Covid-19 Impact on Global Machine Learning in Medicine Market Size, Status and Forecast 2020-2026
Machine Learning (ML) provides methods, techniques, and tools that can help solving diagnostic and prognostic problems in a variety of medical domains.
Since the COVID-19 virus outbreak in December 2019, the disease has spread to almost 100 countries around the globe with the World Health Organization declaring it a public health emergency. The global impacts of the coronavirus disease 2019 (COVID-19) are already starting to be felt, and will significantly affect the Machine Learning in Medicine market in 2020.
COVID-19 can affect the global economy in three main ways: by directly affecting production and demand, by creating supply chain and market disruption, and by its financial impact on firms and financial markets.
The outbreak of COVID-19 has brought effects on many aspects, like flight cancellations; travel bans and quarantines; restaurants closed; all indoor events restricted; over forty countries state of emergency declared; massive slowing of the supply chain; stock market volatility; falling business confidence, growing panic among the population, and uncertainty about future.
This report also analyses the impact of Coronavirus COVID-19 on the Machine Learning in Medicine industry.
Based on our recent survey, we have several different scenarios about the Machine Learning in Medicine YoY growth rate for 2020. The probable scenario is expected to grow by a xx% in 2020 and the revenue will be xx in 2020 from US$ xx million in 2019. The market size of Machine Learning in Medicine will reach xx in 2026, with a CAGR of xx% from 2020 to 2026.
With industry-standard accuracy in analysis and high data integrity, the report makes a brilliant attempt to unveil key opportunities available in the global Machine Learning in Medicine market to help players in achieving a strong market position. Buyers of the report can access verified and reliable market forecasts, including those for the overall size of the global Machine Learning in Medicine market in terms of revenue.
Players, stakeholders, and other participants in the global Machine Learning in Medicine market will be able to gain the upper hand as they use the report as a powerful resource. For this version of the report, the segmental analysis focuses on revenue and forecast by each application segment in terms of revenue and forecast by each type segment in terms of revenue for the period 2015-2026.
Regional and Country-level Analysis
The report offers an exhaustive geographical analysis of the global Machine Learning in Medicine market, covering important regions, viz, North America, Europe, China, Japan, Southeast Asia, India and Central & South America. It also covers key countries (regions), viz, U.S., Canada, Germany, France, U.K., Italy, Russia, China, Japan, South Korea, India, Australia, Taiwan, Indonesia, Thailand, Malaysia, Philippines, Vietnam, Mexico, Brazil, Turkey, Saudi Arabia, U.A.E, etc.
The report includes country-wise and region-wise market size for the period 2015-2026. It also includes market size and forecast by each application segment in terms of revenue for the period 2015-2026.
Competition Analysis
In the competitive analysis section of the report, leading as well as prominent players of the global Machine Learning in Medicine market are broadly studied on the basis of key factors. The report offers comprehensive analysis and accurate statistics on revenue by the player for the period 2015-2020. It also offers detailed analysis supported by reliable statistics on price and revenue (global level) by player for the period 2015-2020.
On the whole, the report proves to be an effective tool that players can use to gain a competitive edge over their competitors and ensure lasting success in the global Machine Learning in Medicine market. All of the findings, data, and information provided in the report are validated and revalidated with the help of trustworthy sources. The analysts who have authored the report took a unique and industry-best research and analysis approach for an in-depth study of the global Machine Learning in Medicine market.
The following players are covered in this report:
Since the COVID-19 virus outbreak in December 2019, the disease has spread to almost 100 countries around the globe with the World Health Organization declaring it a public health emergency. The global impacts of the coronavirus disease 2019 (COVID-19) are already starting to be felt, and will significantly affect the Machine Learning in Medicine market in 2020.
COVID-19 can affect the global economy in three main ways: by directly affecting production and demand, by creating supply chain and market disruption, and by its financial impact on firms and financial markets.
The outbreak of COVID-19 has brought effects on many aspects, like flight cancellations; travel bans and quarantines; restaurants closed; all indoor events restricted; over forty countries state of emergency declared; massive slowing of the supply chain; stock market volatility; falling business confidence, growing panic among the population, and uncertainty about future.
This report also analyses the impact of Coronavirus COVID-19 on the Machine Learning in Medicine industry.
Based on our recent survey, we have several different scenarios about the Machine Learning in Medicine YoY growth rate for 2020. The probable scenario is expected to grow by a xx% in 2020 and the revenue will be xx in 2020 from US$ xx million in 2019. The market size of Machine Learning in Medicine will reach xx in 2026, with a CAGR of xx% from 2020 to 2026.
With industry-standard accuracy in analysis and high data integrity, the report makes a brilliant attempt to unveil key opportunities available in the global Machine Learning in Medicine market to help players in achieving a strong market position. Buyers of the report can access verified and reliable market forecasts, including those for the overall size of the global Machine Learning in Medicine market in terms of revenue.
Players, stakeholders, and other participants in the global Machine Learning in Medicine market will be able to gain the upper hand as they use the report as a powerful resource. For this version of the report, the segmental analysis focuses on revenue and forecast by each application segment in terms of revenue and forecast by each type segment in terms of revenue for the period 2015-2026.
Regional and Country-level Analysis
The report offers an exhaustive geographical analysis of the global Machine Learning in Medicine market, covering important regions, viz, North America, Europe, China, Japan, Southeast Asia, India and Central & South America. It also covers key countries (regions), viz, U.S., Canada, Germany, France, U.K., Italy, Russia, China, Japan, South Korea, India, Australia, Taiwan, Indonesia, Thailand, Malaysia, Philippines, Vietnam, Mexico, Brazil, Turkey, Saudi Arabia, U.A.E, etc.
The report includes country-wise and region-wise market size for the period 2015-2026. It also includes market size and forecast by each application segment in terms of revenue for the period 2015-2026.
Competition Analysis
In the competitive analysis section of the report, leading as well as prominent players of the global Machine Learning in Medicine market are broadly studied on the basis of key factors. The report offers comprehensive analysis and accurate statistics on revenue by the player for the period 2015-2020. It also offers detailed analysis supported by reliable statistics on price and revenue (global level) by player for the period 2015-2020.
On the whole, the report proves to be an effective tool that players can use to gain a competitive edge over their competitors and ensure lasting success in the global Machine Learning in Medicine market. All of the findings, data, and information provided in the report are validated and revalidated with the help of trustworthy sources. The analysts who have authored the report took a unique and industry-best research and analysis approach for an in-depth study of the global Machine Learning in Medicine market.
