The artificial intelligence in healthcare market was valued at US$ 3,991.23 million in 2019 and it is projected to reach US$ 107,797.82 million by 2027; it is expected to grow at a CAGR of 49.8% from 2020 to 2027.
Artificial intelligence in healthcare is the use of machine-learning algorithms and software to analyze, process and present complex medical and health care data. It has been widely used to support clinical decisions, improve workflows and predict health outcomes. Thus, wide application of AI in the healthcare sector is likely to propel the growth of the market. The growth of the artificial intelligence in healthcare market is attributed to the rising application of artificial intelligence in healthcare, growing investment in AI healthcare start-ups, and increasing cross-industry partnerships and collaborations. However, dearth of skilled AI workforce and imprecise regulatory guidelines for medical software is the major factor hindering the market growth.
The artificial intelligence in healthcare market is expected to witness substantial growth post-pandemic. The global healthcare infrastructure has observed that, in order to develop and maintain sustainable healthcare setup, utilization of computational technologies such as artificial intelligence becomes crucial. Moreover, majority of the market players have focused on development of AI-powered models to fight against coronavirus pandemic. In addition, several number of research centers and governments have actively participated in the building of robust AI technologies which are assisting the healthcare professionals to work efficiently even under shortage of resources. These factors will eventually drive the market growth.
Lucrative Regions for Artificial Intelligence in Healthcare Market
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Market Insights
Growing Applications of Artificial Intelligence in Healthcare to Drive Artificial Intelligence in Healthcare Market Growth
Artificial intelligence (AI) in healthcare sector is intended to considerably change clinicians' roles and everyday practices by accomplishing and analyzing data, make decisions, and conduct discussions. AI application in healthcare is getting progressively sophisticated, efficient, quicker, and at a lower cost.
Owing to the tremendous potential of AI and robotics in healthcare sector, they are gradually becoming a major part of the healthcare ecosystem. According to a CB Insights Report in 2020, ~86% of the healthcare providers, life science companies, and technology vendors depend on artificial intelligence technologies.
The complexities related to interpreting images and conducting analysis result in the adoption of AI-based applications. With deep learning programs and expertise categorization, AI-based imaging systems are equipped with quick image reading algorithms, which further includes MRIs and CT scans. The system helps doctors and healthcare professionals to improve performance with better diagnostics and proves to be a vital tool in combating the shortage of radiologists in the hospital. As per the latest paper published in the Future Healthcare Journal in March 2020, AI will be integrated in the healthcare field for diagnosis and treatment approvals, patient engagement and adherence, and the healthcare workforce's administrative events. For instance, AI-Rad Companion Chest CT, developed by Siemens Healthineers, is an AI-powered healthcare solution that can read the chest CT images, accomplish automatic measurements, and formulate the medical report with valuable clinical images and quantifications.
At present, with the aid of the latest improvements in AI to reorganize the drug discovery and drug repurposing procedures, there is a scope for minimizing both the time to market for new medicines and their prices. For instance, in September 2016, BERG Health used an AI platform to introduce a phase II clinical trial for a drug compound that could treat pancreatic cancer.
One of the latest approaches followed by the doctors emphasize on preventive care relying on data-collection, which ranges from collecting genetic information to advances in the electronic healthcare system and wearable devices. Apple, Fitbit, and Garmin are among the wearable device manufacturing companies that introduce products to efficiently monitor heart rate and activity levels. These devices send signals to the patients concerning exercise and medicine dosage. The best AI solution obtains data from mutation genetics and DNA.
AI is applied to aid cancer diagnosis and prognosis, given its unparalleled accuracy level, which is even sophisticated than that of the general statistical expert. For instance, scientists in National Cancer Institute (NCI's) intramural research program, support AI's abilities to recover cancer screening in cervical and prostate cancer. NCI investigators have designed a deep learning approach for the automatic detection of precancerous cervical lesions from digital images. With increased funds, NCI's efforts to comprehend AI's potential will lead to precise and rapid analyses, enhanced clinical decision-making, and improved health outcomes for cancer patients. Corporate giants like Google and IBM are already concentrating on making innovations in oncology, using cutting-edge AI algorithms for early detection and personalized cancer treatment. For instance, in August 2016, Google DeepMind launched a research partnership with the University College London Hospitals' radiotherapy department to use machine learning for minimizing the time taken for radiotherapy treatment applied for hard-to-treat head and neck cancer.
Pathologists are implementing artificial intelligence (AI) to precisely identify cancer cells amidst healthy cells in a human body. In particular, deep learning-based pattern recognition methods can develop pathology by integrating radiologic, clinical, and genomic data to diagnose diseases and predict patient prognoses accurately. After the Food and Drug Administration (FDA) approvals for primary disease diagnosis applications, digital pathology is becoming the new standard of care. For instance, Google's AI, Lymph Node Assistant (LYNA), a deep-learning tool, can accurately differentiate metastatic cancer with a 99% greater accuracy rate than human pathologists. Moreover, pathologists who used LYNA reported that it gave time-saving outcomes during tasks.
There is an unprecedented increase in the aging population worldwide, particularly in growing economies such as Europe, Japan, and China. According to the data of World Population Ageing 2017, the global population aged 60 years or above was ~962 million in 2017; further, the number of the elderly population is anticipated to reach almost 2.1 billion by 2050. Therefore, the aging population requires constant supervision and quick analysis on health-related issues, which, in turn promotes the adoption of AI-based systems in healthcare sector.
Several healthcare providers are starting to offload certain parts of the care-pathways to artificial intelligence (AI) based automation. For instance, in January 2018, Biotricity implemented device-level AI to improve its remote patient monitoring platform. Similarly, CarePredict uses AI for the uninterrupted detection of changes in activity and behavior patterns for initial recognition of health issues. Further, voice-based virtual assistants, such as Amazon Echo and Orbita Health, utilize AI to permit medication adherence and care coordination for aging. Several Companies such as Careangel further augment the voice-based virtual assistants as nurses and caregivers for target patient populations.
Additionally, AI upsurges healthcare professionals' capability to understand better the day-to-day patterns and needs of the people they care for. With that understanding, they can provide better responses, guidance, and support for staying healthy.
