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Machine Learning in Medicine - Global Market Share and Ranking, Overall Sales and Demand Forecast 2024-2030
Published Date: September 2024
|
Report Code: QYRE-Auto-10X2804
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Global Machine Learning in Medicine Market Insights Forecast to 2028
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Machine Learning in Medicine - Global Market Share and Ranking, Overall Sales and Demand Forecast 2024-2030

Code: QYRE-Auto-10X2804
Report
September 2024
Pages:112
QYResearch
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DESCRIPTION
TABLE OF CONTENT
TABLES & FIGURES

Machine Learning in Medicine - Market Size

According to our research, the global market for medical devices is estimated at US$ 603 billion in the year 2023, and will be growing at a CAGR of 5% during next six years.

Machine Learning in Medicine - Market

Machine Learning in Medicine - Market

Machine Learning (ML) provides methods, techniques, and tools that can help solving diagnostic and prognostic problems in a variety of medical domains.
The global market for Machine Learning in Medicine was estimated to be worth US$ million in 2023 and is forecast to a readjusted size of US$ million by 2030 with a CAGR of % during the forecast period 2024-2030.
The global healthcare spending contributes to occupy 10% of the global GDP and is continuously rising in recent years due to the increasing health needs of the aging population, the growing prevalence of chronic and infectious diseases and the expansion of emerging markets. The medical devices market plays a significant role in the healthcare industry. The market is driven by several factors, including the increasing demand for advanced healthcare services globally, advancements in medical technology, growing geriatric population, rising healthcare expenditure, and increasing awareness about early disease diagnosis and treatment.

Report Scope

This report aims to provide a comprehensive presentation of the global market for Machine Learning in Medicine, focusing on the total sales revenue, key companies market share and ranking, together with an analysis of Machine Learning in Medicine by region & country, by Type, and by Application.
The Machine Learning in Medicine market size, estimations, and forecasts are provided in terms of sales revenue ($ millions), considering 2023 as the base year, with history and forecast data for the period from 2019 to 2030. With both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Machine Learning in Medicine.
Market Segmentation

Scope of Machine Learning in Medicine - Market Report

Report Metric Details
Report Name Machine Learning in Medicine - Market
Accounted market size in year US$ 603 billion
CAGR 5%
Base Year year
Segment by Type:
  • Supervised Learning
  • Unsupervised Learning
  • Semi Supervised Learning
  • Reinforced Leaning
Segment by Application
  • Diagnosis
  • Drug Discovery
  • Others
By Region
  • North America (United States, Canada)
  • Europe (Germany, France, UK, Italy, Russia) Rest of Europe
  • Nordic Countries
  • Asia-Pacific (China, Japan, South Korea)
  • Southeast Asia (India, Australia)
  • Rest of Asia
  • Latin America (Mexico, Brazil)
  • Rest of Latin America
  • Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of MEA)
By Company Google, Bio Beats, Jvion, Lumiata, DreaMed, Healint, Arterys, Atomwise, Health Fidelity, Ginger
Forecast units USD million in value
Report coverage Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

  • Chapter 1: Introduces the report scope of the report, global total market size. This chapter also provides the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.
  • Chapter 2: Detailed analysis of Machine Learning in Medicine manufacturers competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
  • Chapter 3: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
  • Chapter 4: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
  • Chapter 5: Revenue of Machine Learning in Medicine in regional level. It provides a quantitative analysis of the market size and development potential of each region and introduces the market development, future development prospects, market space, and market size of each country in the world.
  • Chapter 6: Revenue of Machine Learning in Medicine in country level. It provides sigmate data by Type, and by Application for each country/region.
  • Chapter 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product revenue, gross margin, product introduction, recent development, etc.
  • Chapter 8: Analysis of industrial chain, including the upstream and downstream of the industry.
  • Chapter 9: Conclusion.

FAQ for this report

Who are the main players in the Machine Learning in Medicine - Market report?