The following players are covered in this report:
- Bio Beats
- Jvion
- Lumiata
- DreaMed
- Healint
- Arterys
- Atomwise
- Health Fidelity
- Ginger
- Supervised Learning
- Unsupervised Learning
- Semi Supervised Learning
- Reinforced Leaning
- Diagnosis
- Drug Discovery
- Others
1 REPORT OVERVIEW
1.1 Study Scope
1.2 Key Market Segments
1.3 Players Covered: Ranking by Machine Learning in Medicine Revenue
1.4 Market Analysis by Type
1.4.1 Global Machine Learning in Medicine Market Size Growth Rate by Type: 2020 VS 2026
1.4.2 Supervised Learning
1.4.3 Unsupervised Learning
1.4.4 Semi Supervised Learning
1.4.5 Reinforced Leaning
1.5 Market by Application
1.5.1 Global Machine Learning in Medicine Market Share by Application: 2020 VS 2026
1.5.2 Diagnosis
1.5.3 Drug Discovery
1.5.4 Others
1.6 Coronavirus Disease 2019 (Covid-19): Machine Learning in Medicine Industry Impact
1.6.1 How the Covid-19 is Affecting the Machine Learning in Medicine Industry
1.6.1.1 Machine Learning in Medicine Business Impact Assessment - Covid-19
1.6.1.2 Supply Chain Challenges
1.6.1.3 COVID-19’s Impact On Crude Oil and Refined Products
1.6.2 Market Trends and Machine Learning in Medicine Potential Opportunities in the COVID-19 Landscape
1.6.3 Measures / Proposal against Covid-19
1.6.3.1 Government Measures to Combat Covid-19 Impact
1.6.3.2 Proposal for Machine Learning in Medicine Players to Combat Covid-19 Impact
1.7 Study Objectives
1.8 Years Considered
2 GLOBAL GROWTH TRENDS BY REGIONS
2.1 Machine Learning in Medicine Market Perspective (2015-2026)
2.2 Machine Learning in Medicine Growth Trends by Regions
2.2.1 Machine Learning in Medicine Market Size by Regions: 2015 VS 2020 VS 2026
2.2.2 Machine Learning in Medicine Historic Market Share by Regions (2015-2020)
2.2.3 Machine Learning in Medicine Forecasted Market Size by Regions (2021-2026)
2.3 Industry Trends and Growth Strategy
2.3.1 Market Top Trends
2.3.2 Market Drivers
2.3.3 Market Challenges
2.3.4 Porter’s Five Forces Analysis
2.3.5 Machine Learning in Medicine Market Growth Strategy
2.3.6 Primary Interviews with Key Machine Learning in Medicine Players (Opinion Leaders)
3 COMPETITION LANDSCAPE BY KEY PLAYERS
3.1 Global Top Machine Learning in Medicine Players by Market Size
3.1.1 Global Top Machine Learning in Medicine Players by Revenue (2015-2020)
3.1.2 Global Machine Learning in Medicine Revenue Market Share by Players (2015-2020)
3.1.3 Global Machine Learning in Medicine Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.2 Global Machine Learning in Medicine Market Concentration Ratio
3.2.1 Global Machine Learning in Medicine Market Concentration Ratio (CR5 and HHI)
3.2.2 Global Top 10 and Top 5 Companies by Machine Learning in Medicine Revenue in 2019
3.3 Machine Learning in Medicine Key Players Head office and Area Served
3.4 Key Players Machine Learning in Medicine Product Solution and Service
3.5 Date of Enter into Machine Learning in Medicine Market
3.6 Mergers & Acquisitions, Expansion Plans
4 BREAKDOWN DATA BY TYPE (2015-2026)
4.1 Global Machine Learning in Medicine Historic Market Size by Type (2015-2020)
4.2 Global Machine Learning in Medicine Forecasted Market Size by Type (2021-2026)
5 MACHINE LEARNING IN MEDICINE BREAKDOWN DATA BY APPLICATION (2015-2026)
5.1 Global Machine Learning in Medicine Market Size by Application (2015-2020)
5.2 Global Machine Learning in Medicine Forecasted Market Size by Application (2021-2026)
6 NORTH AMERICA
6.1 North America Machine Learning in Medicine Market Size (2015-2020)
6.2 Machine Learning in Medicine Key Players in North America (2019-2020)
6.3 North America Machine Learning in Medicine Market Size by Type (2015-2020)
6.4 North America Machine Learning in Medicine Market Size by Application (2015-2020)
7 EUROPE
7.1 Europe Machine Learning in Medicine Market Size (2015-2020)
7.2 Machine Learning in Medicine Key Players in Europe (2019-2020)
7.3 Europe Machine Learning in Medicine Market Size by Type (2015-2020)
7.4 Europe Machine Learning in Medicine Market Size by Application (2015-2020)
8 CHINA
8.1 China Machine Learning in Medicine Market Size (2015-2020)
8.2 Machine Learning in Medicine Key Players in China (2019-2020)
8.3 China Machine Learning in Medicine Market Size by Type (2015-2020)
8.4 China Machine Learning in Medicine Market Size by Application (2015-2020)
9 JAPAN
9.1 Japan Machine Learning in Medicine Market Size (2015-2020)
9.2 Machine Learning in Medicine Key Players in Japan (2019-2020)
9.3 Japan Machine Learning in Medicine Market Size by Type (2015-2020)
9.4 Japan Machine Learning in Medicine Market Size by Application (2015-2020)
10 SOUTHEAST ASIA
10.1 Southeast Asia Machine Learning in Medicine Market Size (2015-2020)
10.2 Machine Learning in Medicine Key Players in Southeast Asia (2019-2020)
10.3 Southeast Asia Machine Learning in Medicine Market Size by Type (2015-2020)
10.4 Southeast Asia Machine Learning in Medicine Market Size by Application (2015-2020)
11 INDIA
11.1 India Machine Learning in Medicine Market Size (2015-2020)
11.2 Machine Learning in Medicine Key Players in India (2019-2020)
11.3 India Machine Learning in Medicine Market Size by Type (2015-2020)
11.4 India Machine Learning in Medicine Market Size by Application (2015-2020)
12 CENTRAL & SOUTH AMERICA
12.1 Central & South America Machine Learning in Medicine Market Size (2015-2020)
12.2 Machine Learning in Medicine Key Players in Central & South America (2019-2020)
12.3 Central & South America Machine Learning in Medicine Market Size by Type (2015-2020)
12.4 Central & South America Machine Learning in Medicine Market Size by Application (2015-2020)
13 KEY PLAYERS PROFILES
13.1 Google
13.1.1 Google Company Details
13.1.2 Google Business Overview and Its Total Revenue
13.1.3 Google Machine Learning in Medicine Introduction
13.1.4 Google Revenue in Machine Learning in Medicine Business (2015-2020))
13.1.5 Google Recent Development
13.2 Bio Beats
13.2.1 Bio Beats Company Details
13.2.2 Bio Beats Business Overview and Its Total Revenue
13.2.3 Bio Beats Machine Learning in Medicine Introduction