Component-Based Insights
In terms of component, the artificial intelligence in healthcare market is segmented into software solutions, hardware, and services. In 2019, the software solution segment held larger share of the market. Also, the same segment is estimated to register highest CAGR during the forecast period.
Artificial Intelligence in Healthcare Market, by Component – 2019 and 2027
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Application-Based Insights
Based on application, the artificial intelligence in healthcare market is segmented into robot assisted surgery, virtual assistants, administrative workflow assistants, connected machines, diagnosis, clinical trials, fraud detection, cybersecurity, dosage error reduction, and others. The clinical trials segment held the largest market share in 2019, and the robot assisted surgery segment is estimated to register the highest CAGR during the forecast period.
End User-Based Insights
In terms of end user, the artificial intelligence in healthcare market is segmented into hospitals & healthcare providers, patients, pharma & biotech companies, healthcare payers, and others. The hospitals & healthcare providers segment held the largest share of the market in 2019, and it is further estimated to register the highest CAGR during the forecast period.
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Artificial Intelligence (AI) in Healthcare Market: Strategic Insights
Market Size Value in US$ 3,991.23 Million in 2019 Market Size Value by US$ 107,797.82 Million by 2027 Growth rate CAGR of 49.8% from 2020-2027 Forecast Period 2020-2027 Base Year 2020
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Artificial Intelligence (AI) in Healthcare Market: Strategic Insights
| Market Size Value in | US$ 3,991.23 Million in 2019 |
| Market Size Value by | US$ 107,797.82 Million by 2027 |
| Growth rate | CAGR of 49.8% from 2020-2027 |
| Forecast Period | 2020-2027 |
| Base Year | 2020 |
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The artificial intelligence in healthcare market players are adopting the product launch and expansion strategies to cater to changing customer demands worldwide, which also allows them to maintain their brand name globally.
Artificial Intelligence in Healthcare Market – by Component
- Software Solution
- Hardware
- Services
Artificial Intelligence in Healthcare Market – by Application
- Robot Assisted Surgery
- Virtual Assistants
- Administrative Workflow Assistants
- Connected Machines
- Diagnosis
- Clinical Trials
- Fraud Detection
- Cybersecurity
- Dosage Error Reduction
- Others
Artificial Intelligence in Healthcare Market – by End User
- Hospitals & Healthcare Providers
- Patients
- Pharma & Biotech Companies
- Healthcare Payers
- Others
Artificial Intelligence in Healthcare Market – by Geography
- North America
- US
- Canada
- Mexico
- Europe
- France
- Germany
- Italy
- UK
- Spain
- Rest of Europe
- Asia Pacific (APAC)
- China
- India
- South Korea
- Japan
- Australia
- Rest of APAC
- Middle East & Africa (MEA)
- South Africa
- Saudi Arabia
- UAE
- Rest of MEA
- South America and Central America (SCAM)
- Brazil
- Argentina
- Rest of SCAM
Company Profiles
- Microsoft
- Koninklijke Philips N.V.
- Intel Corporation
- General Electric Company
- Alphabet Inc.
- NVIDIA CORPORATION
- Nuance Communications, Inc.
- Siemens Healthineers AG
- Arterys Inc.
- Johnson & Johnson Services, Inc.
Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends
Segment Covered
Component , Application , End User , and Geography
Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America
Country Scope
Argentina, Australia, Brazil, Canada, China, France, Germany, India, Italy, Japan, Mexico, Saudi Arabia, South Africa, South Korea, Spain, United Arab Emirates, United Kingdom, United States
Frequently Asked Questions
Artificial intelligence in healthcare is the use of machine-learning algorithms and software to analyze, process and present complex medical and health care data. It has been widely used to support clinical decisions, improve workflows and predict health outcomes. Thus, wide application of AI in the healthcare sector is likely to propel the growth of the market.
The growth of the artificial intelligence in healthcare market is attributed to the rising application of artificial intelligence in healthcare, growing investment in AI healthcare start-ups, and increasing cross-industry partnerships and collaborations.
The artificial intelligence in healthcare market majorly consists of the players such as Microsoft, Koninklijke Philips N.V., Intel Corporation, General Electric Company, Alphabet Inc., NVIDIA CORPORATION, Nuance Communications, Inc., Siemens Healthineers AG, Arterys Inc., and Johnson & Johnson Services, Inc. amongst others.
1. Introduction
1.1 Scope of the Study
1.2 The Insight Partners Research Report Guidance
1.3 Market Segmentation
1.3.1 Global Artificial Intelligence in Healthcare Market – By Component
1.3.2 Global Artificial Intelligence in Healthcare Market – By Application
1.3.3 Global Artificial Intelligence in Healthcare Market – By End User
1.3.4 Global Artificial Intelligence in Healthcare market – By Geography
2. Artificial Intelligence in Healthcare Market – Key Takeaways
3. Research Methodology
3.1 Coverage
3.2 Secondary Research
3.3 Primary Research
4. Global Artificial Intelligence in Healthcare – Market Landscape
4.1 Overview
4.2 PEST Analysis
4.2.1 Artificial Intelligence in Healthcare Market in North America: PEST Analysis
4.2.2 Artificial Intelligence in Healthcare Market in Europe: PEST Analysis
4.2.3 Artificial Intelligence in Healthcare Market in Asia Pacific: PEST Analysis
4.2.4 Artificial Intelligence in Healthcare Market in Middle East and Africa: PEST Analysis
4.2.5 Artificial Intelligence in Healthcare Market in South and Central America: PEST Analysis
