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Pulished Date May, 2021
ID: 11582
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Global AI in Healthcare Diagnosis Market Size, Share, Trends, COVID-19 Impact & Growth Analysis Report – Segmented By Technology, Application, End-User & Region (North America, Europe, Asia-Pacific, Latin America, Middle East and Africa)- Industry Forecast (2021 to 2026)

Pulished: May, 2021
ID: 11582
Pages: 190

Global AI in Healthcare Diagnosis Market Size (2021 to 2026)

The global artificial intelligence in the healthcare diagnosis market is forecasted to be worth USD 5.8 billion by 2026, registering a remarkable CAGR of 20.2% between 2021 and 2026.

Diagnosis is essential in disease prevention. AI in healthcare diagnosis integrates artificial intelligence and its associated technology with medical diagnostics to enhance the outcome. Diagnosis is the method of determining an illness, disorder, or disability based on its signs and symptoms. A clinical history, physical check, and examinations such as blood tests, imaging tests, and biopsies can be used to help make a diagnosis. Traditionally, the diagnosis was performed using outdated approaches, but progress in healthcare diagnosis has paved the way. Artificial intelligence technology has now made significant contributions to cybersecurity, manufacturing, education, and logistics. It has also changed in healthcare, especially for diagnosis and treatment decisions, patient participation and adherence, and administrative practices of the healthcare workforce.

The use of artificial intelligence in medical diagnosis brings various benefits to the emerging healthcare industry, such as optimizing patient satisfaction and minimizing equipment downtime, low-cost testing procedures, accurate and reliable report processing, rapid diagnostic data generation, and early diagnosis saves millions of lives. Deep learning technologies aid in analyzing images and recognizing patterns to create algorithms that increase the accuracy of guessing the correct diagnosis, allowing physicians to identify complex diseases more quickly and accurately. AI-powered applications, such as MRIs, x-rays, and CT scans, also assist physicians with more reliably diagnosing patients and prescribing the most appropriate treatment.

MARKET DRIVERS:

Diagnosis of cancer and Investment in AI and organizations’ support drives the AI in healthcare diagnosis market growth.

The rising incidence of cancer is a major factor driving AI in healthcare diagnosis market. Cancer is still the most dangerous condition, but early detection plays a vital part in patient recovery. Deep learning is the most often used AI in healthcare diagnosis to detect cancer. AI technology improves the accuracy and pace of cancer detection, aids professional decision-making, and improves cancer health outcomes. According to a new report published in the Journal of the National Cancer Institute, the AI system has attained breast cancer screening sensitivity comparable to that of a typical breast radiologist. The use of computed tomography (CT) decreases lung cancer mortality. The NCI-sponsored National Lung Screening Trial (NLST) found that screening for low-dose helical CT reduces the risk of dying from lung cancer by 20% in people aged 55 to 74. Other examples are Pathai, Buoy Health, Enlitic, and Freenome, which have been discovered to save many lives as a blessing for cancer diagnosis, lowering the death rate. As a result, the use of artificial intelligence in cancer detection is increasing.

Increased investment in AI healthcare is fuelling the rise of AI in healthcare diagnosis market.

AI in healthcare has recently become a huge draw, and as a result, many organizations and governments are investing in start-ups. Thousands of AI start-ups focus on artificial intelligence, machine learning, and other AI technologies, with a major focus on AI-driven imaging and diagnostic solutions. According to CB Insights' latest AI global funding survey, AI start-ups raised a whopping $26.6 billion in 2019 from a total of 2,235 investment transactions. Developed countries such as the United States and the United Kingdom have been tech hotspots, with the government even endorsing AI start-ups. For example, the UK government has allocated £20 million to 15 innovative AI projects ranging from early cancer diagnosis to clinical care and wearable medical devices. With this increase in funding, many start-ups are motivated to do business, which leads to an increase in the growth of AI in healthcare diagnosis industry.