13.2.4 Bio Beats Revenue in Machine Learning in Medicine Business (2015-2020)
13.2.5 Bio Beats Recent Development
13.3 Jvion
13.3.1 Jvion Company Details
13.3.2 Jvion Business Overview and Its Total Revenue
13.3.3 Jvion Machine Learning in Medicine Introduction
13.3.4 Jvion Revenue in Machine Learning in Medicine Business (2015-2020)
13.3.5 Jvion Recent Development
13.4 Lumiata
13.4.1 Lumiata Company Details
13.4.2 Lumiata Business Overview and Its Total Revenue
13.4.3 Lumiata Machine Learning in Medicine Introduction
13.4.4 Lumiata Revenue in Machine Learning in Medicine Business (2015-2020)
13.4.5 Lumiata Recent Development
13.5 DreaMed
13.5.1 DreaMed Company Details
13.5.2 DreaMed Business Overview and Its Total Revenue
13.5.3 DreaMed Machine Learning in Medicine Introduction
13.5.4 DreaMed Revenue in Machine Learning in Medicine Business (2015-2020)
13.5.5 DreaMed Recent Development
13.6 Healint
13.6.1 Healint Company Details
13.6.2 Healint Business Overview and Its Total Revenue
13.6.3 Healint Machine Learning in Medicine Introduction
13.6.4 Healint Revenue in Machine Learning in Medicine Business (2015-2020)
13.6.5 Healint Recent Development
13.7 Arterys
13.7.1 Arterys Company Details
13.7.2 Arterys Business Overview and Its Total Revenue
13.7.3 Arterys Machine Learning in Medicine Introduction
13.7.4 Arterys Revenue in Machine Learning in Medicine Business (2015-2020)
13.7.5 Arterys Recent Development
13.8 Atomwise
13.8.1 Atomwise Company Details
13.8.2 Atomwise Business Overview and Its Total Revenue
13.8.3 Atomwise Machine Learning in Medicine Introduction
13.8.4 Atomwise Revenue in Machine Learning in Medicine Business (2015-2020)
13.8.5 Atomwise Recent Development
13.9 Health Fidelity
13.9.1 Health Fidelity Company Details
13.9.2 Health Fidelity Business Overview and Its Total Revenue
13.9.3 Health Fidelity Machine Learning in Medicine Introduction
13.9.4 Health Fidelity Revenue in Machine Learning in Medicine Business (2015-2020)
13.9.5 Health Fidelity Recent Development
13.10 Ginger
13.10.1 Ginger Company Details
13.10.2 Ginger Business Overview and Its Total Revenue
13.10.3 Ginger Machine Learning in Medicine Introduction
13.10.4 Ginger Revenue in Machine Learning in Medicine Business (2015-2020)
13.10.5 Ginger Recent Development
14 ANALYST'S VIEWPOINTS/CONCLUSIONS
15 APPENDIX
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.2 Data Source
15.2 Disclaimer
15.3 Author Details
1.1 Study Scope
1.2 Key Market Segments
1.3 Players Covered: Ranking by Machine Learning in Medicine Revenue
1.4 Market Analysis by Type
1.4.1 Global Machine Learning in Medicine Market Size Growth Rate by Type: 2020 VS 2026
1.4.2 Supervised Learning
1.4.3 Unsupervised Learning
1.4.4 Semi Supervised Learning
1.4.5 Reinforced Leaning
1.5 Market by Application
1.5.1 Global Machine Learning in Medicine Market Share by Application: 2020 VS 2026
1.5.2 Diagnosis
1.5.3 Drug Discovery
1.5.4 Others
1.6 Coronavirus Disease 2019 (Covid-19): Machine Learning in Medicine Industry Impact
1.6.1 How the Covid-19 is Affecting the Machine Learning in Medicine Industry
1.6.1.1 Machine Learning in Medicine Business Impact Assessment - Covid-19
1.6.1.2 Supply Chain Challenges
1.6.1.3 COVID-19’s Impact On Crude Oil and Refined Products
1.6.2 Market Trends and Machine Learning in Medicine Potential Opportunities in the COVID-19 Landscape
1.6.3 Measures / Proposal against Covid-19
1.6.3.1 Government Measures to Combat Covid-19 Impact
1.6.3.2 Proposal for Machine Learning in Medicine Players to Combat Covid-19 Impact
1.7 Study Objectives
1.8 Years Considered
2 GLOBAL GROWTH TRENDS BY REGIONS
2.1 Machine Learning in Medicine Market Perspective (2015-2026)
2.2 Machine Learning in Medicine Growth Trends by Regions
2.2.1 Machine Learning in Medicine Market Size by Regions: 2015 VS 2020 VS 2026
2.2.2 Machine Learning in Medicine Historic Market Share by Regions (2015-2020)
2.2.3 Machine Learning in Medicine Forecasted Market Size by Regions (2021-2026)
2.3 Industry Trends and Growth Strategy
2.3.1 Market Top Trends
2.3.2 Market Drivers
2.3.3 Market Challenges
2.3.4 Porter’s Five Forces Analysis
2.3.5 Machine Learning in Medicine Market Growth Strategy
2.3.6 Primary Interviews with Key Machine Learning in Medicine Players (Opinion Leaders)
3 COMPETITION LANDSCAPE BY KEY PLAYERS
3.1 Global Top Machine Learning in Medicine Players by Market Size
3.1.1 Global Top Machine Learning in Medicine Players by Revenue (2015-2020)
3.1.2 Global Machine Learning in Medicine Revenue Market Share by Players (2015-2020)
3.1.3 Global Machine Learning in Medicine Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.2 Global Machine Learning in Medicine Market Concentration Ratio
3.2.1 Global Machine Learning in Medicine Market Concentration Ratio (CR5 and HHI)
3.2.2 Global Top 10 and Top 5 Companies by Machine Learning in Medicine Revenue in 2019
3.3 Machine Learning in Medicine Key Players Head office and Area Served
3.4 Key Players Machine Learning in Medicine Product Solution and Service
3.5 Date of Enter into Machine Learning in Medicine Market
3.6 Mergers & Acquisitions, Expansion Plans
4 BREAKDOWN DATA BY TYPE (2015-2026)
4.1 Global Machine Learning in Medicine Historic Market Size by Type (2015-2020)
4.2 Global Machine Learning in Medicine Forecasted Market Size by Type (2021-2026)
5 MACHINE LEARNING IN MEDICINE BREAKDOWN DATA BY APPLICATION (2015-2026)
5.1 Global Machine Learning in Medicine Market Size by Application (2015-2020)
5.2 Global Machine Learning in Medicine Forecasted Market Size by Application (2021-2026)
6 NORTH AMERICA
6.1 North America Machine Learning in Medicine Market Size (2015-2020)
6.2 Machine Learning in Medicine Key Players in North America (2019-2020)
6.3 North America Machine Learning in Medicine Market Size by Type (2015-2020)
6.4 North America Machine Learning in Medicine Market Size by Application (2015-2020)
7 EUROPE
7.1 Europe Machine Learning in Medicine Market Size (2015-2020)
7.2 Machine Learning in Medicine Key Players in Europe (2019-2020)
7.3 Europe Machine Learning in Medicine Market Size by Type (2015-2020)