4.3 Expert Opinions
5. Artificial Intelligence in Healthcare Market – Key Market Dynamics
5.1 Market Drivers
5.1.1 Rising Application of Artificial Intelligence (AI) in Healthcare
5.1.2 Growing Investment in AI Healthcare Start ups
5.1.3 Increasing Cross-Industry Partnerships and Collaborations
5.2 Market Restraints
5.2.1 Dearth of Skilled AI Workforce and Imprecise Regulatory Guidelines for Medical Software
5.3 Market Opportunities
5.3.1 Increasing Potential in Emerging Economies
5.4 Future Trends
5.4.1 AI in Epidemic Outbreak Prediction and Response
5.5 Impact Analysis
6. Artificial Intelligence in Healthcare Market – Global Analysis
6.1 Global Artificial Intelligence in Healthcare Market Revenue Forecast And Analysis
6.2 Global Artificial Intelligence in Healthcare Market, By Geography - Forecast And Analysis
6.3 Market Positioning of Key Players
7. Artificial Intelligence in Healthcare Market Analysis – By Component
7.1 Overview
7.2 Artificial Intelligence in Healthcare Market Revenue Share, by Component (2019 and 2027)
7.3 Software Solution
7.3.1 Overview
7.3.2 Software Solution: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
7.4 Hardware
7.4.1 Overview
7.4.2 Hardware: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
7.5 Services
7.5.1 Overview
7.5.2 Services: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
8. Artificial Intelligence in Healthcare Market Analysis – By Application
8.1 Overview
8.2 Artificial Intelligence in Healthcare Market Revenue Share, by Application (2019 and 2027)
8.3 Robot Assisted Surgery
8.3.1 Overview
8.3.2 Robot Assisted Surgery: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
8.4 Virtual Assistants
8.4.1 Overview
8.4.2 Virtual Assistants: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
8.5 Administrative Workflow Assistants
8.5.1 Overview
8.5.2 Administrative Workflow Assistants: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
8.6 Connected Machines
8.6.1 Overview
8.6.2 Connected Machines: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
8.7 Diagnosis
8.7.1 Overview
8.7.2 Diagnosis: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
8.8 Clinical Trials
8.8.1 Overview
8.8.2 Clinical Trials: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
8.9 Fraud Detection
8.9.1 Overview
8.9.2 Fraud Detection: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
8.10 Cybersecurity
8.10.1 Overview
8.10.2 Cybersecurity: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
8.11 Dosage Error Reduction
8.11.1 Overview
8.11.2 Dosage Error Reduction: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
8.12 Others
8.12.1 Overview
8.12.2 Others: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
9. Artificial Intelligence in Healthcare Market Analysis – By End User
9.1 Overview
9.2 Artificial Intelligence in Healthcare Market, by End-User, 2019 and 2027 (%)
9.3 Hospitals & Healthcare Providers
9.3.1 Overview
9.3.2 Hospitals & Healthcare Providers: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
9.4 Patients
9.4.1 Overview
9.4.2 Patients: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
9.5 Pharma and Biotech Companies
9.5.1 Overview
9.5.2 Pharma and Biotech Companies: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
9.6 Healthcare Payers
9.6.1 Overview
9.6.2 Healthcare Payers Market: Artificial Intelligence in Healthcare Market– Revenue and Forecast to 2027 (US$ Million)
9.7 Others
9.7.1 Overview
9.7.2 Others: Artificial Intelligence in Healthcare Market– Revenue and Forecast to 2027 (US$ Million)
10. Global Artificial Intelligence in Healthcare Market – Geographical Analysis
10.1 North America: Artificial Intelligence in Healthcare Market
10.1.1 Overview
10.1.2 North America: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
10.1.3 North America: Artificial Intelligence in Healthcare Market, by Component, 2018–2027 (USD Million)
10.1.4 North America: Artificial Intelligence in Healthcare Market, by Application, 2018–2027 (USD Million)
10.1.5 North America: Artificial Intelligence in Healthcare Market, by End User, 2018–2027 (USD Million)
10.1.6 North America: Artificial Intelligence in Healthcare Market, by Country, 2019 & 2027 (%)
10.1.7 US: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
10.1.7.1 US: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
10.1.7.2 US: Artificial Intelligence in Healthcare Market, by Component, 2018–2027 (USD Million)
10.1.7.3 US: Artificial Intelligence in Healthcare Market, by Application, 2018–2027 (USD Million)
10.1.7.4 US: Artificial Intelligence in Healthcare Market, by End User, 2018–2027 (USD Million)
10.1.8 Canada: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
10.1.8.1 Canada: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
10.1.8.2 Canada: Artificial Intelligence in Healthcare Market, by Component , 2018–2027 (USD Million)
10.1.8.3 Canada: Artificial Intelligence in Healthcare Market, by Application, 2018–2027 (USD Million)
10.1.8.4 Canada: Artificial Intelligence in Healthcare Market, by End User, 2018–2027 (USD Million)
10.1.9 Mexico: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
10.1.9.1 Mexico: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
10.1.9.2 Mexico: Artificial Intelligence in Healthcare Market, by Component , 2018–2027 (USD Million)
10.1.9.3 Mexico: Artificial Intelligence in Healthcare Market, by Application, 2018–2027 (USD Million)
10.1.9.4 Mexico: Artificial Intelligence in Healthcare Market, by End User, 2018–2027 (USD Million)
10.2 Europe: Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027
10.2.1 Europe Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027 (US$ Mn)
10.2.2 Europe Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Component (US$ Mn)
10.2.3 Europe Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Application (US$ Mn)