Ans: The main players in the Machine Learning in Medicine - Market are Google, Bio Beats, Jvion, Lumiata, DreaMed, Healint, Arterys, Atomwise, Health Fidelity, Ginger

What are the Application segmentation covered in the Machine Learning in Medicine - Market report?

Ans: The Applications covered in the Machine Learning in Medicine - Market report are Diagnosis, Drug Discovery, Others

What are the Type segmentation covered in the Machine Learning in Medicine - Market report?

Ans: The Types covered in the Machine Learning in Medicine - Market report are Supervised Learning, Unsupervised Learning, Semi Supervised Learning, Reinforced Leaning

1 Market Overview
1.1 Machine Learning in Medicine Product Introduction
1.2 Global Machine Learning in Medicine Market Size Forecast
1.3 Machine Learning in Medicine Market Trends & Drivers
1.3.1 Machine Learning in Medicine Industry Trends
1.3.2 Machine Learning in Medicine Market Drivers & Opportunity
1.3.3 Machine Learning in Medicine Market Challenges
1.3.4 Machine Learning in Medicine Market Restraints
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Competitive Analysis by Company
2.1 Global Machine Learning in Medicine Players Revenue Ranking (2023)
2.2 Global Machine Learning in Medicine Revenue by Company (2019-2024)
2.3 Key Companies Machine Learning in Medicine Manufacturing Base Distribution and Headquarters
2.4 Key Companies Machine Learning in Medicine Product Offered
2.5 Key Companies Time to Begin Mass Production of Machine Learning in Medicine
2.6 Machine Learning in Medicine Market Competitive Analysis
2.6.1 Machine Learning in Medicine Market Concentration Rate (2019-2024)
2.6.2 Global 5 and 10 Largest Companies by Machine Learning in Medicine Revenue in 2023
2.6.3 Global Top Companies by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning in Medicine as of 2023)
2.7 Mergers & Acquisitions, Expansion
3 Segmentation by Type
3.1 Introduction by Type
3.1.1 Supervised Learning
3.1.2 Unsupervised Learning
3.1.3 Semi Supervised Learning
3.1.4 Reinforced Leaning
3.2 Global Machine Learning in Medicine Sales Value by Type
3.2.1 Global Machine Learning in Medicine Sales Value by Type (2019 VS 2023 VS 2030)
3.2.2 Global Machine Learning in Medicine Sales Value, by Type (2019-2030)
3.2.3 Global Machine Learning in Medicine Sales Value, by Type (%) (2019-2030)
4 Segmentation by Application
4.1 Introduction by Application
4.1.1 Diagnosis
4.1.2 Drug Discovery
4.1.3 Others
4.2 Global Machine Learning in Medicine Sales Value by Application
4.2.1 Global Machine Learning in Medicine Sales Value by Application (2019 VS 2023 VS 2030)
4.2.2 Global Machine Learning in Medicine Sales Value, by Application (2019-2030)
4.2.3 Global Machine Learning in Medicine Sales Value, by Application (%) (2019-2030)
5 Segmentation by Region
5.1 Global Machine Learning in Medicine Sales Value by Region
5.1.1 Global Machine Learning in Medicine Sales Value by Region: 2019 VS 2023 VS 2030
5.1.2 Global Machine Learning in Medicine Sales Value by Region (2019-2024)
5.1.3 Global Machine Learning in Medicine Sales Value by Region (2025-2030)
5.1.4 Global Machine Learning in Medicine Sales Value by Region (%), (2019-2030)
5.2 North America
5.2.1 North America Machine Learning in Medicine Sales Value, 2019-2030
5.2.2 North America Machine Learning in Medicine Sales Value by Country (%), 2023 VS 2030
5.3 Europe
5.3.1 Europe Machine Learning in Medicine Sales Value, 2019-2030