7.4 Europe Machine Learning in Medicine Market Size by Application (2015-2020)
8 CHINA
8.1 China Machine Learning in Medicine Market Size (2015-2020)
8.2 Machine Learning in Medicine Key Players in China (2019-2020)
8.3 China Machine Learning in Medicine Market Size by Type (2015-2020)
8.4 China Machine Learning in Medicine Market Size by Application (2015-2020)
9 JAPAN
9.1 Japan Machine Learning in Medicine Market Size (2015-2020)
9.2 Machine Learning in Medicine Key Players in Japan (2019-2020)
9.3 Japan Machine Learning in Medicine Market Size by Type (2015-2020)
9.4 Japan Machine Learning in Medicine Market Size by Application (2015-2020)
10 SOUTHEAST ASIA
10.1 Southeast Asia Machine Learning in Medicine Market Size (2015-2020)
10.2 Machine Learning in Medicine Key Players in Southeast Asia (2019-2020)
10.3 Southeast Asia Machine Learning in Medicine Market Size by Type (2015-2020)
10.4 Southeast Asia Machine Learning in Medicine Market Size by Application (2015-2020)
11 INDIA
11.1 India Machine Learning in Medicine Market Size (2015-2020)
11.2 Machine Learning in Medicine Key Players in India (2019-2020)
11.3 India Machine Learning in Medicine Market Size by Type (2015-2020)
11.4 India Machine Learning in Medicine Market Size by Application (2015-2020)
12 CENTRAL & SOUTH AMERICA
12.1 Central & South America Machine Learning in Medicine Market Size (2015-2020)
12.2 Machine Learning in Medicine Key Players in Central & South America (2019-2020)
12.3 Central & South America Machine Learning in Medicine Market Size by Type (2015-2020)
12.4 Central & South America Machine Learning in Medicine Market Size by Application (2015-2020)
13 KEY PLAYERS PROFILES
13.1 Google
13.1.1 Google Company Details
13.1.2 Google Business Overview and Its Total Revenue
13.1.3 Google Machine Learning in Medicine Introduction
13.1.4 Google Revenue in Machine Learning in Medicine Business (2015-2020))
13.1.5 Google Recent Development
13.2 Bio Beats
13.2.1 Bio Beats Company Details
13.2.2 Bio Beats Business Overview and Its Total Revenue
13.2.3 Bio Beats Machine Learning in Medicine Introduction
13.2.4 Bio Beats Revenue in Machine Learning in Medicine Business (2015-2020)
13.2.5 Bio Beats Recent Development
13.3 Jvion
13.3.1 Jvion Company Details
13.3.2 Jvion Business Overview and Its Total Revenue
13.3.3 Jvion Machine Learning in Medicine Introduction
13.3.4 Jvion Revenue in Machine Learning in Medicine Business (2015-2020)
13.3.5 Jvion Recent Development
13.4 Lumiata
13.4.1 Lumiata Company Details
13.4.2 Lumiata Business Overview and Its Total Revenue
13.4.3 Lumiata Machine Learning in Medicine Introduction
13.4.4 Lumiata Revenue in Machine Learning in Medicine Business (2015-2020)
13.4.5 Lumiata Recent Development
13.5 DreaMed
13.5.1 DreaMed Company Details
13.5.2 DreaMed Business Overview and Its Total Revenue
13.5.3 DreaMed Machine Learning in Medicine Introduction
13.5.4 DreaMed Revenue in Machine Learning in Medicine Business (2015-2020)
13.5.5 DreaMed Recent Development
13.6 Healint
13.6.1 Healint Company Details
13.6.2 Healint Business Overview and Its Total Revenue
13.6.3 Healint Machine Learning in Medicine Introduction
13.6.4 Healint Revenue in Machine Learning in Medicine Business (2015-2020)
13.6.5 Healint Recent Development
13.7 Arterys
13.7.1 Arterys Company Details
13.7.2 Arterys Business Overview and Its Total Revenue
13.7.3 Arterys Machine Learning in Medicine Introduction
13.7.4 Arterys Revenue in Machine Learning in Medicine Business (2015-2020)
13.7.5 Arterys Recent Development
13.8 Atomwise
13.8.1 Atomwise Company Details
13.8.2 Atomwise Business Overview and Its Total Revenue
13.8.3 Atomwise Machine Learning in Medicine Introduction
13.8.4 Atomwise Revenue in Machine Learning in Medicine Business (2015-2020)
13.8.5 Atomwise Recent Development
13.9 Health Fidelity
13.9.1 Health Fidelity Company Details
13.9.2 Health Fidelity Business Overview and Its Total Revenue
13.9.3 Health Fidelity Machine Learning in Medicine Introduction
13.9.4 Health Fidelity Revenue in Machine Learning in Medicine Business (2015-2020)
13.9.5 Health Fidelity Recent Development
13.10 Ginger
13.10.1 Ginger Company Details
13.10.2 Ginger Business Overview and Its Total Revenue
13.10.3 Ginger Machine Learning in Medicine Introduction
13.10.4 Ginger Revenue in Machine Learning in Medicine Business (2015-2020)
13.10.5 Ginger Recent Development
14 ANALYST'S VIEWPOINTS/CONCLUSIONS
15 APPENDIX
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.2 Data Source
15.2 Disclaimer
15.3 Author Details
LIST OF TABLES
Table 1. Machine Learning in Medicine Key Market Segments
Table 2. Key Players Covered: Ranking by Machine Learning in Medicine Revenue
Table 3. Ranking of Global Top Machine Learning in Medicine Manufacturers by Revenue (US$ Million) in 2019
Table 4. Global Machine Learning in Medicine Market Size Growth Rate by Type (US$ Million): 2020 VS 2026
Table 5. Key Players of Supervised Learning
Table 6. Key Players of Unsupervised Learning
Table 7. Key Players of Semi Supervised Learning
Table 8. Key Players of Reinforced Leaning
Table 9. COVID-19 Impact Global Market: (Four Machine Learning in Medicine Market Size Forecast Scenarios)
Table 10. Opportunities and Trends for Machine Learning in Medicine Players in the COVID-19 Landscape
Table 11. Present Opportunities in China & Elsewhere Due to the Coronavirus Crisis
Table 12. Key Regions/Countries Measures against Covid-19 Impact
Table 13. Proposal for Machine Learning in Medicine Players to Combat Covid-19 Impact
Table 14. Global Machine Learning in Medicine Market Size Growth by Application (US$ Million): 2020 VS 2026
Table 15. Global Machine Learning in Medicine Market Size by Regions (US$ Million): 2020 VS 2026
Table 16. Global Machine Learning in Medicine Market Size by Regions (2015-2020) (US$ Million)
Table 17. Global Machine Learning in Medicine Market Share by Regions (2015-2020)
Table 18. Global Machine Learning in Medicine Forecasted Market Size by Regions (2021-2026) (US$ Million)
Table 19. Global Machine Learning in Medicine Market Share by Regions (2021-2026)