10.2.4 Europe Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by End User (US$ Mn)
10.2.5 Europe Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, By Country (%)
10.2.6 UK Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027 (US$ Mn)
10.2.6.1 UK Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027 (US$ Mn)
10.2.6.2 UK Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Component (US$ Mn)
10.2.6.3 UK Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Application (US$ Mn)
10.2.6.4 UK Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by End User (US$ Mn)
10.2.7 Germany Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027 (US$ Mn)
10.2.7.1 Germany Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027 (US$ Mn)
10.2.7.2 Germany Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Component (US$ Mn)
10.2.7.3 Germany Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Application (US$ Mn)
10.2.7.4 Germany Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by End User (US$ Mn)
10.2.8 France Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027 (US$ Mn)
10.2.8.1 France Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027 (US$ Mn)
10.2.8.2 France Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Component (US$ Mn)
10.2.8.3 France Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Application (US$ Mn)
10.2.8.4 France Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by End User (US$ Mn)
10.2.9 Italy Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027 (US$ Mn)
10.2.9.1 Italy Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027 (US$ Mn)
10.2.9.2 Italy Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Component (US$ Mn)
10.2.9.3 Italy Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Application (US$ Mn)
10.2.9.4 Italy Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by End User (US$ Mn)
10.2.10 Spain Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027 (US$ Mn)
10.2.10.1 Spain Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027 (US$ Mn)
10.2.10.2 Spain Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Component (US$ Mn)
10.2.10.3 Spain Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Application (US$ Mn)
10.2.10.4 Spain Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by End User (US$ Mn)
10.2.11 Rest of Europe Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027 (US$ Mn)
10.2.11.1 Rest of Europe Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027 (US$ Mn)
10.2.11.2 Rest of Europe Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Component (US$ Mn)
10.2.11.3 Rest of Europe Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Application (US$ Mn)
10.2.11.4 Rest of Europe Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by End User (US$ Mn)
10.3 Asia Pacific: Artificial Intelligence in Healthcare Market
10.3.1 Overview
10.3.2 Asia Pacific: Artificial Intelligence in Healthcare Market - Revenue and Forecast to 2027 (USD Million)
10.3.3 Asia Pacific Artificial Intelligence in Healthcare Market, by Component – Revenue and Forecast to 2027 (USD Million)
10.3.4 Asia Pacific Artificial Intelligence in Healthcare Market, by Application– Revenue and Forecast to 2027 (USD Million)
10.3.5 Asia Pacific Artificial Intelligence in Healthcare Market, by End User– Revenue and Forecast to 2027 (USD Million)
10.3.6 Asia Pacific: Artificial Intelligence in Healthcare Market, by Country, 2019 & 2027 (%)
10.3.7 China: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
10.3.7.1 China: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
10.3.7.2 China Artificial Intelligence in Healthcare Market, by Component – Revenue and Forecast to 2027 (USD Million)
10.3.7.3 China Artificial Intelligence in Healthcare Market, by Application– Revenue and Forecast to 2027(USD Million)
10.3.7.4 China Artificial Intelligence in Healthcare Market, by End User– Revenue and Forecast to 2027(USD Million)
10.3.8 Japan: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
10.3.8.1 Japan: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
10.3.8.2 Japan Artificial Intelligence in Healthcare Market, by Component – Revenue and Forecast to 2027 (USD Million)
10.3.8.3 Japan Artificial Intelligence in Healthcare Market, by Application– Revenue and Forecast to 2027(USD Million)
10.3.8.4 Japan Artificial Intelligence in Healthcare Market, by End User– Revenue and Forecast to 2027(USD Million)
10.3.9 India: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
10.3.9.1 India: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
10.3.9.2 India Artificial Intelligence in Healthcare Market, by Component – Revenue and Forecast to 2027 (USD Million)
10.3.9.3 India Artificial Intelligence in Healthcare Market, by Application– Revenue and Forecast to 2027(USD Million)
10.3.9.4 India Artificial Intelligence in Healthcare Market, by End User– Revenue and Forecast to 2027(USD Million)
10.3.10 South Korea: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
10.3.10.1 South Korea: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
10.3.10.2 South Korea Artificial Intelligence in Healthcare Market, by Component – Revenue and Forecast to 2027 (USD Million)
10.3.10.3 South Korea Artificial Intelligence in Healthcare Market, by Application– Revenue and Forecast to 2027(USD Million)
10.3.10.4 South Korea Artificial Intelligence in Healthcare Market, by End User– Revenue and Forecast to 2027(USD Million)
10.3.11 Australia: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
10.3.11.1 Australia: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
10.3.11.2 Australia Artificial Intelligence in Healthcare Market, by Component – Revenue and Forecast to 2027 (USD Million)
10.3.11.3 Australia Artificial Intelligence in Healthcare Market, by Application– Revenue and Forecast to 2027(USD Million)
10.3.11.4 Australia Artificial Intelligence in Healthcare Market, by End User– Revenue and Forecast to 2027(USD Million)
