in Machine Learning in Pharmaceutical Business (2020-2025) & (US$ Million)
Table 86. International Business Machines Corporation Recent Development
Table 87. Microsoft Corporation Company Details
Table 88. Microsoft Corporation Business Overview
Table 89. Microsoft Corporation Machine Learning in Pharmaceutical Product
Table 90. Microsoft Corporation Revenue in Machine Learning in Pharmaceutical Business (2020-2025) & (US$ Million)
Table 91. Microsoft Corporation Recent Development
Table 92. IBM Company Details
Table 93. IBM Business Overview
Table 94. IBM Machine Learning in Pharmaceutical Product
Table 95. IBM Revenue in Machine Learning in Pharmaceutical Business (2020-2025) & (US$ Million)
Table 96. IBM Recent Development
Table 97. Research Programs/Design for This Report
Table 98. Key Data Information from Secondary Sources
Table 99. Key Data Information from Primary Sources
Table 100. Authors List of This Report
List of Figures
Figure 1. Machine Learning in Pharmaceutical Picture
Figure 2. Global Machine Learning in Pharmaceutical Market Size Comparison by Type (2020-2031) & (US$ Million)
Figure 3. Global Machine Learning in Pharmaceutical Market Share by Type: 2024 VS 2031
Figure 4. Pharmaceutical Features
Figure 5. Clinical Use Features
Figure 6. Others Features
Figure 7. Global Machine Learning in Pharmaceutical Market Size by Application (2020-2031) & (US$ Million)
Figure 8. Global Machine Learning in Pharmaceutical Market Share by Application: 2024 VS 2031
Figure 9. Drug Development Case Studies
Figure 10. Clinical Trials Case Studies
Figure 11. Patient Care Case Studies
Figure 12. Others Case Studies
Figure 13. Machine Learning in Pharmaceutical Report Years Considered
Figure 14. Global Machine Learning in Pharmaceutical Market Size (US$ Million), Year-over-Year: 2020-2031
Figure 15. Global Machine Learning in Pharmaceutical Market Size, (US$ Million), 2020 VS 2024 VS 2031
Figure 16. Global Machine Learning in Pharmaceutical Market Share by Region: 2024 VS 2031
Figure 17. Global Machine Learning in Pharmaceutical Market Share by Players in 2024
Figure 18. Global Top Machine Learning in Pharmaceutical Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning in Pharmaceutical as of 2024)
Figure 19. The Top 10 and 5 Players Market Share by Machine Learning in Pharmaceutical Revenue in 2024
Figure 20. North America Machine Learning in Pharmaceutical Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 21. North America Machine Learning in Pharmaceutical Market Share by Country (2020-2031)
Figure 22. United States Machine Learning in Pharmaceutical Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 23. Canada Machine Learning in Pharmaceutical Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 24. Europe Machine Learning in Pharmaceutical Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 25. Europe Machine Learning in Pharmaceutical Market Share by Country (2020-2031)
Figure 26. Germany Machine Learning in Pharmaceutical Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 27. France Machine Learning in Pharmaceutical Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 28. U.K. Machine Learning in Pharmaceutical Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 29. Italy Machine Learning in Pharmaceutical Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 30. Russia Machine Learning in Pharmaceutical Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 31. Nordic Countries Machine Learning in Pharmaceutical Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 32. Asia-Pacific Machine Learning in Pharmaceutical Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 33. Asia-Pacific Machine Learning in Pharmaceutical Market Share by Region (2020-2031)
Figure 34. China Machine Learning in Pharmaceutical Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 35. Japan Machine Learning in Pharmaceutical Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 36. South Korea Machine Learning in Pharmaceutical Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 37. Southeast Asia Machine Learning in Pharmaceutical Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 38. India Machine Learning in Pharmaceutical Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 39. Australia Machine Learning in Pharmaceutical Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 40. Latin America Machine Learning in Pharmaceutical Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 41. Latin America Machine Learning in Pharmaceutical Market Share by Country (2020-2031)
Figure 42. Mexico Machine Learning in Pharmaceutical Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 43. Brazil Machine Learning in Pharmaceutical Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 44. Middle East & Africa Machine Learning in Pharmaceutical Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 45. Middle East & Africa Machine Learning in Pharmaceutical Market Share by Country (2020-2031)
Figure 46. Turkey Machine Learning in Pharmaceutical Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 47. Saudi Arabia Machine Learning in Pharmaceutical Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 48. UAE Machine Learning in Pharmaceutical Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 49. Cyclica inc Revenue Growth Rate in Machine Learning in Pharmaceutical Business (2020-2025)
Figure 50. BioSymetrics Inc. Revenue Growth Rate in Machine Learning in Pharmaceutical Business (2020-2025)
Figure 51. Cloud Pharmaceuticals, Inc Revenue Growth Rate in Machine Learning in Pharmaceutical Business (2020-2025)
Figure 52. Deep Genomics Revenue Growth Rate in Machine Learning in Pharmaceutical Business (2020-2025)
Figure 53. Atomwise Inc. Revenue Growth Rate in Machine Learning in Pharmaceutical Business (2020-2025)
Figure 54. Alphabet Inc. Revenue Growth Rate in Machine Learning in Pharmaceutical Business (2020-2025)
Figure 55. NVIDIA Corporation Revenue Growth Rate in Machine Learning in Pharmaceutical Business (2020-2025)
Figure 56. International Business Machines Corporation Revenue Growth Rate in Machine Learning in Pharmaceutical Business (2020-2025)
Figure 57. Microsoft Corporation Revenue Growth Rate in Machine Learning in Pharmaceutical Business (2020-2025)
Figure 58. IBM Revenue Growth Rate in Machine Learning in Pharmaceutical Business (2020-2025)
Figure 59. Bottom-up and Top-down Approaches for This Report
Figure 60. Data Triangulation
Figure 61. Key Executives Interviewed