5.3.2 Europe Machine Learning in Medicine Sales Value by Country (%), 2023 VS 2030
5.4 Asia Pacific
5.4.1 Asia Pacific Machine Learning in Medicine Sales Value, 2019-2030
5.4.2 Asia Pacific Machine Learning in Medicine Sales Value by Country (%), 2023 VS 2030
5.5 South America
5.5.1 South America Machine Learning in Medicine Sales Value, 2019-2030
5.5.2 South America Machine Learning in Medicine Sales Value by Country (%), 2023 VS 2030
5.6 Middle East & Africa
5.6.1 Middle East & Africa Machine Learning in Medicine Sales Value, 2019-2030
5.6.2 Middle East & Africa Machine Learning in Medicine Sales Value by Country (%), 2023 VS 2030
6 Segmentation by Key Countries/Regions
6.1 Key Countries/Regions Machine Learning in Medicine Sales Value Growth Trends, 2019 VS 2023 VS 2030
6.2 Key Countries/Regions Machine Learning in Medicine Sales Value
6.3 United States
6.3.1 United States Machine Learning in Medicine Sales Value, 2019-2030
6.3.2 United States Machine Learning in Medicine Sales Value by Type (%), 2023 VS 2030
6.3.3 United States Machine Learning in Medicine Sales Value by Application, 2023 VS 2030
6.4 Europe
6.4.1 Europe Machine Learning in Medicine Sales Value, 2019-2030
6.4.2 Europe Machine Learning in Medicine Sales Value by Type (%), 2023 VS 2030
6.4.3 Europe Machine Learning in Medicine Sales Value by Application, 2023 VS 2030
6.5 China
6.5.1 China Machine Learning in Medicine Sales Value, 2019-2030
6.5.2 China Machine Learning in Medicine Sales Value by Type (%), 2023 VS 2030
6.5.3 China Machine Learning in Medicine Sales Value by Application, 2023 VS 2030
6.6 Japan
6.6.1 Japan Machine Learning in Medicine Sales Value, 2019-2030
6.6.2 Japan Machine Learning in Medicine Sales Value by Type (%), 2023 VS 2030
6.6.3 Japan Machine Learning in Medicine Sales Value by Application, 2023 VS 2030
6.7 South Korea
6.7.1 South Korea Machine Learning in Medicine Sales Value, 2019-2030
6.7.2 South Korea Machine Learning in Medicine Sales Value by Type (%), 2023 VS 2030
6.7.3 South Korea Machine Learning in Medicine Sales Value by Application, 2023 VS 2030
6.8 Southeast Asia
6.8.1 Southeast Asia Machine Learning in Medicine Sales Value, 2019-2030
6.8.2 Southeast Asia Machine Learning in Medicine Sales Value by Type (%), 2023 VS 2030
6.8.3 Southeast Asia Machine Learning in Medicine Sales Value by Application, 2023 VS 2030
6.9 India
6.9.1 India Machine Learning in Medicine Sales Value, 2019-2030
6.9.2 India Machine Learning in Medicine Sales Value by Type (%), 2023 VS 2030
6.9.3 India Machine Learning in Medicine Sales Value by Application, 2023 VS 2030
7 Company Profiles
7.1 Google
7.1.1 Google Profile
7.1.2 Google Main Business
7.1.3 Google Machine Learning in Medicine Products, Services and Solutions
7.1.4 Google Machine Learning in Medicine Revenue (US$ Million) & (2019-2024)
7.1.5 Google Recent Developments
7.2 Bio Beats
7.2.1 Bio Beats Profile
7.2.2 Bio Beats Main Business
7.2.3 Bio Beats Machine Learning in Medicine Products, Services and Solutions
7.2.4 Bio Beats Machine Learning in Medicine Revenue (US$ Million) & (2019-2024)
7.2.5 Bio Beats Recent Developments
7.3 Jvion
7.3.1 Jvion Profile
7.3.2 Jvion Main Business
7.3.3 Jvion Machine Learning in Medicine Products, Services and Solutions
7.3.4 Jvion Machine Learning in Medicine Revenue (US$ Million) & (2019-2024)
7.3.5 Lumiata Recent Developments
7.4 Lumiata
7.4.1 Lumiata Profile
7.4.2 Lumiata Main Business