Rising partnerships between organizations to create new technology for diagnosis push the AI in healthcare diagnosis market forward.

Many pharma firms are drawn to the artificial intelligence market because of its benefits and widespread use in diagnosis. As a result, several businesses are now partnering with AI companies to develop AI-powered solutions. E.g., in February 2021, Google Cloud, with its machine learning platform, collaborated with the mass-market medical technology firm Hologic to diagnose cervical cancer. Hologic's cytology platform uses artificial intelligence and digital optical imaging to identify precancerous lesions and cervical cancer cells. Because of the increasing need for AI-based diagnostic solutions, these developments help companies achieve a competitive advantage. As a result, there has been an increase in demand for artificial intelligence in diagnosis.

Impact of COVID-19 on the global AI in healthcare diagnosis market:

Covid – 19 wreaked havoc on the healthcare system, resulting in millions of deaths worldwide. The pandemic necessitates more services such as personnel, equipment, and other resources. Artificial intelligence opens up a plethora of possibilities in healthcare industry. Disease diagnosis has been critical in this coronavirus case, not just for coronavirus infection but also for other diseases. Patients with other diseases have a high risk of coronavirus infection. Consequently, the use of X-rays and CT scans to detect infections has risen significantly. Chest computed tomography (CT) is an important tool in the treatment of patients with SARS-CoV-2 infection.

Also, AI-based diagnosis is useful in three main groups of COVID-19 situations, including segmentation and quantification of pathological lung opacities, binary diagnosis COVID-19, and separating COVID-19 from non-COVID-19 pneumonia. As a result, many countries are rapidly adopting artificial intelligence for coronavirus detection. In addition, as the United States struggles to navigate the pandemic, life sciences leaders establish and maintain confidence in AI's ability to monitor the dissemination of COVID-19 cases increases the demand for AI-driven diagnostics.

Moreover, many companies are working to create new products to diagnose covid – 19. In June 2020, for example, Zebra collaborated with IFC portfolio company Apollo Hospitals Group in India to deploy its tools to increase the speed and efficiency of COVID diagnosis. In addition, Medivolve and Marvel Diagnostics have completed the first stage clinical testing of BlowFISH, a non-invasive exhaled breath diagnostic technology for COVID-19.

REPORT COVERAGE:

REPORT METRIC

DETAILS

Market Size Available

2020 to 2026

Base Year

2020

Forecast Period

2021 to 2026

Segments Covered

By Technology, Application, End-User, and Region

Various Analyses Covered

Global, Regional & Country Level Analysis, Segment-Level Analysis, Drivers, Restraints, Opportunities, Challenges, PESTLE Analysis, Porter’s Five Forces Analysis, Competitive Landscape, Analyst Overview on Investment Opportunities

Regions Covered

North America, Europe, Asia Pacific, Latin America, Middle East & Africa

 

This research report on the global AI in healthcare diagnosis market has been segmented and sub-segmented based on the technology, application, end-user, and region.

Global AI in Healthcare Diagnosis Market - By Technology:

  • Computer Vision
  • Context-Aware Computing
  • Machine Learning
  • Natural Language Processing

Based on Technology, during the forecast period, Machine learning in the AI healthcare diagnosis market is expected to develop at the fastest rate. The usage of various sensors and devices to track a patient's health state in real-time and the expanding acceptance of deep learning in various healthcare applications, particularly in the fields of medical imaging, disease diagnostics, and drug development, is augmenting the market's expansion. Over the next several years, advances in AI and deep learning are likely to make disease detection more efficient.

Global AI in Healthcare Diagnosis Market - By Component:

  • Hardware
    • Memory
    • Network
    • Processor
  • Services
    • Deployment & Integration
    • Support & Maintenance
  • Software
    • AI Platform
    • AI Solutions

Based on components, the software segment has risen to the top of the market in terms of revenue. This significant proportion can be attributed to the development of AI-based technologies for healthcare diagnostics. One of the important reasons driving the market is the rising demand for AI-powered and cloud-based enhanced diagnostic solutions that enhance diagnostic precision when interpreting medical images of a patient.  