10.3.12 Rest of Asia Pacific: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
10.3.12.1 Rest of Asia Pacific: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
10.3.12.2 Rest of Asia Pacific Artificial Intelligence in Healthcare Market, by Component – Revenue and Forecast to 2027 (USD Million)
10.3.12.3 Rest of Asia Pacific Artificial Intelligence in Healthcare Market, by Application– Revenue and Forecast to 2027(USD Million)
10.3.12.4 Rest of Asia Pacific Artificial Intelligence in Healthcare Market, by End User– Revenue and Forecast to 2027(USD Million)
10.4 Middle East & Africa: Artificial Intelligence in Healthcare Market
10.4.1 Overview
10.4.2 Middle East & Africa: Artificial Intelligence in Healthcare Market - Revenue and Forecast to 2027 (USD Million)
10.4.3 Middle East and Africa: Artificial Intelligence in Healthcare Market, by Component, 2018 -2027 (USD Million)
10.4.4 Middle East and Africa: Artificial Intelligence in Healthcare Market, by Application, 2018-2027 (USD Million)
10.4.5 Middle East and Africa: Artificial Intelligence in Healthcare Market, by End User, 2018-2027 (USD Million)
10.4.6 Middle East & Africa: Artificial Intelligence in Healthcare Market Share by Country – 2019 & 2027, (%)
10.4.7 UAE: Artificial Intelligence in Healthcare Market- Revenue and Forecasts to 2027 (USD Million)
10.4.7.1 UAE: Artificial Intelligence in Healthcare Market- Revenue and Forecasts to 2027 (USD Million)
10.4.7.2 UAE: Artificial Intelligence in Healthcare Market, by Component, 2018 -2027 (USD Million)
10.4.7.3 UAE: Artificial Intelligence in Healthcare Market, by Application, 2018-2027 (USD Million)
10.4.7.4 UAE: Artificial Intelligence in Healthcare Market, by End User, 2018-2027 (USD Million)
10.4.8 Saudi Arabia: Artificial Intelligence in Healthcare Market- Revenue and Forecasts to 2027 (USD Million)
10.4.8.1 Saudi Arabia: Artificial Intelligence in Healthcare Market- Revenue and Forecasts to 2027 (USD Million)
10.4.8.2 Saudi Arabia: Artificial Intelligence in Healthcare Market, by Component, 2018 -2027 (USD Million)
10.4.8.3 Saudi Arabia: Artificial Intelligence in Healthcare Market, by Application, 2018-2027 (USD Million)
10.4.8.4 Saudi Arabia: Artificial Intelligence in Healthcare Market, by End User, 2018-2027 (USD Million)
10.4.9 South Africa: Artificial Intelligence in Healthcare Market - Revenue and Forecasts to 2027 (USD Million)
10.4.9.1 South Africa: Artificial Intelligence in Healthcare Market- Revenue and Forecasts to 2027 (USD Million)
10.4.9.2 South Africa: Artificial Intelligence in Healthcare Market, by Component, 2018 -2027 (USD Million)
10.4.9.3 South Africa: Artificial Intelligence in Healthcare Market, by Application, 2018-2027 (USD Million)
10.4.9.4 South Africa: Artificial Intelligence in Healthcare Market, by End User, 2018-2027 (USD Million)
10.4.10 Rest of Middle East and Africa: Artificial Intelligence in Healthcare Market - Revenue and Forecasts to 2027 (USD Million)
10.4.10.1 Rest of Middle East and Africa: Artificial Intelligence in Healthcare Market- Revenue and Forecasts to 2027 (USD Million)
10.4.10.2 Rest of Middle East and Africa: Artificial Intelligence in Healthcare Market, by Component, 2018 -2027 (USD Million)
10.4.10.3 Rest of Middle East and Africa: Artificial Intelligence in Healthcare Market, by Application, 2018-2027 (USD Million)
10.4.10.4 Rest of Middle East and Africa: Artificial Intelligence in Healthcare Market, by End User, 2018-2027 (USD Million)
10.5 South and Central America: Artificial Intelligence in Healthcare Market
10.5.1 South and Central America: Artificial Intelligence in Healthcare Market - Revenue and Forecast to 2027 (USD Million)
10.5.2 South and Central America: Artificial Intelligence in Healthcare Market, by Component, 2018 -2027 (USD Million)
10.5.3 South and Central America: Artificial Intelligence in Healthcare Market, by Application, 2018-2027 (USD Million)
10.5.4 South and Central America: Artificial Intelligence in Healthcare Market, by End User, 2018-2027 (USD Million)
10.5.5 South and Central America: Artificial Intelligence in Healthcare Market Share by Country – 2019 & 2027, (%)
10.5.6 Brazil: Artificial Intelligence in Healthcare Market- Revenue and Forecasts to 2027 (USD Million)
10.5.6.1 Brazil: Artificial Intelligence in Healthcare Market- Revenue and Forecasts to 2027 (USD Million)
10.5.6.2 Brazil: Artificial Intelligence in Healthcare Market, by Component, 2018 -2027 (USD Million)
10.5.6.3 Brazil: Artificial Intelligence in Healthcare Market, by Application, 2018-2027 (USD Million)
10.5.6.4 Brazil: Artificial Intelligence in Healthcare Market, by End User, 2018-2027 (USD Million)
10.5.7 Argentina: Artificial Intelligence in Healthcare Market- Revenue and Forecasts to 2027 (USD Million)
10.5.7.1 Argentina: Artificial Intelligence in Healthcare Market- Revenue and Forecasts to 2027 (USD Million)
10.5.7.2 Argentina: Artificial Intelligence in Healthcare Market, by Component, 2018 -2027 (USD Million)
10.5.7.3 Argentina: Artificial Intelligence in Healthcare Market, by Application, 2018-2027 (USD Million)
10.5.7.4 Argentina: Artificial Intelligence in Healthcare Market, by End User, 2018-2027 (USD Million)
10.5.8 Rest of South and Central America: Artificial Intelligence in Healthcare Market- Revenue and Forecasts to 2027 (USD Million)
10.5.8.1 Rest of South and Central America: Artificial Intelligence in Healthcare Market- Revenue and Forecasts to 2027 (USD Million)
10.5.8.2 Rest of South and Central America: Artificial Intelligence in Healthcare Market, by Component, 2018 -2027 (USD Million)
10.5.8.3 Rest of South and Central America: Artificial Intelligence in Healthcare Market, by Application, 2018-2027 (USD Million)
10.5.8.4 Rest of South and Central America: Artificial Intelligence in Healthcare Market, by End User, 2018-2027 (USD Million)
