According to Market IntelliX Research, the global market for Healthcare AI and Machine Learning should grow from US$ million in 2023 to US$ million by 2030, with a CAGR of % for the period of 2024-2030.

China Healthcare AI and Machine Learning market should grow from US$ million in 2023 to US$ million by 2030, with a CAGR of % for the period of 2024-2030.

The United States Healthcare AI and Machine Learning market should grow from US$ million in 2023 to US$ million by 2030, with a CAGR of % for the period of 2024-2030.

In terms of type, Machine Learning segment holds a share about % in 2023 and will reach % in 2030; while in terms of application, Hospitals has a share approximately % in 2023 and will grow at a CAGR % during 2024 and 2030.

The global key manufacturers of Healthcare AI and Machine Learning include Intel, Koninklijke Philips, Microsoft, Siemens Healthineers, NVIDIA Corporation, Google, General Electric, Medtronic and Micron Technology, etc. In 2023, the global top five players hold a share approximately % in terms of revenue.

AI in healthcare is an umbrella term to describe the application of machine learning (ML) algorithms and other cognitive technologies in medical settings. In the simplest sense, AI is when computers and other machines mimic human cognition, and are capable of learning, thinking, and making decisions or taking actions.

This report aims to provide a comprehensive study of the global market for Healthcare AI and Machine Learning. Report Highlights:

(1) Global Healthcare AI and Machine Learning market size (value),history data from 2019-2024 and forecast data from 2024 to 2030.

(2) Global Healthcare AI and Machine Learning market competitive situation, revenue and market share, from 2018 to 2022.

(3) China Healthcare AI and Machine Learning market competitive situation, revenue and market share, from 2018 to 2022.

(4) Global Healthcare AI and Machine Learning segment by region (or country), key regions cover the United States, Europe, Japan, South Korea, Southeast Asia and India, etc.

(5) Global Healthcare AI and Machine Learning segment by type and by application and regional segment by type and by application.

(6) Healthcare AI and Machine Learning industry supply chain, upstream, midstream and downstream analysis.

Market segment by regions, regional analysis covers

North America (United States, Canada and Mexico)

Europe (Germany, France, UK, Russia, Italy and Rest of Europe)

Asia-Pacific (China, Japan, South Korea, India, Southeast Asia, Australia and Rest of Asia-Pacific)

South America (Brazil, Rest of South America)

Middle East & Africa

Market segment by type, covers

Machine Learning

Natural Language Processing

Context–aware Computing

Computer Vision

Market segment by application, can be divided into

Hospitals

Pharmaceuticals

Patients

Others

Market segment by players, this report covers

Intel

Koninklijke Philips

Microsoft

Siemens Healthineers

NVIDIA Corporation

Google

General Electric

Medtronic

Micron Technology

Amazon Web Services (AWS)

Johnson & Johnson Services

Startup Ecosystem

Merative

CloudMedx

Oncora Medical

Enlitic

Lunit Inc.

Qure AI

Arterys

COTA Healthcare

FDNA

Recursion

Atomwise

Virgin Pulse

Babylon Health

1 Market Overview

1.1 Product Overview and Scope of Healthcare AI and Machine Learning

1.2 Global Healthcare AI and Machine Learning Market Size and Forecast

1.3 China Healthcare AI and Machine Learning Market Size and Forecast

1.4 China Market Percentage in Global

1.4.1 By Revenue, China Healthcare AI and Machine Learning Share in Global Market, 2019-2030

1.4.2 Healthcare AI and Machine Learning Market Size: China VS Global, 2019-2030

1.5 Healthcare AI and Machine Learning Market Dynamics

1.5.1 Healthcare AI and Machine Learning Market Drivers

1.5.2 Healthcare AI and Machine Learning Market Restraints

1.5.3 Healthcare AI and Machine Learning Industry Trends

1.5.4 Healthcare AI and Machine Learning Industry Policy

2 Global Competitive Situation by Company

2.1 Global Healthcare AI and Machine Learning Revenue by Company (2019-2024)

2.2 Global Healthcare AI and Machine Learning Participants, Market Position (Tier 1, Tier 2 and Tier 3)

2.3 Global Healthcare AI and Machine Learning Concentration Ratio

2.4 Global Healthcare AI and Machine Learning Mergers & Acquisitions, Expansion Plans

2.5 Global Healthcare AI and Machine Learning Manufacturers Product Type

3 China Competitive Situation by Company

3.1 China Healthcare AI and Machine Learning Revenue by Company (2019-2024)

3.2 China Healthcare AI and Machine Learning Healthcare AI and Machine Learning Participants, Market Position (Tier 1, Tier 2 and Tier 3)