Global AI in Healthcare Diagnosis Market - By Application:

  • Cardiology
  • Chest & Lung Scanning
  • Neurology
  • Oncology
  • Pathology
  • Radiology

Based on Application, Due to the increased development of AI-based software available for diagnostic imaging, the Radiology segment is predicted to be the fastest-growing segment throughout the forecast period; In clinical patient management, radiological imaging detection is important. Due to its high-end performance in image recognition, machine/deep learning with Convolutional Neural Networks (CNNs) has lately gained a lot of attention. The most frequent radiological imaging modalities are chest and lung radiographs, which account for many large datasets now accessible to AI researchers, allowing them to precisely detect clinical problems such as pneumonia, pneumothorax, edoema, and fibrosis.

The neurology segment is the next dominating segment in the market. Epilepsy, Alzheimer's disease, Parkinson's disease, ischemic brain stroke, and multiple sclerosis are among the neurological conditions for which AI diagnostics can provide early detection and accurate diagnosis.

Global AI in Healthcare Diagnosis Market - By End-User:

  • Healthcare Payers
  • Hospitals & Healthcare Providers
  • Patients
  • Pharmaceuticals & Biotechnology Companies

Based on End-User, The Hospital and Healthcare Provider segment held the largest share of the market in 2020, and the segment is predicted to show the highest CAGR in the market during the projected period. The use of AI has grown in hospitals with the rise in the prevalence of chronic conditions such as cancer and uncommon illnesses as the technology aid in giving better treatments, especially to newborns with complicated disorders.

Global AI in Healthcare Diagnosis Market - By Region:

  • North America
  • Europe
  • Asia-Pacific
  • Latin America
  • Middle East and Africa

Geographically, the North American AI in healthcare diagnosis market is predicted to dominate the global market. This is due to the increasing use of healthcare IT solutions in medical diagnosis, the presence of well-established healthcare industry, and ample funding for AI-based diagnosis software development. In North America, the United States leads the market for artificial intelligence in diagnostics.

During the forecast period, the Asia Pacific market is expected to be the most lucrative market, with a considerable growth rate. Increasing government initiatives to encourage healthcare providers and other healthcare organizations to adopt AI-based diagnostic technologies and increasing nonprofit investments and cost reductions are expected to drive the growth of AI in the diagnostics market in the Asia Pacific during the forecast period.

KEY MARKET PARTICIPANTS:

Some of the noteworthy players operating in the global AI in healthcare diagnosis market profiled in this report are Microsoft Corporation, Digital Diagnostics, GE Healthcare, Quibin, IBM Corporation, Koninklijke Philips N.V., Google LLC, IDx Technologies Inc., Medtronic Plc, Zebra Medical Vision, Neural Analytics, Vuno Inc., Caption Health, Inc., Siemens Healthineers AG, AliveCor, Riverain Technologies, LLC, Welltok Inc., and many others.

These payers are working on product launches, partnerships, and acquisitions to gain market share.

RECENT MARKET DEVELOPMENTS:

  • On 14 Apr 2021, Mayo Clinic has launched a new digital platform program to offer clinical decision-making resources, medical insights, and treatment guidelines to help doctors make better and more reliable diagnoses and provide patients with continuous care.
  • On 19 August 2020, Digital Diagnostics Inc., formerly known as IDx, has announced the acquisition of Boston-based 3Derm Systems, Inc. As a result of this acquisition, Digital Diagnostics is now the world leader in healthcare autonomous AI.
  1. Introduction                                                          
    1. Market Definition                                               
    2. Scope of the report                                            
    3. Study Assumptions                                            
    4. Base Currency, Base Year and Forecast Periods                                                     
  2. Research Methodology                                                                    
    1. Analysis Design                                                   
    2. Research Phases                                                 
      1. Secondary Research                                       
      2. Primary Research                              
      3. Data Modelling                                 
      4. Expert Validation                              
    3. Study Timeline                                                    
  3. Report Overview                                                                 
    1. Executive Summary                                           
    2. Key Inferences                                                  
  4. Market Dynamics                                                                
    1. Impact Analysis                                                   
      1. Drivers                                  
      2. Restraints                              
      3. Opportunities                                    
    2. Regulatory Environment                                                  
    3. Technology Timeline & Recent Trends                                                      
  5. Competitor Benchmarking Analysis                                                             
    1. Key Player Benchmarking                                                
      1. Market share analysis                                    
      2. Products/Service                              
      3. Regional Presence                            
    2. Mergers & Acquisition Landscape                                                
    3. Joint Ventures & Collaborations                                                  
  6. Market Segmentation                                                                       
    1. AI in Healthcare Diagnosis Market, By Technology
      1. Computer Vision
      2. Context-Aware Computing
      3. Machine Learning
      4. Natural Language Processing
      5. Market Size Estimations & Forecasts (2021-2026)                               
      6. Y-o-Y Growth Rate Analysis                                         
      7. Market Attractiveness Index                                       
    2. AI in Healthcare Diagnosis Market, By Component                                                   
      1. Hardware
        1. Memory
        2. Network
        3. Processor
      2. Services
        1. Deployment & Integration
        2. Support & Maintenance
      3. Software
        1. AI Platform
        2. AI Solutions
      4. Market Size Estimations & Forecasts (2021-2026)                               
      5. Y-o-Y Growth Rate Analysis                                         
      6. Market Attractiveness Index        
    3. AI in Healthcare Diagnosis Market, By Application
      1. Cardiology
      2. Chest & Lung Scanning
      3. Neurology
      4. Oncology
      5. Pathology
      6. Radiology
      7.          Market Size Estimations & Forecasts (2021-2026)                               
      8. Y-o-Y Growth Rate Analysis                                         
      9. Market Attractiveness Index               
    4. AI in Healthcare Diagnosis Market, By End-User                                          
      1. Healthcare Payers
      2. Hospitals & Healthcare Providers
      3. Patients
      4. Pharmaceuticals & Biotechnology Companies
      5. Market Size Estimations & Forecasts (2021-2026)                               
      6. Y-o-Y Growth Rate Analysis                                         
      7. Market Attractiveness Index                                       
  7. Geographical Landscape                                                                  
    1. Global AI in Healthcare Diagnosis Market, by Region                                            
    2. North America - Market Analysis (2021 to 2026)                                                      