Table 20. Market Top Trends
Table 21. Key Drivers: Impact Analysis
Table 22. Key Challenges
Table 23. Machine Learning in Medicine Market Growth Strategy
Table 24. Main Points Interviewed from Key Machine Learning in Medicine Players
Table 25. Global Machine Learning in Medicine Revenue by Players (2015-2020) (Million US$)
Table 26. Global Machine Learning in Medicine Market Share by Players (2015-2020)
Table 27. Global Top Machine Learning in Medicine Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Machine Learning in Medicine as of 2019)
Table 28. Global Machine Learning in Medicine by Players Market Concentration Ratio (CR5 and HHI)
Table 29. Key Players Headquarters and Area Served
Table 30. Key Players Machine Learning in Medicine Product Solution and Service
Table 31. Date of Enter into Machine Learning in Medicine Market
Table 32. Mergers & Acquisitions, Expansion Plans
Table 33. Global Machine Learning in Medicine Market Size by Type (2015-2020) (Million US$)
Table 34. Global Machine Learning in Medicine Market Size Share by Type (2015-2020)
Table 35. Global Machine Learning in Medicine Revenue Market Share by Type (2021-2026)
Table 36. Global Machine Learning in Medicine Market Size Share by Application (2015-2020)
Table 37. Global Machine Learning in Medicine Market Size by Application (2015-2020) (Million US$)
Table 38. Global Machine Learning in Medicine Market Size Share by Application (2021-2026)
Table 39. North America Key Players Machine Learning in Medicine Revenue (2019-2020) (Million US$)
Table 40. North America Key Players Machine Learning in Medicine Market Share (2019-2020)
Table 41. North America Machine Learning in Medicine Market Size by Type (2015-2020) (Million US$)
Table 42. North America Machine Learning in Medicine Market Share by Type (2015-2020)
Table 43. North America Machine Learning in Medicine Market Size by Application (2015-2020) (Million US$)
Table 44. North America Machine Learning in Medicine Market Share by Application (2015-2020)
Table 45. Europe Key Players Machine Learning in Medicine Revenue (2019-2020) (Million US$)
Table 46. Europe Key Players Machine Learning in Medicine Market Share (2019-2020)
Table 47. Europe Machine Learning in Medicine Market Size by Type (2015-2020) (Million US$)
Table 48. Europe Machine Learning in Medicine Market Share by Type (2015-2020)
Table 49. Europe Machine Learning in Medicine Market Size by Application (2015-2020) (Million US$)
Table 50. Europe Machine Learning in Medicine Market Share by Application (2015-2020)
Table 51. China Key Players Machine Learning in Medicine Revenue (2019-2020) (Million US$)
Table 52. China Key Players Machine Learning in Medicine Market Share (2019-2020)
Table 53. China Machine Learning in Medicine Market Size by Type (2015-2020) (Million US$)
Table 54. China Machine Learning in Medicine Market Share by Type (2015-2020)
Table 55. China Machine Learning in Medicine Market Size by Application (2015-2020) (Million US$)
Table 56. China Machine Learning in Medicine Market Share by Application (2015-2020)
Table 57. Japan Key Players Machine Learning in Medicine Revenue (2019-2020) (Million US$)
Table 58. Japan Key Players Machine Learning in Medicine Market Share (2019-2020)
Table 59. Japan Machine Learning in Medicine Market Size by Type (2015-2020) (Million US$)
Table 60. Japan Machine Learning in Medicine Market Share by Type (2015-2020)
Table 61. Japan Machine Learning in Medicine Market Size by Application (2015-2020) (Million US$)
Table 62. Japan Machine Learning in Medicine Market Share by Application (2015-2020)
Table 63. Southeast Asia Key Players Machine Learning in Medicine Revenue (2019-2020) (Million US$)
Table 64. Southeast Asia Key Players Machine Learning in Medicine Market Share (2019-2020)
Table 65. Southeast Asia Machine Learning in Medicine Market Size by Type (2015-2020) (Million US$)
Table 66. Southeast Asia Machine Learning in Medicine Market Share by Type (2015-2020)
Table 67. Southeast Asia Machine Learning in Medicine Market Size by Application (2015-2020) (Million US$)
Table 68. Southeast Asia Machine Learning in Medicine Market Share by Application (2015-2020)
Table 69. India Key Players Machine Learning in Medicine Revenue (2019-2020) (Million US$)
Table 70. India Key Players Machine Learning in Medicine Market Share (2019-2020)
Table 71. India Machine Learning in Medicine Market Size by Type (2015-2020) (Million US$)
Table 72. India Machine Learning in Medicine Market Share by Type (2015-2020)
Table 73. India Machine Learning in Medicine Market Size by Application (2015-2020) (Million US$)
Table 74. India Machine Learning in Medicine Market Share by Application (2015-2020)
Table 75. Central & South America Key Players Machine Learning in Medicine Revenue (2019-2020) (Million US$)
Table 76. Central & South America Key Players Machine Learning in Medicine Market Share (2019-2020)
Table 77. Central & South America Machine Learning in Medicine Market Size by Type (2015-2020) (Million US$)
Table 78. Central & South America Machine Learning in Medicine Market Share by Type (2015-2020)
Table 79. Central & South America Machine Learning in Medicine Market Size by Application (2015-2020) (Million US$)
Table 80. Central & South America Machine Learning in Medicine Market Share by Application (2015-2020)
Table 81. Google Company Details
Table 82. Google Business Overview
Table 83. Google Product
Table 84. Google Revenue in Machine Learning in Medicine Business (2015-2020) (Million US$)
Table 85. Google Recent Development
Table 86. Bio Beats Company Details
Table 87. Bio Beats Business Overview
Table 88. Bio Beats Product
Table 89. Bio Beats Revenue in Machine Learning in Medicine Business (2015-2020) (Million US$)
Table 90. Bio Beats Recent Development
Table 91. Jvion Company Details
Table 92. Jvion Business Overview
Table 93. Jvion Product
Table 94. Jvion Revenue in Machine Learning in Medicine Business (2015-2020) (Million US$)
Table 95. Jvion Recent Development
Table 96. Lumiata Company Details
Table 97. Lumiata Business Overview
Table 98. Lumiata Product