7.4.3 Lumiata Machine Learning in Medicine Products, Services and Solutions
7.4.4 Lumiata Machine Learning in Medicine Revenue (US$ Million) & (2019-2024)
7.4.5 Lumiata Recent Developments
7.5 DreaMed
7.5.1 DreaMed Profile
7.5.2 DreaMed Main Business
7.5.3 DreaMed Machine Learning in Medicine Products, Services and Solutions
7.5.4 DreaMed Machine Learning in Medicine Revenue (US$ Million) & (2019-2024)
7.5.5 DreaMed Recent Developments
7.6 Healint
7.6.1 Healint Profile
7.6.2 Healint Main Business
7.6.3 Healint Machine Learning in Medicine Products, Services and Solutions
7.6.4 Healint Machine Learning in Medicine Revenue (US$ Million) & (2019-2024)
7.6.5 Healint Recent Developments
7.7 Arterys
7.7.1 Arterys Profile
7.7.2 Arterys Main Business
7.7.3 Arterys Machine Learning in Medicine Products, Services and Solutions
7.7.4 Arterys Machine Learning in Medicine Revenue (US$ Million) & (2019-2024)
7.7.5 Arterys Recent Developments
7.8 Atomwise
7.8.1 Atomwise Profile
7.8.2 Atomwise Main Business
7.8.3 Atomwise Machine Learning in Medicine Products, Services and Solutions
7.8.4 Atomwise Machine Learning in Medicine Revenue (US$ Million) & (2019-2024)
7.8.5 Atomwise Recent Developments
7.9 Health Fidelity
7.9.1 Health Fidelity Profile
7.9.2 Health Fidelity Main Business
7.9.3 Health Fidelity Machine Learning in Medicine Products, Services and Solutions
7.9.4 Health Fidelity Machine Learning in Medicine Revenue (US$ Million) & (2019-2024)
7.9.5 Health Fidelity Recent Developments
7.10 Ginger
7.10.1 Ginger Profile
7.10.2 Ginger Main Business
7.10.3 Ginger Machine Learning in Medicine Products, Services and Solutions
7.10.4 Ginger Machine Learning in Medicine Revenue (US$ Million) & (2019-2024)
7.10.5 Ginger Recent Developments
8 Industry Chain Analysis
8.1 Machine Learning in Medicine Industrial Chain
8.2 Machine Learning in Medicine Upstream Analysis
8.2.1 Key Raw Materials
8.2.2 Raw Materials Key Suppliers
8.2.3 Manufacturing Cost Structure
8.3 Midstream Analysis
8.4 Downstream Analysis (Customers Analysis)
8.5 Sales Model and Sales Channels
8.5.1 Machine Learning in Medicine Sales Model
8.5.2 Sales Channel
8.5.3 Machine Learning in Medicine Distributors
9 Research Findings and Conclusion
10 Appendix
10.1 Research Methodology
10.1.1 Methodology/Research Approach
10.1.2 Data Source
10.2 Author Details
10.3 Disclaimer
List of Tables
    Table 1. Machine Learning in Medicine Market Trends
    Table 2. Machine Learning in Medicine Market Drivers & Opportunity
    Table 3. Machine Learning in Medicine Market Challenges
    Table 4. Machine Learning in Medicine Market Restraints
    Table 5. Global Machine Learning in Medicine Revenue by Company (2019-2024) & (US$ Million)
    Table 6. Global Machine Learning in Medicine Revenue Market Share by Company (2019-2024)
    Table 7. Key Companies Machine Learning in Medicine Manufacturing Base Distribution and Headquarters
    Table 8. Key Companies Machine Learning in Medicine Product Type
    Table 9. Key Companies Time to Begin Mass Production of Machine Learning in Medicine
    Table 10. Global Machine Learning in Medicine Companies Market Concentration Ratio (CR5 and HHI)
    Table 11. Global Top Companies Market Share by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning in Medicine as of 2023)
    Table 12. Mergers & Acquisitions, Expansion Plans
    Table 13. Global Machine Learning in Medicine Sales Value by Type: 2019 VS 2023 VS 2030 (US$ Million)