      1. By Country                                         
        1. USA                      
        2. Canada               
    3. Europe                                                   
      1. By Country                                         
        1. UK                        
        2. France                 
        3. Germany                          
        4. Spain                   
        5. Italy                     
        6. Rest of Europe                 
    4. Asia Pacific                                             
      1. By Country                                         
        1. China                  
        2. India                    
        3. Japan                  
        4. South Korea                     
        5. South East Asia                
        6. Australia & NZ                  
        7. Rest of Asia-Pacific                        
    5. Latin America                                                      
      1. By Country                                         
        1. Brazil                   
        2. Argentina                         
        3. Mexico                
        4. Rest of Latin America                   
    6. Middle East and Africa                                                     
      1. By Country                                         
        1. Middle East                      
        2. Africa                  
  8. Key Player Analysis                                                             
    1. Microsoft Corporation
      1. Business Description                                      
      2. Products/Service                              
      3. Financials                             
      4. SWOT Analysis                                  
      5. Recent Developments                                    
      6. Analyst Overview                              
    2. Digital Diagnostics
    3. GE Healthcare
    4. Quibin
    5. IBM Corporation
    6. Koninklijke Philips N.V.
    7. Google LLC
    8. IDx Technologies Inc.
    9. Medtronic Plc
    10. Zebra Medical Vision
    11. Neural Analytics
    12. Vuno Inc.
    13. Caption Health, Inc.
    14. Siemens Healthineers AG
    15. AliveCor
    16. Riverain Technologies, LLC
    17. Welltok Inc.
  9. Market Outlook & Investment Opportunities
  10. Appendix
    1. List of Tables
    2. List of Figures
  • Global and country-level analysis and forecasts of the study market; providing Insights on the major countries/regions in which this industry is blooming and to also identify the regions that are still untapped.
  • Segment-level analysis in terms of technology, component, application and end-user along with market size forecasts and estimations to detect key areas of industry growth in detail.
  • Identification of key drivers, restraints, opportunities, and challenges (DROC) in the market and their impact on shifting market dynamics.
  • Study of the effect of exogenous and endogenous factors that affect the global market; which includes broadly demographic, economics, and political, among other macro-environmental factors presented in an extensive PESTLE Analysis.
  • Study the micro environment factors that determine the overall profitability of an Industry, using Porter’s five forces analysis for analysing the level of competition and business strategy development.
  • A comprehensive list of key market players along with their product portfolio, current strategic interests, key financial information, legal issues, SWOT analysis and analyst overview to study and sustain the market environment.
  • Competitive landscape analysis listing out the mergers, acquisitions, collaborations in the field along with new product launches, comparative financial studies and recent developments in the market by the major companies.
  • An executive summary, abridging the entire report in such a way that decision-making personnel can rapidly become acquainted with background information, concise analysis and main conclusions.
  • Expertly devised analyst overview along with Investment opportunities to provide both individuals and organizations a strong financial foothold in the market.
  1. Global AI in Healthcare Diagnosis Market, By Region, From 2021 to 2026 (USD Million)
  2. Global AI in Healthcare Diagnosis Market, By Technology, From 2021 to 2026 (USD Million)
  3. Global Computer Vision Market, By Region, From 2021 to 2026 (USD Million)
  4. Global Context-Aware Computing Market, By Region, From 2021 to 2026 (USD Million)
  5. Global Machine Learning Market, By Region, From 2021 to 2026 (USD Million)
  6. Global Natural Language Processing Market, By Region, From 2021 to 2026 (USD Million)
  7. Global AI in Healthcare Diagnosis Market, By Component, From 2021 to 2026 (USD Million)
  8. Global Hardware Market, By Region, From 2021 to 2026 (USD Million)