Table 99. Lumiata Revenue in Machine Learning in Medicine Business (2015-2020) (Million US$)
Table 100. Lumiata Recent Development
Table 101. DreaMed Company Details
Table 102. DreaMed Business Overview
Table 103. DreaMed Product
Table 104. DreaMed Revenue in Machine Learning in Medicine Business (2015-2020) (Million US$)
Table 105. DreaMed Recent Development
Table 106. Healint Company Details
Table 107. Healint Business Overview
Table 108. Healint Product
Table 109. Healint Revenue in Machine Learning in Medicine Business (2015-2020) (Million US$)
Table 110. Healint Recent Development
Table 111. Arterys Company Details
Table 112. Arterys Business Overview
Table 113. Arterys Product
Table 114. Arterys Revenue in Machine Learning in Medicine Business (2015-2020) (Million US$)
Table 115. Arterys Recent Development
Table 116. Atomwise Business Overview
Table 117. Atomwise Product
Table 118. Atomwise Company Details
Table 119. Atomwise Revenue in Machine Learning in Medicine Business (2015-2020) (Million US$)
Table 120. Atomwise Recent Development
Table 121. Health Fidelity Company Details
Table 122. Health Fidelity Business Overview
Table 123. Health Fidelity Product
Table 124. Health Fidelity Revenue in Machine Learning in Medicine Business (2015-2020) (Million US$)
Table 125. Health Fidelity Recent Development
Table 126. Ginger Company Details
Table 127. Ginger Business Overview
Table 128. Ginger Product
Table 129. Ginger Revenue in Machine Learning in Medicine Business (2015-2020) (Million US$)
Table 130. Ginger Recent Development
Table 131. Research Programs/Design for This Report
Table 132. Key Data Information from Secondary Sources
Table 133. Key Data Information from Primary Sources
Table 1. Machine Learning in Medicine Key Market Segments
Table 2. Key Players Covered: Ranking by Machine Learning in Medicine Revenue
Table 3. Ranking of Global Top Machine Learning in Medicine Manufacturers by Revenue (US$ Million) in 2019
Table 4. Global Machine Learning in Medicine Market Size Growth Rate by Type (US$ Million): 2020 VS 2026
Table 5. Key Players of Supervised Learning
Table 6. Key Players of Unsupervised Learning
Table 7. Key Players of Semi Supervised Learning
Table 8. Key Players of Reinforced Leaning
Table 9. COVID-19 Impact Global Market: (Four Machine Learning in Medicine Market Size Forecast Scenarios)
Table 10. Opportunities and Trends for Machine Learning in Medicine Players in the COVID-19 Landscape
Table 11. Present Opportunities in China & Elsewhere Due to the Coronavirus Crisis
Table 12. Key Regions/Countries Measures against Covid-19 Impact
Table 13. Proposal for Machine Learning in Medicine Players to Combat Covid-19 Impact
Table 14. Global Machine Learning in Medicine Market Size Growth by Application (US$ Million): 2020 VS 2026
Table 15. Global Machine Learning in Medicine Market Size by Regions (US$ Million): 2020 VS 2026
Table 16. Global Machine Learning in Medicine Market Size by Regions (2015-2020) (US$ Million)
Table 17. Global Machine Learning in Medicine Market Share by Regions (2015-2020)
Table 18. Global Machine Learning in Medicine Forecasted Market Size by Regions (2021-2026) (US$ Million)
Table 19. Global Machine Learning in Medicine Market Share by Regions (2021-2026)
Table 20. Market Top Trends
Table 21. Key Drivers: Impact Analysis
Table 22. Key Challenges
Table 23. Machine Learning in Medicine Market Growth Strategy
Table 24. Main Points Interviewed from Key Machine Learning in Medicine Players
Table 25. Global Machine Learning in Medicine Revenue by Players (2015-2020) (Million US$)
Table 26. Global Machine Learning in Medicine Market Share by Players (2015-2020)
Table 27. Global Top Machine Learning in Medicine Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Machine Learning in Medicine as of 2019)
Table 28. Global Machine Learning in Medicine by Players Market Concentration Ratio (CR5 and HHI)
Table 29. Key Players Headquarters and Area Served
Table 30. Key Players Machine Learning in Medicine Product Solution and Service
Table 31. Date of Enter into Machine Learning in Medicine Market
Table 32. Mergers & Acquisitions, Expansion Plans
Table 33. Global Machine Learning in Medicine Market Size by Type (2015-2020) (Million US$)
Table 34. Global Machine Learning in Medicine Market Size Share by Type (2015-2020)
Table 35. Global Machine Learning in Medicine Revenue Market Share by Type (2021-2026)
Table 36. Global Machine Learning in Medicine Market Size Share by Application (2015-2020)
Table 37. Global Machine Learning in Medicine Market Size by Application (2015-2020) (Million US$)
Table 38. Global Machine Learning in Medicine Market Size Share by Application (2021-2026)
Table 39. North America Key Players Machine Learning in Medicine Revenue (2019-2020) (Million US$)
Table 40. North America Key Players Machine Learning in Medicine Market Share (2019-2020)
Table 41. North America Machine Learning in Medicine Market Size by Type (2015-2020) (Million US$)
Table 42. North America Machine Learning in Medicine Market Share by Type (2015-2020)
Table 43. North America Machine Learning in Medicine Market Size by Application (2015-2020) (Million US$)
Table 44. North America Machine Learning in Medicine Market Share by Application (2015-2020)
Table 45. Europe Key Players Machine Learning in Medicine Revenue (2019-2020) (Million US$)
Table 46. Europe Key Players Machine Learning in Medicine Market Share (2019-2020)
Table 47. Europe Machine Learning in Medicine Market Size by Type (2015-2020) (Million US$)
Table 48. Europe Machine Learning in Medicine Market Share by Type (2015-2020)
Table 49. Europe Machine Learning in Medicine Market Size by Application (2015-2020) (Million US$)
Table 50. Europe Machine Learning in Medicine Market Share by Application (2015-2020)
Table 51. China Key Players Machine Learning in Medicine Revenue (2019-2020) (Million US$)
Table 52. China Key Players Machine Learning in Medicine Market Share (2019-2020)
Table 53. China Machine Learning in Medicine Market Size by Type (2015-2020) (Million US$)