3.3 China Healthcare AI and Machine Learning, Revenue Percentage of Local Players VS Foreign Manufacturers (2019-2024)

4 Industry Chain Analysis

4.1 Healthcare AI and Machine Learning Industry Chain

4.2 Healthcare AI and Machine Learning Upstream Analysis

4.3 Healthcare AI and Machine Learning Midstream Analysis

4.4 Healthcare AI and Machine Learning Downstream Analysis

5 Sights by Type

5.1 Healthcare AI and Machine Learning Classification

5.1.1 Machine Learning

5.1.2 Natural Language Processing

5.1.3 Context–aware Computing

5.1.4 Computer Vision

5.2 By Type, Global Healthcare AI and Machine Learning Market Size & CAGR, 2019 VS 2024 VS 2030

5.3 By Type, Global Healthcare AI and Machine Learning Revenue, 2019-2030

6 Sights by Application

6.1 Healthcare AI and Machine Learning Segment by Application

6.1.1 Hospitals

6.1.2 Pharmaceuticals

6.1.3 Patients

6.1.4 Others

6.2 By Application, Global Healthcare AI and Machine Learning Market Size & CAGR, 2019 VS 2024 VS 2030

6.3 By Application, Global Healthcare AI and Machine Learning Revenue, 2019-2030

7 Sales Sights by Region

7.1 By Region, Global Healthcare AI and Machine Learning Market Size, 2019 VS 2024 VS 2030

7.2 By Region, Global Healthcare AI and Machine Learning Market Size, 2019-2030

7.3 North America

7.3.1 North America Healthcare AI and Machine Learning Market Size & Forecasts, 2019-2030

7.3.2 By Country, North America Healthcare AI and Machine Learning Market Size Market Share

7.4 Europe

7.4.1 Europe Healthcare AI and Machine Learning Market Size & Forecasts, 2019-2030

7.4.2 By Country, Europe Healthcare AI and Machine Learning Market Size Market Share

7.5 Asia Pacific

7.5.1 Asia Pacific Healthcare AI and Machine Learning Market Size & Forecasts, 2019-2030

7.5.2 By Country/Region, Asia Pacific Healthcare AI and Machine Learning Market Size Market Share

7.6 South America

7.6.1 South America Healthcare AI and Machine Learning Market Size & Forecasts, 2019-2030

7.6.2 By Country, South America Healthcare AI and Machine Learning Market Size Market Share

7.7 Middle East & Africa

8 Sights by Country Level

8.1 By Country, Global Healthcare AI and Machine Learning Market Size & CAGR，2019 VS 2024 VS 2030

8.2 By Country, Global Healthcare AI and Machine Learning Market Size, 2019-2030

8.3 U.S.

8.3.1 U.S. Healthcare AI and Machine Learning Market Size, 2019-2030

8.3.2 By Company, U.S. Healthcare AI and Machine Learning Revenue Market Share, 2019-2024

8.3.3 By Type, U.S. Healthcare AI and Machine Learning Revenue Market Share, 2023 VS 2030

8.3.4 By Application, U.S. Healthcare AI and Machine Learning Revenue Market Share, 2023 VS 2030

8.4 Europe

8.4.1 Europe Healthcare AI and Machine Learning Market Size, 2019-2030

8.4.2 By Company, Europe Healthcare AI and Machine Learning Revenue Market Share, 2019-2024

8.4.3 By Type, Europe Healthcare AI and Machine Learning Revenue Market Share, 2023 VS 2030

8.4.4 By Application, Europe Healthcare AI and Machine Learning Revenue Market Share, 2023 VS 2030

8.5 China

8.5.1 China Healthcare AI and Machine Learning Market Size, 2019-2030

8.5.2 By Company, China Healthcare AI and Machine Learning Revenue Market Share, 2019-2024

8.5.3 By Type, China Healthcare AI and Machine Learning Revenue Market Share, 2023 VS 2030

8.5.4 By Application, China Healthcare AI and Machine Learning Revenue Market Share, 2023 VS 2030

8.6 Japan

8.6.1 Japan Healthcare AI and Machine Learning Market Size, 2019-2030

8.6.2 By Company, Japan Healthcare AI and Machine Learning Revenue Market Share, 2019-2024

8.6.3 By Type, Japan Healthcare AI and Machine Learning Revenue Market Share, 2023 VS 2030

8.6.4 By Application, Japan Healthcare AI and Machine Learning Revenue Market Share, 2023 VS 2030

8.7 South Korea

8.7.1 South Korea Healthcare AI and Machine Learning Market Size, 2019-2030

8.7.2 By Company, South Korea Healthcare AI and Machine Learning Revenue Market Share, 2019-2024

8.7.3 By Type, South Korea Healthcare AI and Machine Learning Revenue Market Share, 2023 VS 2030

8.7.4 By Application, South Korea Healthcare AI and Machine Learning Revenue Market Share, 2023 VS 2030

8.8 Southeast Asia

8.8.1 Southeast Asia Healthcare AI and Machine Learning Market Size, 2019-2030

8.8.2 By Company, Southeast Asia Healthcare AI and Machine Learning Revenue Market Share, 2019-2024

8.8.3 By Type, Southeast Asia Healthcare AI and Machine Learning Revenue Market Share, 2023 VS 2030

8.8.4 By Application, Southeast Asia Healthcare AI and Machine Learning Revenue Market Share, 2023 VS 2030

8.9 India

8.9.1 India Healthcare AI and Machine Learning Market Size, 2019-2030

8.9.2 By Company, India Healthcare AI and Machine Learning Revenue Market Share, 2019-2024

8.9.3 By Type, India Healthcare AI and Machine Learning Revenue Market Share, 2023 VS 2030

8.9.4 By Application, India Healthcare AI and Machine Learning Revenue Market Share, 2023 VS 2030

8.10 Middle East & Asia

8.10.1 Middle East & Asia Healthcare AI and Machine Learning Market Size, 2019-2030

8.10.2 By Company, Middle East & Asia Healthcare AI and Machine Learning Revenue Market Share, 2019-2024

8.10.3 By Type, Middle East & Asia Healthcare AI and Machine Learning Revenue Market Share, 2023 VS 2030