    Table 14. Global Machine Learning in Medicine Sales Value by Type (2019-2024) & (US$ Million)
    Table 15. Global Machine Learning in Medicine Sales Value by Type (2025-2030) & (US$ Million)
    Table 16. Global Machine Learning in Medicine Sales Market Share in Value by Type (2019-2024) & (%)
    Table 17. Global Machine Learning in Medicine Sales Market Share in Value by Type (2025-2030) & (%)
    Table 18. Global Machine Learning in Medicine Sales Value by Application: 2019 VS 2023 VS 2030 (US$ Million)
    Table 19. Global Machine Learning in Medicine Sales Value by Application (2019-2024) & (US$ Million)
    Table 20. Global Machine Learning in Medicine Sales Value by Application (2025-2030) & (US$ Million)
    Table 21. Global Machine Learning in Medicine Sales Market Share in Value by Application (2019-2024) & (%)
    Table 22. Global Machine Learning in Medicine Sales Market Share in Value by Application (2025-2030) & (%)
    Table 23. Global Machine Learning in Medicine Sales Value by Region: 2019 VS 2023 VS 2030 (US$ Million)
    Table 24. Global Machine Learning in Medicine Sales Value by Region (2019-2024) & (US$ Million)
    Table 25. Global Machine Learning in Medicine Sales Value by Region (2025-2030) & (US$ Million)
    Table 26. Global Machine Learning in Medicine Sales Value by Region (2019-2024) & (%)
    Table 27. Global Machine Learning in Medicine Sales Value by Region (2025-2030) & (%)
    Table 28. Key Countries/Regions Machine Learning in Medicine Sales Value Growth Trends, (US$ Million): 2019 VS 2023 VS 2030
    Table 29. Key Countries/Regions Machine Learning in Medicine Sales Value, (2019-2024) & (US$ Million)
    Table 30. Key Countries/Regions Machine Learning in Medicine Sales Value, (2025-2030) & (US$ Million)
    Table 31. Google Basic Information List
    Table 32. Google Description and Business Overview
    Table 33. Google Machine Learning in Medicine Products, Services and Solutions
    Table 34. Revenue (US$ Million) in Machine Learning in Medicine Business of Google (2019-2024)
    Table 35. Google Recent Developments
    Table 36. Bio Beats Basic Information List
    Table 37. Bio Beats Description and Business Overview
    Table 38. Bio Beats Machine Learning in Medicine Products, Services and Solutions
    Table 39. Revenue (US$ Million) in Machine Learning in Medicine Business of Bio Beats (2019-2024)
    Table 40. Bio Beats Recent Developments
    Table 41. Jvion Basic Information List
    Table 42. Jvion Description and Business Overview
    Table 43. Jvion Machine Learning in Medicine Products, Services and Solutions
    Table 44. Revenue (US$ Million) in Machine Learning in Medicine Business of Jvion (2019-2024)
    Table 45. Jvion Recent Developments
    Table 46. Lumiata Basic Information List
    Table 47. Lumiata Description and Business Overview
    Table 48. Lumiata Machine Learning in Medicine Products, Services and Solutions
    Table 49. Revenue (US$ Million) in Machine Learning in Medicine Business of Lumiata (2019-2024)
    Table 50. Lumiata Recent Developments
    Table 51. DreaMed Basic Information List
    Table 52. DreaMed Description and Business Overview
    Table 53. DreaMed Machine Learning in Medicine Products, Services and Solutions
    Table 54. Revenue (US$ Million) in Machine Learning in Medicine Business of DreaMed (2019-2024)
    Table 55. DreaMed Recent Developments
    Table 56. Healint Basic Information List