Table 54. China Machine Learning in Medicine Market Share by Type (2015-2020)
Table 55. China Machine Learning in Medicine Market Size by Application (2015-2020) (Million US$)
Table 56. China Machine Learning in Medicine Market Share by Application (2015-2020)
Table 57. Japan Key Players Machine Learning in Medicine Revenue (2019-2020) (Million US$)
Table 58. Japan Key Players Machine Learning in Medicine Market Share (2019-2020)
Table 59. Japan Machine Learning in Medicine Market Size by Type (2015-2020) (Million US$)
Table 60. Japan Machine Learning in Medicine Market Share by Type (2015-2020)
Table 61. Japan Machine Learning in Medicine Market Size by Application (2015-2020) (Million US$)
Table 62. Japan Machine Learning in Medicine Market Share by Application (2015-2020)
Table 63. Southeast Asia Key Players Machine Learning in Medicine Revenue (2019-2020) (Million US$)
Table 64. Southeast Asia Key Players Machine Learning in Medicine Market Share (2019-2020)
Table 65. Southeast Asia Machine Learning in Medicine Market Size by Type (2015-2020) (Million US$)
Table 66. Southeast Asia Machine Learning in Medicine Market Share by Type (2015-2020)
Table 67. Southeast Asia Machine Learning in Medicine Market Size by Application (2015-2020) (Million US$)
Table 68. Southeast Asia Machine Learning in Medicine Market Share by Application (2015-2020)
Table 69. India Key Players Machine Learning in Medicine Revenue (2019-2020) (Million US$)
Table 70. India Key Players Machine Learning in Medicine Market Share (2019-2020)
Table 71. India Machine Learning in Medicine Market Size by Type (2015-2020) (Million US$)
Table 72. India Machine Learning in Medicine Market Share by Type (2015-2020)
Table 73. India Machine Learning in Medicine Market Size by Application (2015-2020) (Million US$)
Table 74. India Machine Learning in Medicine Market Share by Application (2015-2020)
Table 75. Central & South America Key Players Machine Learning in Medicine Revenue (2019-2020) (Million US$)
Table 76. Central & South America Key Players Machine Learning in Medicine Market Share (2019-2020)
Table 77. Central & South America Machine Learning in Medicine Market Size by Type (2015-2020) (Million US$)
Table 78. Central & South America Machine Learning in Medicine Market Share by Type (2015-2020)
Table 79. Central & South America Machine Learning in Medicine Market Size by Application (2015-2020) (Million US$)
Table 80. Central & South America Machine Learning in Medicine Market Share by Application (2015-2020)
Table 81. Google Company Details
Table 82. Google Business Overview
Table 83. Google Product
Table 84. Google Revenue in Machine Learning in Medicine Business (2015-2020) (Million US$)
Table 85. Google Recent Development
Table 86. Bio Beats Company Details
Table 87. Bio Beats Business Overview
Table 88. Bio Beats Product
Table 89. Bio Beats Revenue in Machine Learning in Medicine Business (2015-2020) (Million US$)
Table 90. Bio Beats Recent Development
Table 91. Jvion Company Details
Table 92. Jvion Business Overview
Table 93. Jvion Product
Table 94. Jvion Revenue in Machine Learning in Medicine Business (2015-2020) (Million US$)
Table 95. Jvion Recent Development
Table 96. Lumiata Company Details
Table 97. Lumiata Business Overview
Table 98. Lumiata Product
Table 99. Lumiata Revenue in Machine Learning in Medicine Business (2015-2020) (Million US$)
Table 100. Lumiata Recent Development
Table 101. DreaMed Company Details
Table 102. DreaMed Business Overview
Table 103. DreaMed Product
Table 104. DreaMed Revenue in Machine Learning in Medicine Business (2015-2020) (Million US$)
Table 105. DreaMed Recent Development
Table 106. Healint Company Details
Table 107. Healint Business Overview
Table 108. Healint Product
Table 109. Healint Revenue in Machine Learning in Medicine Business (2015-2020) (Million US$)
Table 110. Healint Recent Development
Table 111. Arterys Company Details
Table 112. Arterys Business Overview
Table 113. Arterys Product
Table 114. Arterys Revenue in Machine Learning in Medicine Business (2015-2020) (Million US$)
Table 115. Arterys Recent Development
Table 116. Atomwise Business Overview
Table 117. Atomwise Product
Table 118. Atomwise Company Details
Table 119. Atomwise Revenue in Machine Learning in Medicine Business (2015-2020) (Million US$)
Table 120. Atomwise Recent Development
Table 121. Health Fidelity Company Details
Table 122. Health Fidelity Business Overview
Table 123. Health Fidelity Product
Table 124. Health Fidelity Revenue in Machine Learning in Medicine Business (2015-2020) (Million US$)
Table 125. Health Fidelity Recent Development
Table 126. Ginger Company Details
Table 127. Ginger Business Overview
Table 128. Ginger Product
Table 129. Ginger Revenue in Machine Learning in Medicine Business (2015-2020) (Million US$)
Table 130. Ginger Recent Development
Table 131. Research Programs/Design for This Report
Table 132. Key Data Information from Secondary Sources
Table 133. Key Data Information from Primary Sources
LIST OF FIGURES
Figure 1. Global Machine Learning in Medicine Market Share by Type: 2020 VS 2026
Figure 2. Supervised Learning Features
Figure 3. Unsupervised Learning Features
Figure 4. Semi Supervised Learning Features
Figure 5. Reinforced Leaning Features
Figure 6. Global Machine Learning in Medicine Market Share by Application: 2020 VS 2026
Figure 7. Diagnosis Case Studies
Figure 8. Drug Discovery Case Studies
Figure 9. Others Case Studies
Figure 10. Machine Learning in Medicine Report Years Considered
Figure 11. Global Machine Learning in Medicine Market Size YoY Growth 2015-2026 (US$ Million)
Figure 12. Global Machine Learning in Medicine Market Share by Regions: 2020 VS 2026
Figure 13. Global Machine Learning in Medicine Market Share by Regions (2021-2026)
Figure 14. Porter's Five Forces Analysis
Figure 15. Global Machine Learning in Medicine Market Share by Players in 2019
Figure 16. Global Top Machine Learning in Medicine Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Machine Learning in Medicine as of 2019
Figure 17. The Top 10 and 5 Players Market Share by Machine Learning in Medicine Revenue in 2019