8.10.4 By Application, Middle East & Asia Healthcare AI and Machine Learning Revenue Market Share, 2023 VS 2030

9 Global Manufacturers Profile

9.1 Intel

9.1.1 Intel Company Information, Head Office, Market Area and Industry Position

9.1.2 Intel Company Profile and Main Business

9.1.3 Intel Healthcare AI and Machine Learning Models, Specifications and Application

9.1.4 Intel Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

9.1.5 Intel Recent Developments

9.2 Koninklijke Philips

9.2.1 Koninklijke Philips Company Information, Head Office, Market Area and Industry Position

9.2.2 Koninklijke Philips Company Profile and Main Business

9.2.3 Koninklijke Philips Healthcare AI and Machine Learning Models, Specifications and Application

9.2.4 Koninklijke Philips Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

9.2.5 Koninklijke Philips Recent Developments

9.3 Microsoft

9.3.1 Microsoft Company Information, Head Office, Market Area and Industry Position

9.3.2 Microsoft Company Profile and Main Business

9.3.3 Microsoft Healthcare AI and Machine Learning Models, Specifications and Application

9.3.4 Microsoft Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

9.3.5 Microsoft Recent Developments

9.4 Siemens Healthineers

9.4.1 Siemens Healthineers Company Information, Head Office, Market Area and Industry Position

9.4.2 Siemens Healthineers Company Profile and Main Business

9.4.3 Siemens Healthineers Healthcare AI and Machine Learning Models, Specifications and Application

9.4.4 Siemens Healthineers Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

9.4.5 Siemens Healthineers Recent Developments

9.5 NVIDIA Corporation

9.5.1 NVIDIA Corporation Company Information, Head Office, Market Area and Industry Position

9.5.2 NVIDIA Corporation Company Profile and Main Business

9.5.3 NVIDIA Corporation Healthcare AI and Machine Learning Models, Specifications and Application

9.5.4 NVIDIA Corporation Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

9.5.5 NVIDIA Corporation Recent Developments

9.6 Google

9.6.1 Google Company Information, Head Office, Market Area and Industry Position

9.6.2 Google Company Profile and Main Business

9.6.3 Google Healthcare AI and Machine Learning Models, Specifications and Application

9.6.4 Google Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

9.6.5 Google Recent Developments

9.7 General Electric

9.7.1 General Electric Company Information, Head Office, Market Area and Industry Position

9.7.2 General Electric Company Profile and Main Business

9.7.3 General Electric Healthcare AI and Machine Learning Models, Specifications and Application

9.7.4 General Electric Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

9.7.5 General Electric Recent Developments

9.8 Medtronic

9.8.1 Medtronic Company Information, Head Office, Market Area and Industry Position

9.8.2 Medtronic Company Profile and Main Business

9.8.3 Medtronic Healthcare AI and Machine Learning Models, Specifications and Application

9.8.4 Medtronic Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

9.8.5 Medtronic Recent Developments

9.9 Micron Technology

9.9.1 Micron Technology Company Information, Head Office, Market Area and Industry Position

9.9.2 Micron Technology Company Profile and Main Business

9.9.3 Micron Technology Healthcare AI and Machine Learning Models, Specifications and Application

9.9.4 Micron Technology Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

9.9.5 Micron Technology Recent Developments

9.10 Amazon Web Services (AWS)

9.10.1 Amazon Web Services (AWS) Company Information, Head Office, Market Area and Industry Position

9.10.2 Amazon Web Services (AWS) Company Profile and Main Business

9.10.3 Amazon Web Services (AWS) Healthcare AI and Machine Learning Models, Specifications and Application

9.10.4 Amazon Web Services (AWS) Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

9.10.5 Amazon Web Services (AWS) Recent Developments

9.11 Johnson & Johnson Services

9.11.1 Johnson & Johnson Services Company Information, Head Office, Market Area and Industry Position

9.11.2 Johnson & Johnson Services Company Profile and Main Business

9.11.3 Johnson & Johnson Services Healthcare AI and Machine Learning Models, Specifications and Application

9.11.4 Johnson & Johnson Services Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

9.11.5 Johnson & Johnson Services Recent Developments

9.12 Startup Ecosystem

9.12.1 Startup Ecosystem Company Information, Head Office, Market Area and Industry Position

9.12.2 Startup Ecosystem Company Profile and Main Business

9.12.3 Startup Ecosystem Healthcare AI and Machine Learning Models, Specifications and Application

9.12.4 Startup Ecosystem Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

9.12.5 Startup Ecosystem Recent Developments

9.13 Merative

9.13.1 Merative Company Information, Head Office, Market Area and Industry Position

9.13.2 Merative Company Profile and Main Business

9.13.3 Merative Healthcare AI and Machine Learning Models, Specifications and Application

9.13.4 Merative Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

9.13.5 Merative Recent Developments

9.14 CloudMedx

9.14.1 CloudMedx Company Information, Head Office, Market Area and Industry Position