11. Impact of COVID-19 Pandemic on Global Artificial Intelligence in Healthcare Market
11.1 North America: Impact Assessment of COVID-19 Pandemic
11.2 Europe: Impact Assessment Of COVID-19 Pandemic
11.3 Asia-Pacific: Impact Assessment of COVID-19 Pandemic
11.4 Middle East and Africa: Impact Assessment of COVID-19 Pandemic
11.5 South and Central America: Impact Assessment of COVID-19 Pandemic
12. Artificial Intelligence (AI) in Healthcare Market –Industry Landscape
12.1 Overview
12.2 Growth Strategies in the Artificial Intelligence in Healthcare Market, 2019-2020
12.3 Inorganic Growth Strategies
12.3.1 Overview
12.4 Organic Growth Strategies
12.4.1 Overview
13. Company Profile
13.1 General Electric Company
13.1.1 Key Facts
13.1.2 Business Description
13.1.3 Products and Services
13.1.4 Financial Overview
13.1.5 SWOT Analysis
13.1.6 Key Developments
13.2 Alphabet Inc.
13.2.1 Key Facts
13.2.2 Business Description
13.2.3 Products and Services
13.2.4 Financial Overview
13.2.5 SWOT Analysis
13.2.6 Key Developments
13.3 Intel Corporation
13.3.1 Key Facts
13.3.2 Business Description
13.3.3 Products and Services
13.3.4 Financial Overview
13.3.5 SWOT Analysis
13.3.6 Key Developments
13.4 Koninklijke Philips N.V.
13.4.1 Key Facts
13.4.2 Business Description
13.4.3 Products and Services
13.4.4 Financial Overview
13.4.5 SWOT Analysis
13.5 Microsoft Corporation
13.5.1 Key Facts
13.5.2 Business Description
13.5.3 Products and Services
13.5.4 Financial Overview
13.5.5 SWOT Analysis
13.5.6 Key Developments
13.6 NVIDIA CORPORATION
13.6.1 Key Facts
13.6.2 Business Description
13.6.3 Products and Services
13.6.4 Financial Overview
13.6.5 SWOT Analysis
13.6.6 Key Developments
13.7 Nuance Communications, Inc.
13.7.1 Key Facts
13.7.2 Business Description
13.7.3 Products and Services
13.7.4 Financial Overview
13.7.5 SWOT Analysis
13.7.6 Key Developments
13.8 Siemens Healthineers AG
13.8.1 Key Facts
13.8.2 Business Description
13.8.3 Products and Services
13.8.4 Financial Overview
13.8.5 SWOT Analysis
13.8.6 Key Developments
13.9 Arterys Inc.
13.9.1 Key Facts
13.9.2 Business Description
13.9.3 Products and Services
13.9.4 Financial Overview
13.9.5 SWOT Analysis
13.9.6 Key Developments
13.10 Johnson and Johnson Services, Inc.
13.10.1 Key Facts
13.10.2 Business Description
13.10.3 Products and Services
13.10.4 Financial Overview
13.10.5 SWOT Analysis
13.10.6 Key Developments
14. Appendix
14.1 About the Insight Partners
14.2 Glossary of Terms, Artificial Intelligence in Healthcare Market
LIST OF TABLES
Table 1. North America Artificial Intelligence in Healthcare Market, by Component – Revenue and Forecast to 2027 (USD Million)
Table 2. North America Artificial Intelligence in Healthcare Market, by Application – Revenue and Forecast to 2027 (USD Million)
Table 3. North America Artificial Intelligence in Healthcare Market, by End User – Revenue and Forecast to 2027 (USD Million)
Table 4. US Artificial Intelligence in Healthcare Market, by Component – Revenue and Forecast to 2027 (USD Million)
Table 5. US Artificial Intelligence in Healthcare Market, by Application – Revenue and Forecast to 2027 (USD Million)
Table 6. US Artificial Intelligence in Healthcare Market, by End User – Revenue and Forecast to 2027 (USD Million)
Table 7. Canada Artificial Intelligence in Healthcare Market, by Component – Revenue and Forecast to 2027 (USD Million)
Table 8. Canada Artificial Intelligence in Healthcare Market, by Application – Revenue and Forecast to 2027 (USD Million)
Table 9. Canada Artificial Intelligence in Healthcare Market, by End User – Revenue and Forecast to 2027 (USD Million)
Table 10. Mexico Artificial Intelligence in Healthcare Market, by Component – Revenue and Forecast to 2027 (USD Million)
Table 11. Mexico Artificial Intelligence in Healthcare Market, by Application – Revenue and Forecast to 2027 (USD Million)
Table 12. Mexico Artificial Intelligence in Healthcare Market, by End User – Revenue and Forecast to 2027 (USD Million)
Table 13. Europe Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Component (US$ Mn)
Table 14. Europe Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Application (US$ Mn)
Table 15. Europe Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by End User (US$ Mn)
Table 16. UK Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Component (US$ Mn)
Table 17. UK Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Application (US$ Mn)
Table 18. UK Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by End User (US$ Mn)
Table 19. Germany Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Component (US$ Mn)
Table 20. Germany Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Application (US$ Mn)
Table 21. Germany Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by End User (US$ Mn)CAGR
Table 22. France Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Component (US$ Mn)
Table 23. France Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Application (US$ Mn)
Table 24. France Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by End User (US$ Mn)
Table 25. Italy Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Component (US$ Mn)
Table 26. Italy Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Application (US$ Mn)
Table 27. Italy Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by End User (US$ Mn)
Table 28. Spain Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Component (US$ Mn)
Table 29. Spain Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Application (US$ Mn)
Table 30. Spain Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by End User (US$ Mn)
Table 31. Rest of Europe Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Component (US$ Mn)
Table 32. Rest of Europe Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by Application (US$ Mn)
Table 33. Rest of Europe Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, by End User (US$ Mn)
Table 34. Asia Pacific Artificial Intelligence in Healthcare Market, by Component – Revenue and Forecast to 2027 (USD Million)
Table 35. Asia Pacific Artificial Intelligence in Healthcare Market, by Application– Revenue and Forecast to 2027 (USD Million)
Table 36. Asia Pacific Artificial Intelligence in Healthcare Market, by End User– Revenue and Forecast to 2027 (USD Million)
Table 37. China Artificial Intelligence in Healthcare Market, by Component – Revenue and Forecast to 2027 (USD Million)
Table 38. China Artificial Intelligence in Healthcare Market, by Application– Revenue and Forecast to 2027(USD Million)
Table 39. China Artificial Intelligence in Healthcare Market, by End User– Revenue and Forecast to 2027(USD Million)
Table 40. Japan Artificial Intelligence in Healthcare Market, by Component – Revenue and Forecast to 2027 (USD Million)
Table 41. Japan Artificial Intelligence in Healthcare Market, by Application– Revenue and Forecast to 2027(USD Million)
Table 42. Japan Artificial Intelligence in Healthcare Market, by End User– Revenue and Forecast to 2027(USD Million)
Table 43. India Artificial Intelligence in Healthcare Market, by Component – Revenue and Forecast to 2027 (USD Million)
Table 44. India Artificial Intelligence in Healthcare Market, by Application– Revenue and Forecast to 2027(USD Million)
Table 45. India Artificial Intelligence in Healthcare Market, by End User– Revenue and Forecast to 2027(USD Million)
Table 46. South Korea Artificial Intelligence in Healthcare Market, by Component – Revenue and Forecast to 2027 (USD Million)
Table 47. South Korea Artificial Intelligence in Healthcare Market, by Application– Revenue and Forecast to 2027 (USD Million)