Figure 18. North America Machine Learning in Medicine Market Size YoY Growth (2015-2020) (Million US$)
Figure 19. Europe Machine Learning in Medicine Market Size YoY Growth (2015-2020) (Million US$)
Figure 20. China Machine Learning in Medicine Market Size YoY Growth (2015-2020) (Million US$)
Figure 21. Japan Machine Learning in Medicine Market Size YoY Growth (2015-2020) (Million US$)
Figure 22. Southeast Asia Machine Learning in Medicine Market Size YoY Growth (2015-2020) (Million US$)
Figure 23. India Machine Learning in Medicine Market Size YoY Growth (2015-2020) (Million US$)
Figure 24. Central & South America Machine Learning in Medicine Market Size YoY Growth (2015-2020) (Million US$)
Figure 25. Google Total Revenue (US$ Million): 2019 Compared with 2018
Figure 26. Google Revenue Growth Rate in Machine Learning in Medicine Business (2015-2020)
Figure 27. Bio Beats Total Revenue (US$ Million): 2019 Compared with 2018
Figure 28. Bio Beats Revenue Growth Rate in Machine Learning in Medicine Business (2015-2020)
Figure 29. Jvion Total Revenue (US$ Million): 2019 Compared with 2018
Figure 30. Jvion Revenue Growth Rate in Machine Learning in Medicine Business (2015-2020)
Figure 31. Lumiata Total Revenue (US$ Million): 2019 Compared with 2018
Figure 32. Lumiata Revenue Growth Rate in Machine Learning in Medicine Business (2015-2020)
Figure 33. DreaMed Total Revenue (US$ Million): 2019 Compared with 2018
Figure 34. DreaMed Revenue Growth Rate in Machine Learning in Medicine Business (2015-2020)
Figure 35. Healint Total Revenue (US$ Million): 2019 Compared with 2018
Figure 36. Healint Revenue Growth Rate in Machine Learning in Medicine Business (2015-2020)
Figure 37. Arterys Total Revenue (US$ Million): 2019 Compared with 2018
Figure 38. Arterys Revenue Growth Rate in Machine Learning in Medicine Business (2015-2020)
Figure 39. Atomwise Total Revenue (US$ Million): 2019 Compared with 2018
Figure 40. Atomwise Revenue Growth Rate in Machine Learning in Medicine Business (2015-2020)
Figure 41. Health Fidelity Total Revenue (US$ Million): 2019 Compared with 2018
Figure 42. Health Fidelity Revenue Growth Rate in Machine Learning in Medicine Business (2015-2020)
Figure 43. Ginger Total Revenue (US$ Million): 2019 Compared with 2018
Figure 44. Ginger Revenue Growth Rate in Machine Learning in Medicine Business (2015-2020)
Figure 45. Bottom-up and Top-down Approaches for This Report
Figure 46. Data Triangulation
Figure 47. Key Executives Interviewed
Figure 1. Global Machine Learning in Medicine Market Share by Type: 2020 VS 2026
Figure 2. Supervised Learning Features
Figure 3. Unsupervised Learning Features
Figure 4. Semi Supervised Learning Features
Figure 5. Reinforced Leaning Features
Figure 6. Global Machine Learning in Medicine Market Share by Application: 2020 VS 2026
Figure 7. Diagnosis Case Studies
Figure 8. Drug Discovery Case Studies
Figure 9. Others Case Studies
Figure 10. Machine Learning in Medicine Report Years Considered
Figure 11. Global Machine Learning in Medicine Market Size YoY Growth 2015-2026 (US$ Million)
Figure 12. Global Machine Learning in Medicine Market Share by Regions: 2020 VS 2026
Figure 13. Global Machine Learning in Medicine Market Share by Regions (2021-2026)
Figure 14. Porter's Five Forces Analysis
Figure 15. Global Machine Learning in Medicine Market Share by Players in 2019
Figure 16. Global Top Machine Learning in Medicine Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Machine Learning in Medicine as of 2019
Figure 17. The Top 10 and 5 Players Market Share by Machine Learning in Medicine Revenue in 2019
Figure 18. North America Machine Learning in Medicine Market Size YoY Growth (2015-2020) (Million US$)
Figure 19. Europe Machine Learning in Medicine Market Size YoY Growth (2015-2020) (Million US$)
Figure 20. China Machine Learning in Medicine Market Size YoY Growth (2015-2020) (Million US$)
Figure 21. Japan Machine Learning in Medicine Market Size YoY Growth (2015-2020) (Million US$)
Figure 22. Southeast Asia Machine Learning in Medicine Market Size YoY Growth (2015-2020) (Million US$)
Figure 23. India Machine Learning in Medicine Market Size YoY Growth (2015-2020) (Million US$)
Figure 24. Central & South America Machine Learning in Medicine Market Size YoY Growth (2015-2020) (Million US$)
Figure 25. Google Total Revenue (US$ Million): 2019 Compared with 2018
Figure 26. Google Revenue Growth Rate in Machine Learning in Medicine Business (2015-2020)
Figure 27. Bio Beats Total Revenue (US$ Million): 2019 Compared with 2018
Figure 28. Bio Beats Revenue Growth Rate in Machine Learning in Medicine Business (2015-2020)
Figure 29. Jvion Total Revenue (US$ Million): 2019 Compared with 2018
Figure 30. Jvion Revenue Growth Rate in Machine Learning in Medicine Business (2015-2020)
Figure 31. Lumiata Total Revenue (US$ Million): 2019 Compared with 2018
Figure 32. Lumiata Revenue Growth Rate in Machine Learning in Medicine Business (2015-2020)
Figure 33. DreaMed Total Revenue (US$ Million): 2019 Compared with 2018
Figure 34. DreaMed Revenue Growth Rate in Machine Learning in Medicine Business (2015-2020)
Figure 35. Healint Total Revenue (US$ Million): 2019 Compared with 2018
Figure 36. Healint Revenue Growth Rate in Machine Learning in Medicine Business (2015-2020)
Figure 37. Arterys Total Revenue (US$ Million): 2019 Compared with 2018
Figure 38. Arterys Revenue Growth Rate in Machine Learning in Medicine Business (2015-2020)
Figure 39. Atomwise Total Revenue (US$ Million): 2019 Compared with 2018
Figure 40. Atomwise Revenue Growth Rate in Machine Learning in Medicine Business (2015-2020)
Figure 41. Health Fidelity Total Revenue (US$ Million): 2019 Compared with 2018
Figure 42. Health Fidelity Revenue Growth Rate in Machine Learning in Medicine Business (2015-2020)
Figure 43. Ginger Total Revenue (US$ Million): 2019 Compared with 2018
Figure 44. Ginger Revenue Growth Rate in Machine Learning in Medicine Business (2015-2020)
Figure 45. Bottom-up and Top-down Approaches for This Report
Figure 46. Data Triangulation
Figure 47. Key Executives Interviewed