9.14.2 CloudMedx Company Profile and Main Business

9.14.3 CloudMedx Healthcare AI and Machine Learning Models, Specifications and Application

9.14.4 CloudMedx Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

9.14.5 CloudMedx Recent Developments

9.15 Oncora Medical

9.15.1 Oncora Medical Company Information, Head Office, Market Area and Industry Position

9.15.2 Oncora Medical Company Profile and Main Business

9.15.3 Oncora Medical Healthcare AI and Machine Learning Models, Specifications and Application

9.15.4 Oncora Medical Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

9.15.5 Oncora Medical Recent Developments

9.16 Enlitic

9.16.1 Enlitic Company Information, Head Office, Market Area and Industry Position

9.16.2 Enlitic Company Profile and Main Business

9.16.3 Enlitic Healthcare AI and Machine Learning Models, Specifications and Application

9.16.4 Enlitic Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

9.16.5 Enlitic Recent Developments

9.17 Lunit Inc.

9.17.1 Lunit Inc. Company Information, Head Office, Market Area and Industry Position

9.17.2 Lunit Inc. Company Profile and Main Business

9.17.3 Lunit Inc. Healthcare AI and Machine Learning Models, Specifications and Application

9.17.4 Lunit Inc. Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

9.17.5 Lunit Inc. Recent Developments

9.18 Qure AI

9.18.1 Qure AI Company Information, Head Office, Market Area and Industry Position

9.18.2 Qure AI Company Profile and Main Business

9.18.3 Qure AI Healthcare AI and Machine Learning Models, Specifications and Application

9.18.4 Qure AI Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

9.18.5 Qure AI Recent Developments

9.19 Arterys

9.19.1 Arterys Company Information, Head Office, Market Area and Industry Position

9.19.2 Arterys Company Profile and Main Business

9.19.3 Arterys Healthcare AI and Machine Learning Models, Specifications and Application

9.19.4 Arterys Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

9.19.5 Arterys Recent Developments

9.20 COTA Healthcare

9.20.1 COTA Healthcare Company Information, Head Office, Market Area and Industry Position

9.20.2 COTA Healthcare Company Profile and Main Business

9.20.3 COTA Healthcare Healthcare AI and Machine Learning Models, Specifications and Application

9.20.4 COTA Healthcare Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

9.20.5 COTA Healthcare Recent Developments

9.21 FDNA

9.21.1 FDNA Company Information, Head Office, Market Area and Industry Position

9.21.2 FDNA Company Profile and Main Business

9.21.3 FDNA Healthcare AI and Machine Learning Models, Specifications and Application

9.21.4 FDNA Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

9.21.5 FDNA Recent Developments

9.22 Recursion

9.22.1 Recursion Company Information, Head Office, Market Area and Industry Position

9.22.2 Recursion Company Profile and Main Business

9.22.3 Recursion Healthcare AI and Machine Learning Models, Specifications and Application

9.22.4 Recursion Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

9.22.5 Recursion Recent Developments

9.23 Atomwise

9.23.1 Atomwise Company Information, Head Office, Market Area and Industry Position

9.23.2 Atomwise Company Profile and Main Business

9.23.3 Atomwise Healthcare AI and Machine Learning Models, Specifications and Application

9.23.4 Atomwise Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

9.23.5 Atomwise Recent Developments

9.24 Virgin Pulse

9.24.1 Virgin Pulse Company Information, Head Office, Market Area and Industry Position

9.24.2 Virgin Pulse Company Profile and Main Business

9.24.3 Virgin Pulse Healthcare AI and Machine Learning Models, Specifications and Application

9.24.4 Virgin Pulse Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

9.24.5 Virgin Pulse Recent Developments

9.25 Babylon Health

9.25.1 Babylon Health Company Information, Head Office, Market Area and Industry Position

9.25.2 Babylon Health Company Profile and Main Business

9.25.3 Babylon Health Healthcare AI and Machine Learning Models, Specifications and Application

9.25.4 Babylon Health Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

9.25.5 Babylon Health Recent Developments

10 Conclusion

11 Appendix

11.1 Research Methodology

11.2 Data Source

11.2.1 Secondary Sources

11.2.2 Primary Sources

11.3 Market Estimation Model

11.4 Disclaimer

Table 1. Healthcare AI and Machine Learning Market Size & CAGR: China VS Global, (US$ Million), 2019-2030

Table 2. Healthcare AI and Machine Learning Market Restraints

Table 3. Healthcare AI and Machine Learning Market Trends

Table 4. Healthcare AI and Machine Learning Industry Policy

Table 5. Global Healthcare AI and Machine Learning Revenue by Company (2019-2024) & (US$ million)

Table 6. Global Healthcare AI and Machine Learning Revenue Market Share by Company (2019-2024)

Table 7. Global Healthcare AI and Machine Learning Manufacturers Market Concentration Ratio (CR3 and HHI)

Table 8. Global Healthcare AI and Machine Learning Mergers & Acquisitions, Expansion Plans

Table 9. Global Healthcare AI and Machine Learning Manufacturers Product Type

Table 10. China Healthcare AI and Machine Learning Revenue by Company (2019-2024) & (US$ million)