    Table 57. Healint Description and Business Overview
    Table 58. Healint Machine Learning in Medicine Products, Services and Solutions
    Table 59. Revenue (US$ Million) in Machine Learning in Medicine Business of Healint (2019-2024)
    Table 60. Healint Recent Developments
    Table 61. Arterys Basic Information List
    Table 62. Arterys Description and Business Overview
    Table 63. Arterys Machine Learning in Medicine Products, Services and Solutions
    Table 64. Revenue (US$ Million) in Machine Learning in Medicine Business of Arterys (2019-2024)
    Table 65. Arterys Recent Developments
    Table 66. Atomwise Basic Information List
    Table 67. Atomwise Description and Business Overview
    Table 68. Atomwise Machine Learning in Medicine Products, Services and Solutions
    Table 69. Revenue (US$ Million) in Machine Learning in Medicine Business of Atomwise (2019-2024)
    Table 70. Atomwise Recent Developments
    Table 71. Health Fidelity Basic Information List
    Table 72. Health Fidelity Description and Business Overview
    Table 73. Health Fidelity Machine Learning in Medicine Products, Services and Solutions
    Table 74. Revenue (US$ Million) in Machine Learning in Medicine Business of Health Fidelity (2019-2024)
    Table 75. Health Fidelity Recent Developments
    Table 76. Ginger Basic Information List
    Table 77. Ginger Description and Business Overview
    Table 78. Ginger Machine Learning in Medicine Products, Services and Solutions
    Table 79. Revenue (US$ Million) in Machine Learning in Medicine Business of Ginger (2019-2024)
    Table 80. Ginger Recent Developments
    Table 81. Key Raw Materials Lists
    Table 82. Raw Materials Key Suppliers Lists
    Table 83. Machine Learning in Medicine Downstream Customers
    Table 84. Machine Learning in Medicine Distributors List
    Table 85. Research Programs/Design for This Report
    Table 86. Key Data Information from Secondary Sources
    Table 87. Key Data Information from Primary Sources
    Table 88. Business Unit and Senior & Team Lead Analysts
List of Figures
    Figure 1. Machine Learning in Medicine Product Picture
    Figure 2. Global Machine Learning in Medicine Sales Value, 2019 VS 2023 VS 2030 (US$ Million)
    Figure 3. Global Machine Learning in Medicine Sales Value (2019-2030) & (US$ Million)
    Figure 4. Machine Learning in Medicine Report Years Considered
    Figure 5. Global Machine Learning in Medicine Players Revenue Ranking (2023) & (US$ Million)
    Figure 6. The 5 and 10 Largest Manufacturers in the World: Market Share by Machine Learning in Medicine Revenue in 2023
    Figure 7. Machine Learning in Medicine Market Share by Company Type (Tier 1, Tier 2, and Tier 3): 2019 VS 2023
    Figure 8. Supervised Learning Picture
    Figure 9. Unsupervised Learning Picture
    Figure 10. Semi Supervised Learning Picture
    Figure 11. Reinforced Leaning Picture
    Figure 12. Global Machine Learning in Medicine Sales Value by Type (2019 VS 2023 VS 2030) & (US$ Million)
    Figure 13. Global Machine Learning in Medicine Sales Value Market Share by Type, 2023 & 2030
    Figure 14. Product Picture of Diagnosis
    Figure 15. Product Picture of Drug Discovery
    Figure 16. Product Picture of Others
    Figure 17. Global Machine Learning in Medicine Sales Value by Application (2019 VS 2023 VS 2030) & (US$ Million)
    Figure 18. Global Machine Learning in Medicine Sales Value Market Share by Application, 2023 & 2030