Table 48. South Korea Artificial Intelligence in Healthcare Market, by End User– Revenue and Forecast to 2027 (USD Million)
Table 49. Australia Artificial Intelligence in Healthcare Market, by Component – Revenue and Forecast to 2027 (USD Million)
Table 50. Australia Artificial Intelligence in Healthcare Market, by Application– Revenue and Forecast to 2027(USD Million)
Table 51. Australia Artificial Intelligence in Healthcare Market, by End User– Revenue and Forecast to 2027(USD Million)
Table 52. Rest of Asia Pacific Artificial Intelligence in Healthcare Market, by Component – Revenue and Forecast to 2027 (USD Million)
Table 53. Rest of Asia Pacific Artificial Intelligence in Healthcare Market, by Application– Revenue and Forecast to 2027(USD Million)
Table 54. Rest of Asia Pacific Artificial Intelligence in Healthcare Market, by End User– Revenue and Forecast to 2027(USD Million)
Table 55. Middle East and Africa Artificial Intelligence in Healthcare Market, by Component– Revenue And Forecast To 2027 (USD Million)
Table 56. Middle East and Africa Artificial Intelligence in Healthcare Market, by Application – Revenue and Forecast to 2027(USD Million)
Table 57. Middle East and Africa Artificial Intelligence in Healthcare Market, by End User – Revenue and Forecast to 2027(USD Million)
Table 58. UAE Artificial Intelligence in Healthcare Market, by Component– Revenue And Forecast To 2027 (USD Million)
Table 59. UAE Artificial Intelligence in Healthcare Market, by Application – Revenue and Forecast to 2027(USD Million)
Table 60. UAE Artificial Intelligence in Healthcare Market, by End User – Revenue and Forecast to 2027(USD Million)
Table 61. Saudi Arabia Artificial Intelligence in Healthcare Market, by Component– Revenue And Forecast To 2027 (USD Million)
Table 62. Saudi Arabia Artificial Intelligence in Healthcare Market, by Application – Revenue and Forecast to 2027(USD Million)
Table 63. Saudi Arabia Artificial Intelligence in Healthcare Market, by End User – Revenue and Forecast to 2027(USD Million)
Table 64. South Africa Artificial Intelligence in Healthcare Market, by Component– Revenue And Forecast To 2027 (USD Million)
Table 65. South Africa Artificial Intelligence in Healthcare Market, by Application – Revenue and Forecast to 2027(USD Million)
Table 66. South Africa Artificial Intelligence in Healthcare Market, by End User – Revenue and Forecast to 2027(USD Million)
Table 67. Rest of Middle East and Africa Artificial Intelligence in Healthcare Market, by Component– Revenue And Forecast To 2027 (USD Million)
Table 68. Rest of Middle East and Africa Artificial Intelligence in Healthcare Market, by Application – Revenue and Forecast to 2027(USD Million)
Table 69. Rest of Middle East and Africa Artificial Intelligence in Healthcare Market, by End User – Revenue and Forecast to 2027(USD Million)
Table 70. South and Central America Artificial Intelligence in Healthcare Market, by Component– Revenue And Forecast To 2027 (USD Million)
Table 71. South and Central America Artificial Intelligence in Healthcare Market, by Application – Revenue and Forecast to 2027 (USD Million)
Table 72. South and Central America Artificial Intelligence in Healthcare Market, by End User – Revenue and Forecast to 2027(USD Million)
Table 73. Brazil Artificial Intelligence in Healthcare Market, by Component– Revenue And Forecast To 2027 (USD Million)
Table 74. Brazil Artificial Intelligence in Healthcare Market, by Application – Revenue and Forecast to 2027(USD Million)
Table 75. Brazil Artificial Intelligence in Healthcare Market, by End User – Revenue and Forecast to 2027(USD Million)
Table 76. Argentina Artificial Intelligence in Healthcare Market, by Component– Revenue And Forecast To 2027 (USD Million)
Table 77. Argentina Artificial Intelligence in Healthcare Market, by Application – Revenue and Forecast to 2027(USD Million)
Table 78. Argentina Artificial Intelligence in Healthcare Market, by End User – Revenue and Forecast to 2027(USD Million)
Table 79. Rest of South and Central America Artificial Intelligence in Healthcare Market, by Component– Revenue And Forecast To 2027 (USD Million)
Table 80. Rest of South and Central America Artificial Intelligence in Healthcare Market, by Application – Revenue and Forecast to 2027(USD Million)
Table 81. Rest of South and Central America Artificial Intelligence in Healthcare Market, by End User – Revenue and Forecast to 2027(USD Million)
Table 82. Recent Inorganic Growth Strategies in the Artificial Intelligence in Healthcare Market
Table 83. Recent Organic Growth Strategies in the Artificial Intelligence in Healthcare Market
Table 84. List of Abbreviation
LIST OF FIGURES
Figure 1. Artificial Intelligence in Healthcare Market Segmentation
Figure 2. Artificial Intelligence in Healthcare Market Segmentation, By Region
Figure 3. Global Artificial Intelligence in Healthcare Market Overview
Figure 4. Robot Assisted Surgery Segment by Application Segment Expected to Witness Rapid Growth
Figure 5. APAC to Show Significant Growth During Forecast Period
Figure 6. Artificial Intelligence in Healthcare Market, by Geography (US$ Million)
Figure 7. Global Artificial Intelligence in Healthcare Market – Leading Country Markets (US$ Million)
Figure 8. Global Artificial Intelligence in Healthcare Market, Industry Landscape
Figure 9. Artificial Intelligence in Healthcare Market in North America: PEST Analysis
Figure 10. Artificial Intelligence in Healthcare Market in Europe: PEST Analysis
Figure 11. Artificial Intelligence in Healthcare Market in Asia Pacific: PEST Analysis
Figure 12. Artificial Intelligence in Healthcare Market in Middle East and Africa: PEST Analysis
Figure 13. Artificial Intelligence in Healthcare Market in South and Central America: PEST Analysis
Figure 14. Artificial Intelligence in Healthcare Market Impact Analysis of Drivers and Restraints
Figure 15. Global Artificial Intelligence in Healthcare Market – Revenue Forecast And Analysis – 2019- 2027
Figure 16. Global Artificial Intelligence in Healthcare Market – By Geography Forecast and Analysis – 2019- 2027
Figure 17. Market Positioning of Key Players in Global Artificial Intelligence in Healthcare Market
Figure 18. Artificial Intelligence in Healthcare Market Revenue Share, by Component (2019 and 2027)
Figure 19. Software Solution: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
Figure 20. Hardware: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
Figure 21. Services: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
Figure 22. Artificial Intelligence in Healthcare Market Revenue Share, by Application (2019 and 2027)
Figure 23. Robot Assisted Surgery: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
Figure 24. Virtual Assistants: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
Figure 25. Administrative Workflow Assistants: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
Figure 26. Connected Machines: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
Figure 27. Diagnosis: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
Figure 28. Clinical Trials: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
Figure 29. Fraud Detection: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
Figure 30. Cybersecurity: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
Figure 31. Dosage Error Reduction: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
Figure 32. Others: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
Figure 33. Artificial Intelligence in Healthcare Market, by End-User, 2019 and 2027 (%)
Figure 34. Hospitals & Healthcare Providers: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
Figure 35. Patients: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