Table 11. China Healthcare AI and Machine Learning Revenue Market Share by Company (2019-2024)

Table 12. Global Key Players of Healthcare AI and Machine Learning Upstream (Raw Materials)

Table 13. Global Healthcare AI and Machine Learning Typical Customers

Table 14. Healthcare AI and Machine Learning Typical Distributors

Table 15. By Type, Global Healthcare AI and Machine Learning Revenue & CAGR, 2019 VS 2024 VS 2030, US$ Million

Table 16. By Application, Global Healthcare AI and Machine Learning Revenue & CAGR, 2019 VS 2024 VS 2030, US$ Million

Table 17. By Region, Global Healthcare AI and Machine Learning Market Size, 2019 VS 2024 VS 2030, US$ Million

Table 18. By Region, Global Healthcare AI and Machine Learning Revenue, 2019-2030, US$ Million

Table 19. By Country, Global Healthcare AI and Machine Learning Revenue & CAGR，2019 VS 2024 VS 2030, US$ Million

Table 20. By Country, Global Healthcare AI and Machine Learning Revenue, 2019-2030, US$ Million

Table 21. By Country, Global Healthcare AI and Machine Learning Revenue Market Share, 2019-2030

Table 22. Intel Company Information, Head Office, Market Area and Industry Position

Table 23. Intel Company Profile and Main Business

Table 24. Intel Healthcare AI and Machine Learning Models, Specifications and Application

Table 25. Intel Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

Table 26. Intel Recent Developments

Table 27. Koninklijke Philips Company Information, Head Office, Market Area and Industry Position

Table 28. Koninklijke Philips Company Profile and Main Business

Table 29. Koninklijke Philips Healthcare AI and Machine Learning Models, Specifications and Application

Table 30. Koninklijke Philips Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

Table 31. Koninklijke Philips Recent Developments

Table 32. Microsoft Company Information, Head Office, Market Area and Industry Position

Table 33. Microsoft Company Profile and Main Business

Table 34. Microsoft Healthcare AI and Machine Learning Models, Specifications and Application

Table 35. Microsoft Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

Table 36. Microsoft Recent Developments

Table 37. Siemens Healthineers Company Information, Head Office, Market Area and Industry Position

Table 38. Siemens Healthineers Company Profile and Main Business

Table 39. Siemens Healthineers Healthcare AI and Machine Learning Models, Specifications and Application

Table 40. Siemens Healthineers Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

Table 41. Siemens Healthineers Recent Developments

Table 42. NVIDIA Corporation Company Information, Head Office, Market Area and Industry Position

Table 43. NVIDIA Corporation Company Profile and Main Business

Table 44. NVIDIA Corporation Healthcare AI and Machine Learning Models, Specifications and Application

Table 45. NVIDIA Corporation Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

Table 46. NVIDIA Corporation Recent Developments

Table 47. Google Company Information, Head Office, Market Area and Industry Position

Table 48. Google Company Profile and Main Business

Table 49. Google Healthcare AI and Machine Learning Models, Specifications and Application

Table 50. Google Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

Table 51. Google Recent Developments

Table 52. General Electric Company Information, Head Office, Market Area and Industry Position

Table 53. General Electric Company Profile and Main Business

Table 54. General Electric Healthcare AI and Machine Learning Models, Specifications and Application

Table 55. General Electric Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

Table 56. General Electric Recent Developments

Table 57. Medtronic Company Information, Head Office, Market Area and Industry Position

Table 58. Medtronic Company Profile and Main Business

Table 59. Medtronic Healthcare AI and Machine Learning Models, Specifications and Application

Table 60. Medtronic Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

Table 61. Medtronic Recent Developments

Table 62. Micron Technology Company Information, Head Office, Market Area and Industry Position

Table 63. Micron Technology Company Profile and Main Business

Table 64. Micron Technology Healthcare AI and Machine Learning Models, Specifications and Application

Table 65. Micron Technology Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

Table 66. Micron Technology Recent Developments

Table 67. Amazon Web Services (AWS) Company Information, Head Office, Market Area and Industry Position

Table 68. Amazon Web Services (AWS) Company Profile and Main Business

Table 69. Amazon Web Services (AWS) Healthcare AI and Machine Learning Models, Specifications and Application

Table 70. Amazon Web Services (AWS) Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

Table 71. Amazon Web Services (AWS) Recent Developments

Table 72. Johnson & Johnson Services Company Information, Head Office, Market Area and Industry Position

Table 73. Johnson & Johnson Services Company Profile and Main Business

Table 74. Johnson & Johnson Services Healthcare AI and Machine Learning Models, Specifications and Application

Table 75. Johnson & Johnson Services Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

Table 76. Johnson & Johnson Services Recent Developments

Table 77. Startup Ecosystem Company Information, Head Office, Market Area and Industry Position

Table 78. Startup Ecosystem Company Profile and Main Business

Table 79. Startup Ecosystem Healthcare AI and Machine Learning Models, Specifications and Application

Table 80. Startup Ecosystem Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

Table 81. Startup Ecosystem Recent Developments

Table 82. Merative Company Information, Head Office, Market Area and Industry Position

Table 83. Merative Company Profile and Main Business

Table 84. Merative Healthcare AI and Machine Learning Models, Specifications and Application