    Figure 19. North America Machine Learning in Medicine Sales Value (2019-2030) & (US$ Million)
    Figure 20. North America Machine Learning in Medicine Sales Value by Country (%), 2023 VS 2030
    Figure 21. Europe Machine Learning in Medicine Sales Value (2019-2030) & (US$ Million)
    Figure 22. Europe Machine Learning in Medicine Sales Value by Country (%), 2023 VS 2030
    Figure 23. Asia Pacific Machine Learning in Medicine Sales Value (2019-2030) & (US$ Million)
    Figure 24. Asia Pacific Machine Learning in Medicine Sales Value by Country (%), 2023 VS 2030
    Figure 25. South America Machine Learning in Medicine Sales Value (2019-2030) & (US$ Million)
    Figure 26. South America Machine Learning in Medicine Sales Value by Country (%), 2023 VS 2030
    Figure 27. Middle East & Africa Machine Learning in Medicine Sales Value (2019-2030) & (US$ Million)
    Figure 28. Middle East & Africa Machine Learning in Medicine Sales Value by Country (%), 2023 VS 2030
    Figure 29. Key Countries/Regions Machine Learning in Medicine Sales Value (%), (2019-2030)
    Figure 30. United States Machine Learning in Medicine Sales Value, (2019-2030) & (US$ Million)
    Figure 31. United States Machine Learning in Medicine Sales Value by Type (%), 2023 VS 2030
    Figure 32. United States Machine Learning in Medicine Sales Value by Application (%), 2023 VS 2030
    Figure 33. Europe Machine Learning in Medicine Sales Value, (2019-2030) & (US$ Million)
    Figure 34. Europe Machine Learning in Medicine Sales Value by Type (%), 2023 VS 2030
    Figure 35. Europe Machine Learning in Medicine Sales Value by Application (%), 2023 VS 2030
    Figure 36. China Machine Learning in Medicine Sales Value, (2019-2030) & (US$ Million)
    Figure 37. China Machine Learning in Medicine Sales Value by Type (%), 2023 VS 2030
    Figure 38. China Machine Learning in Medicine Sales Value by Application (%), 2023 VS 2030
    Figure 39. Japan Machine Learning in Medicine Sales Value, (2019-2030) & (US$ Million)
    Figure 40. Japan Machine Learning in Medicine Sales Value by Type (%), 2023 VS 2030
    Figure 41. Japan Machine Learning in Medicine Sales Value by Application (%), 2023 VS 2030
    Figure 42. South Korea Machine Learning in Medicine Sales Value, (2019-2030) & (US$ Million)
    Figure 43. South Korea Machine Learning in Medicine Sales Value by Type (%), 2023 VS 2030
    Figure 44. South Korea Machine Learning in Medicine Sales Value by Application (%), 2023 VS 2030
    Figure 45. Southeast Asia Machine Learning in Medicine Sales Value, (2019-2030) & (US$ Million)
    Figure 46. Southeast Asia Machine Learning in Medicine Sales Value by Type (%), 2023 VS 2030
    Figure 47. Southeast Asia Machine Learning in Medicine Sales Value by Application (%), 2023 VS 2030
    Figure 48. India Machine Learning in Medicine Sales Value, (2019-2030) & (US$ Million)
    Figure 49. India Machine Learning in Medicine Sales Value by Type (%), 2023 VS 2030
    Figure 50. India Machine Learning in Medicine Sales Value by Application (%), 2023 VS 2030
    Figure 51. Machine Learning in Medicine Industrial Chain
    Figure 52. Machine Learning in Medicine Manufacturing Cost Structure
    Figure 53. Channels of Distribution (Direct Sales, and Distribution)
    Figure 54. Bottom-up and Top-down Approaches for This Report
    Figure 55. Data Triangulation
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