Figure 36. Pharma and Biotech Companies: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (US$ Million)
Figure 37. Healthcare Payers: Artificial Intelligence in Healthcare Market– Revenue and Forecast to 2027 (US$ Million)
Figure 38. Others: Artificial Intelligence in Healthcare Market– Revenue and Forecast to 2027 (US$ Million)
Figure 39. North America: Artificial Intelligence in Healthcare Market, by Key Country – Revenue (2019) (USD Million)
Figure 40. North America Artificial Intelligence in Healthcare Market Revenue and Forecast to 2027 (USD Million)
Figure 41. North America: Artificial Intelligence in Healthcare Market, by Country, 2019 & 2027 (%)
Figure 42. US: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
Figure 43. Canada: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
Figure 44. Mexico: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
Figure 45. Europe Artificial Intelligence in Healthcare Market Revenue Overview, by Country, 2019 (US$ MN)
Figure 46. Europe Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027 (US$ Mn)
Figure 47. Europe Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027, By Country (%)
Figure 48. UK Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027 (US$ Mn)
Figure 49. Germany Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027 (US$ Mn)
Figure 50. France Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027 (US$ Mn)
Figure 51. Italy Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027 (US$ Mn)
Figure 52. Spain Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027 (US$ Mn)
Figure 53. Rest of Europe Artificial Intelligence in Healthcare Market Revenue and Forecasts to 2027 (US$ Mn)
Figure 54. Asia Pacific: Artificial Intelligence in Healthcare Market, by Key Country – Revenue (2019) (USD Million)
Figure 55. Asia Pacific Artificial Intelligence in Healthcare Market Revenue and Forecast to 2027 (USD Million)
Figure 56. Asia Pacific: Artificial Intelligence in Healthcare Market, by Country, 2019 & 2027 (%)
Figure 57. China: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
Figure 58. Japan: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
Figure 59. India: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
Figure 60. South Korea: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
Figure 61. Australia: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
Figure 62. Rest of Asia Pacific: Artificial Intelligence in Healthcare Market – Revenue and Forecast to 2027 (USD Million)
Figure 63. Middle East & Africa: Artificial Intelligence in Healthcare Market, By Key Country – Revenue (2019) (USD Million)
Figure 64. Middle East & Africa: Artificial Intelligence in Healthcare Market- Revenue And Forecasts To 2027 (USD Million)
Figure 65. Middle East & Africa: Artificial Intelligence in Healthcare Market Share by Country – 2019 & 2027, (%)
Figure 66. UAE: Artificial Intelligence in Healthcare Market- Revenue and Forecasts To 2027 (USD Million)
Figure 67. Saudi Arabia: Artificial Intelligence in Healthcare Market- Revenue And Forecasts To 2027 (USD Million)
Figure 68. South Africa: Artificial Intelligence in Healthcare Market- Revenue And Forecasts To 2027 (USD Million)
Figure 69. Rest of Middle East and Africa: Artificial Intelligence in Healthcare Market- Revenue And Forecasts To 2027 (USD Million)
Figure 70. South and Central America: Artificial Intelligence in Healthcare Market, By Key Country – Revenue (2019) (USD Million)
Figure 71. South and Central America: Artificial Intelligence in Healthcare Market- Revenue And Forecasts To 2027 (USD Million)
Figure 72. South and Central America: Artificial Intelligence in Healthcare Market Share by Country – 2019 & 2027, (%)
Figure 73. Brazil: Artificial Intelligence in Healthcare Market- Revenue and Forecasts To 2027 (USD Million)
Figure 74. Argentina: Artificial Intelligence in Healthcare Market- Revenue And Forecasts To 2027 (USD Million)
Figure 75. Rest of South and Central America: Artificial Intelligence in Healthcare Market- Revenue And Forecasts To 2027 (USD Million)
Figure 76. Impact of COVID-19 Pandemic in North American Country Markets
Figure 77. Impact of COVID-19 Pandemic in European Country Markets
Figure 78. Impact of COVID-19 Pandemic in Asia Pacific Country Markets
Figure 79. Impact Of COVID-19 Pandemic in Middle East and Africa Country Markets
Figure 80. Impact Of COVID-19 Pandemic in South and Central America Africa Country Markets
Figure 81. Growth Strategies in the Artificial Intelligence in Healthcare Market, 2019-2020
The List of Companies - Artificial Intelligence (AI) in Healthcare Market
- Microsoft
- Koninklijke Philips N.V.
- Intel Corporation
- General Electric Company
- Alphabet Inc.
- NVIDIA CORPORATION
- Nuance Communications, Inc.
- Siemens Healthineers AG
- Arterys Inc.
- Johnson & Johnson Services, Inc.
The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.
- Data Collection and Secondary Research:
As a market research and consulting firm operating from a decade, we have published many reports and advised several clients across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.
Several associations trade associates, technical forums, institutes, societies and organizations are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in the last 3 years are scrutinized and analyzed to understand the current market trends.
- Primary Research:
The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.
For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/Sales Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.
A typical research interview fulfils the following functions:
- Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
- Validates and strengthens in-house secondary research findings
- Develops the analysis team’s expertise and market understanding
Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:
- Industry participants: VPs, business development managers, market intelligence managers and national sales managers
- Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.
Below is the breakup of our primary respondents by company, designation, and region:
Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.
- Data Analysis:
Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.
- 3.1 Macro-Economic Factor Analysis:
We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.
- 3.2 Country Level Data:
Various factors that are especially aligned to the country are taken into account to determine the market size for a certain area and country, including the presence of vendors, such as headquarters and offices, the country's GDP, demand patterns, and industry growth. To comprehend the market dynamics for the nation, a number of growth variables, inhibitors, application areas, and current market trends are researched. The aforementioned elements aid in determining the country's overall market's growth potential.
- 3.3 Company Profile:
The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.
- 3.4 Developing Base Number:
Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.
- Data Triangulation and Final Review:
The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.
We follow an iterative model, wherein we share our research findings with Subject Matter Experts (SME’s) and Key Opinion Leaders (KOLs) until consensus view of the market is not formulated – this model negates any drastic deviation in the opinions of experts. Only validated and universally acceptable research findings are quoted in our reports.
We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.
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