Table 85. Merative Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

Table 86. Merative Recent Developments

Table 87. CloudMedx Company Information, Head Office, Market Area and Industry Position

Table 88. CloudMedx Company Profile and Main Business

Table 89. CloudMedx Healthcare AI and Machine Learning Models, Specifications and Application

Table 90. CloudMedx Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

Table 91. CloudMedx Recent Developments

Table 92. Oncora Medical Company Information, Head Office, Market Area and Industry Position

Table 93. Oncora Medical Company Profile and Main Business

Table 94. Oncora Medical Healthcare AI and Machine Learning Models, Specifications and Application

Table 95. Oncora Medical Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

Table 96. Oncora Medical Recent Developments

Table 97. Enlitic Company Information, Head Office, Market Area and Industry Position

Table 98. Enlitic Company Profile and Main Business

Table 99. Enlitic Healthcare AI and Machine Learning Models, Specifications and Application

Table 100. Enlitic Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

Table 101. Enlitic Recent Developments

Table 102. Lunit Inc. Company Information, Head Office, Market Area and Industry Position

Table 103. Lunit Inc. Company Profile and Main Business

Table 104. Lunit Inc. Healthcare AI and Machine Learning Models, Specifications and Application

Table 105. Lunit Inc. Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

Table 106. Lunit Inc. Recent Developments

Table 107. Qure AI Company Information, Head Office, Market Area and Industry Position

Table 108. Qure AI Company Profile and Main Business

Table 109. Qure AI Healthcare AI and Machine Learning Models, Specifications and Application

Table 110. Qure AI Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

Table 111. Qure AI Recent Developments

Table 112. Arterys Company Information, Head Office, Market Area and Industry Position

Table 113. Arterys Company Profile and Main Business

Table 114. Arterys Healthcare AI and Machine Learning Models, Specifications and Application

Table 115. Arterys Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

Table 116. Arterys Recent Developments

Table 117. COTA Healthcare Company Information, Head Office, Market Area and Industry Position

Table 118. COTA Healthcare Company Profile and Main Business

Table 119. COTA Healthcare Healthcare AI and Machine Learning Models, Specifications and Application

Table 120. COTA Healthcare Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

Table 121. COTA Healthcare Recent Developments

Table 122. FDNA Company Information, Head Office, Market Area and Industry Position

Table 123. FDNA Company Profile and Main Business

Table 124. FDNA Healthcare AI and Machine Learning Models, Specifications and Application

Table 125. FDNA Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

Table 126. FDNA Recent Developments

Table 127. Recursion Company Information, Head Office, Market Area and Industry Position

Table 128. Recursion Company Profile and Main Business

Table 129. Recursion Healthcare AI and Machine Learning Models, Specifications and Application

Table 130. Recursion Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

Table 131. Recursion Recent Developments

Table 132. Atomwise Company Information, Head Office, Market Area and Industry Position

Table 133. Atomwise Company Profile and Main Business

Table 134. Atomwise Healthcare AI and Machine Learning Models, Specifications and Application

Table 135. Atomwise Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

Table 136. Atomwise Recent Developments

Table 137. Virgin Pulse Company Information, Head Office, Market Area and Industry Position

Table 138. Virgin Pulse Company Profile and Main Business

Table 139. Virgin Pulse Healthcare AI and Machine Learning Models, Specifications and Application

Table 140. Virgin Pulse Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

Table 141. Virgin Pulse Recent Developments

Table 142. Babylon Health Company Information, Head Office, Market Area and Industry Position

Table 143. Babylon Health Company Profile and Main Business

Table 144. Babylon Health Healthcare AI and Machine Learning Models, Specifications and Application

Table 145. Babylon Health Healthcare AI and Machine Learning Revenue and Gross Margin, 2019-2024

Table 146. Babylon Health Recent Developments

List of Figure

Figure 1. Healthcare AI and Machine Learning Picture

Figure 2. Global Healthcare AI and Machine Learning Industry Market Size and Forecast (US$ million) & (2019-2030)

Figure 3. China Healthcare AI and Machine Learning Revenue and Forecast (US$ million) & (2019-2030)

Figure 4. 2019-2030 China Healthcare AI and Machine Learning Market Share of Global

Figure 5. Global Healthcare AI and Machine Learning Key Participants, Market Share, 2021 VS 2022 VS 2023

Figure 6. Global Healthcare AI and Machine Learning Market Share by Company, (Tier 1, Tier 2 and Tier 3), 2019-2024

Figure 7. China Healthcare AI and Machine Learning Key Participants, Market Share, 2021 VS 2022 VS 2023

Figure 8. China Healthcare AI and Machine Learning Revenue, Domestic VS Import Products, Proportion of China Local Players and Foreign Players, 2019-2024

Figure 9. Healthcare AI and Machine Learning Industry Chain

Figure 10. Machine Learning

Figure 11. Natural Language Processing

Figure 12. Context–aware Computing

Figure 13. Computer Vision

Figure 14. By Type, Global Healthcare AI and Machine Learning Revenue, 2019-2030, US$ Million

Figure 15. By Type, Global Healthcare AI and Machine Learning Revenue Market Share, 2019-2030

Figure 16. Hospitals

Figure 17. Pharmaceuticals

Figure 18. Patients

Figure 19. Others

Figure 20. By Application, Global Healthcare AI and Machine Learning Revenue, 2019-2030, US$ Million

Figure 21. By Application, Global Healthcare AI and Machine Learning Revenue Market Share, 2019-2030

Figure 22. By Region, Global Healthcare AI and Machine Learning Revenue Market Share, 2019-2030

Figure 23. North America Healthcare AI and Machine Learning Revenue & Forecasts, 2019-2030, US$ Million

Figure 24. By Country, North America Healthcare AI and Machine Learning Revenue Market Share, 2019-2024

Figure 25. Europe Healthcare AI and Machine Learning Revenue & Forecasts, 2019-2030, US$ Million

Figure 26. By Country, Europe Healthcare AI and Machine Learning Revenue Market Share, 2019-2024

Figure 27. Asia Pacific Healthcare AI and Machine Learning Revenue & Forecasts, 2019-2030, US$ Million

Figure 28. By Country/Region, Asia Pacific Healthcare AI and Machine Learning Revenue Market Share, 2019-2024

Figure 29. South America Healthcare AI and Machine Learning Revenue & Forecasts, 2019-2030, US$ Million

Figure 30. By Country, South America Healthcare AI and Machine Learning Revenue Market Share, 2019-2024

Figure 31. Middle East & Africa Healthcare AI and Machine Learning Revenue & Forecasts, 2019-2030, US$ Million

Figure 32. U.S. Healthcare AI and Machine Learning Revenue, 2019-2030, (US$ Million)

Figure 33. By Company, U.S. Healthcare AI and Machine Learning Market Share, 2019-2024

Figure 34. By Type, U.S. Healthcare AI and Machine Learning Revenue Market Share, 2022 VS 2029

Figure 35. By Application, U.S. Healthcare AI and Machine Learning Revenue Market Share, 2022 VS 2029

Figure 36. Europe Healthcare AI and Machine Learning Revenue, 2019-2030, (US$ Million)

Figure 37. By Company, Europe Healthcare AI and Machine Learning Market Share, 2019-2024

Figure 38. By Type, Europe Healthcare AI and Machine Learning Revenue Market Share, 2022 VS 2029

Figure 39. By Application, Europe Healthcare AI and Machine Learning Revenue Market Share, 2022 VS 2029

Figure 40. China Healthcare AI and Machine Learning Revenue, 2019-2030, (US$ Million)

Figure 41. By Company, China Healthcare AI and Machine Learning Market Share, 2019-2024

Figure 42. By Type, China Healthcare AI and Machine Learning Revenue Market Share, 2022 VS 2029

Figure 43. By Application, China Healthcare AI and Machine Learning Revenue Market Share, 2022 VS 2029

Figure 44. Japan Healthcare AI and Machine Learning Revenue, 2019-2030, (US$ Million)

Figure 45. By Company, Japan Healthcare AI and Machine Learning Market Share, 2019-2024

Figure 46. By Type, Japan Healthcare AI and Machine Learning Revenue Market Share, 2022 VS 2029

Figure 47. By Application, Japan Healthcare AI and Machine Learning Revenue Market Share, 2022 VS 2029

Figure 48. South Korea Healthcare AI and Machine Learning Revenue, 2019-2030, (US$ Million)

Figure 49. By Company, South Korea Healthcare AI and Machine Learning Market Share, 2019-2024

Figure 50. By Type, South Korea Healthcare AI and Machine Learning Revenue Market Share, 2022 VS 2029

Figure 51. By Application, South Korea Healthcare AI and Machine Learning Revenue Market Share, 2022 VS 2029

Figure 52. Southeast Asia Healthcare AI and Machine Learning Revenue, 2019-2030, (US$ Million)

Figure 53. By Company, Southeast Asia Healthcare AI and Machine Learning Market Share, 2019-2024

Figure 54. By Type, Southeast Asia Healthcare AI and Machine Learning Revenue Market Share, 2022 VS 2029

Figure 55. By Application, Southeast Asia Healthcare AI and Machine Learning Revenue Market Share, 2022 VS 2029

Figure 56. India Healthcare AI and Machine Learning Revenue, 2019-2030, (US$ Million)

Figure 57. By Company, India Healthcare AI and Machine Learning Market Share, 2019-2024

Figure 58. By Type, India Healthcare AI and Machine Learning Revenue Market Share, 2022 VS 2029

Figure 59. By Application, India Healthcare AI and Machine Learning Revenue Market Share, 2022 VS 2029

Figure 60. Middle East & Asia Healthcare AI and Machine Learning Revenue, 2019-2030, (US$ Million)

Figure 61. By Company, Middle East & Asia Healthcare AI and Machine Learning Market Share, 2019-2024

Figure 62. By Type, Middle East & Asia Healthcare AI and Machine Learning Revenue Market Share, 2022 VS 2029

Figure 63. By Application, Middle East & Asia Healthcare AI and Machine Learning Revenue Market Share, 2022 VS 2029

Figure 64. Research Methodology

Figure 65. Breakdown of Primary Interviews

Figure 66. Bottom-up Approaches

Figure 67. Top-down Approaches

Methodology/Research Approach

This research study involved the extensive usage of both primary and secondary data sources. The research process involved the study of various factors affecting the industry, including the government policy, market environment, competitive landscape, historical data, present trends in the market, technological innovation, upcoming technologies and the technical progress in related industry, and market risks, opportunities, market barriers and challenges. The following illustrative figure shows the market research methodology applied in this report.

Research Programs/Design

Historical Data (2015-2019)	Industry Trends Competitive Landscape By Company Expansion Mergers and Acquisitions Market Segment by Type by Application By Regions/ Geography	Value Status and Outlook Value for Major Players Market Share Growth Rate Present Situation Analysis Value Market Share Growth Rate Present Situation Analysis
Influencing Factors	Market Environment Government Policy Technological Changes Market Risks	Market Drivers Growing Demand of Downstream Reduction in Cost
Market Forecast (2021-2026)	Overall Size by Type by Application By Regions/Geography	Key Data (Value) Market Share Growth Rate CAGR (2021-2026)

Market Size Estimation

Top-down and bottom-up approaches are used to validate the global Voluntary Carbon Offset market size market and estimate the market size for Company, regions segments, product segments and Application (end users).

The market estimations in this report are based on the marketed sale price of Voluntary Carbon Offset (excluding any discounts provided by the player, distributor, wholesaler or traders). The percentage splits, market share, and breakdowns of the product segments are derived on the basis of weights assigned to each of the segments on the basis of their utilization rate and average sale price. The regional splits of the overall Voluntary Carbon Offset market and its sub-segments are based on the percentage adoption or utilization of the given product in the respective region or country.

Major Company in the market is identified through secondary research and their market revenues determined through primary and secondary research. Secondary research included the research of the annual and financial reports of the top Company; whereas, primary research included extensive interviews of key opinion leaders and industry experts such as experienced front-line staff, directors, CEOs and marketing executives. The percentage splits, market share, Growth Rate and breakdowns of the product markets are determined through using secondary sources and verified through the primary sources.

All possible factors that influence the markets included in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. The market size for top-level markets and sub-segments is normalized, and the effect of inflation, economic downturns, and regulatory & policy changes or other factors are not accounted for in the market forecast. This data is combined and added with detailed inputs and analysis from Market Intellix and presented in this report

The following figure shows an illustrative representation of the overall market size estimation process used for this study.

Market Breakdown and Data Triangulation

After complete market engineering with calculations for market statistics; market size estimations; market forecasting; market breakdown; and data triangulation, extensive primary research was conducted to gather information and verify and validate the critical numbers arrived at. In the complete market engineering process, both top-down and bottom-up approaches were extensively used, along with several data triangulation methods, to perform market estimation and market forecasting for the overall market segments and sub-segments listed in this report. Extensive qualitative and further quantitative analysis is also done from all the numbers arrived at in the complete market engineering process to list key information throughout the report.

Data Source

Secondary Sources

Secondary sources include such as press releases, annual reports, non-profit organizations, industry associations, governmental agencies and customs data, etc. This research study involves the usage of widespread secondary sources, directories, databases such as Bloomberg Business, Wind Info, Hoovers, Factiva (Dow Jones & Company), and TRADING ECONOMICS, and News Network, statista, Federal Reserve Economic Data, annual reports, BIS Statistics, ICIS; company house documents; CAS(American Chemical Society); investor presentations; and SEC filings of companies. Secondary research was used to identify and collect information useful for the extensive, technical, market-oriented, and Hospitals study of the Voluntary Carbon Offset market. It was also used to obtain important information about the top companies, market classification and segmentation according to industry trends to the bottom-most level, and key developments related to market and technology perspectives.

Market Size	Segmental value Geographic Penetration Product Adoption Rate for Different market	Journals, Websites, and Press Releases Annual Reports and SEC Filings Company Websites and Press Releases Public and Paid Databases Market Intellix Data Repository
Market Position of Top Company	Product Financials Geographic value Mix Total Company value Business/Segmental value Mix
Qualitative Analysis	Influence Factors Market Potential Market Risks and Opportunities Industry Trends Geographical Features Government Policies	Company Websites and Press Releases Public and Paid Databases Annual Reports Industry Associations Market Intellix Data Repository

Primary Sources

In the primary research process, various sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information for this report. The primary sources from the supply side include product Company (and their competitors), opinion leaders, industry experts, research institutions, distributors, dealer and traders, as well as the raw materials suppliers and producers, etc.

The primary sources from the demand side include industry experts such as business leaders, marketing and sales directors, technology and innovation directors, supply chain executive, end use (product buyers), and related key executives from various key companies and organizations operating in the global market.

Primary research was conducted to identify segmentation Type, product price range, product Application, key Company, raw materials supply and the downstream demand, industry status and outlook, and key market dynamics such as risks, influence factors, opportunities, market barriers, industry trends, and key player strategies.

Key Executives Interviewed

Key Data Information from Primary Sources

Primary Sources	Parameters	Key Data
Market Segments(by Application, by Type)	Value by Type Status and Forecast Value by Application Value by Regions, Status and Forecast (2021-2026)	Value Market Share by Type Value Growth Rate by Type Value by Application Percentage and Growth Rate by Application Value Growth Rate and Market Share by Regions Market Size Status and Forecast (2021-2026)
Total Market	Overall Size, Status and Forecast	Market Size Status and Forecast (2021-2026)