  9. Global Software Market, By Region, From 2021 to 2026 (USD Million)
  10. Global Services Market, By Region, From 2021 to 2026 (USD Million)
  11. Global AI in Healthcare Diagnosis Market, By Application, From 2021 to 2026 (USD Million)
  12. Global Cardiology Market, By Region, From 2021 to 2026 (USD Million)
  13. Global Chest & Lung Scanning Market, By Region, From 2021 to 2026 (USD Million)
  14. Global Neurology Market, By Region, From 2021 to 2026 (USD Million)
  15. Global Oncology Market, By Region, From 2021 to 2026 (USD Million)
  16. Global Pathology Market, By Region, From 2021 to 2026 (USD Million)
  17. Global Radiology Market, By Region, From 2021 to 2026 (USD Million)
  18. Global AI in Healthcare Diagnosis Market, By End-User, From 2021 to 2026 (USD Million)
  19. Global Healthcare Payers Market, By Region, From 2021 to 2026 (USD Million)
  20. Global Hospitals & Healthcare Providers Market, By Region, From 2021 to 2026 (USD Million)
  21. Global Patients Market, By Region, From 2021 to 2026 (USD Million)
  22. Global Pharmaceuticals & Biotechnology Companies Market, By Region, From 2021 to 2026 (USD Million)
  23. Global AI in Healthcare Diagnosis Market, By Hardware, From 2021 to 2026 (USD Million)
  24. Global Memory Market, By Region, From 2021 to 2026 (USD Million)
  25. Global Network Market, By Region, From 2021 to 2026 (USD Million)
  26. Global Processor Market, By Region, From 2021 to 2026 (USD Million)
  27. Global AI in Healthcare Diagnosis Market, By Services, From 2021 to 2026 (USD Million)
  28. Global Deployment & Integration Market, By Region, From 2021 to 2026 (USD Million)
  29. Global Support & Maintenance Market, By Region, From 2021 to 2026 (USD Million)
  30. Global AI in Healthcare Diagnosis Market, By Software, From 2021 to 2026 (USD Million)
  31. Global AI Platform Market, By Region, From 2021 to 2026 (USD Million)
  32. Global AI Solutions Market, By Region, From 2021 to 2026 (USD Million)
  33. North America AI in Healthcare Diagnosis Market, By Technology, From 2021 to 2026 (USD Million)
  34. North America Computer Vision Market, By Region, From 2021 to 2026 (USD Million)
  35. North America Context-Aware Computing Market, By Region, From 2021 to 2026 (USD Million)
  36. North America Machine Learning Market, By Region, From 2021 to 2026 (USD Million)
  37. North America Natural Language Processing Market, By Region, From 2021 to 2026 (USD Million)
  38. North America AI in Healthcare Diagnosis Market, By Component, From 2021 to 2026 (USD Million)
  39. North America Hardware Market, By Region, From 2021 to 2026 (USD Million)
  40. North America Software Market, By Region, From 2021 to 2026 (USD Million)
  41. North America Services Market, By Region, From 2021 to 2026 (USD Million)
  42. North America AI in Healthcare Diagnosis Market, By Application, From 2021 to 2026 (USD Million)
  43. North America Cardiology Market, By Region, From 2021 to 2026 (USD Million)
  44. North America Chest & Lung Scanning Market, By Region, From 2021 to 2026 (USD Million)
  45. North America Neurology Market, By Region, From 2021 to 2026 (USD Million)
  46. North America Oncology Market, By Region, From 2021 to 2026 (USD Million)
  47. North America Pathology Market, By Region, From 2021 to 2026 (USD Million)
  48. North America Radiology Market, By Region, From 2021 to 2026 (USD Million)
  49. North America AI in Healthcare Diagnosis Market, By End-User, From 2021 to 2026 (USD Million)
  50. North America Healthcare Payers Market, By Region, From 2021 to 2026 (USD Million)
  51. North America Hospitals & Healthcare Providers Market, By Region, From 2021 to 2026 (USD Million)
  52. North America Patients Market, By Region, From 2021 to 2026 (USD Million)
  53. North America Pharmaceuticals & Biotechnology Companies Market, By Region, From 2021 to 2026 (USD Million)
  54. United States AI in Healthcare Diagnosis Market, By Technology, From 2021 to 2026 (USD Million)
  55. United States AI in Healthcare Diagnosis Market, By Component, From 2021 to 2026 (USD Million)
  56. United States AI in Healthcare Diagnosis Market, By Application, From 2021 to 2026 (USD Million)
  57. United States AI in Healthcare Diagnosis Market, By End-User, From 2021 to 2026 (USD Million)
  58. Canada AI in Healthcare Diagnosis Market, By Technology, From 2021 to 2026 (USD Million)
  59. Canada AI in Healthcare Diagnosis Market, By Component, From 2021 to 2026 (USD Million)
  60. Canada AI in Healthcare Diagnosis Market, By Application, From 2021 to 2026 (USD Million)
  61. Canada AI in Healthcare Diagnosis Market, By End-User, From 2021 to 2026 (USD Million)
  62. North America AI in Healthcare Diagnosis Market, By Hardware, From 2021 to 2026 (USD Million)
  63. North America Memory Market, By Region, From 2021 to 2026 (USD Million)
  64. North America Network Market, By Region, From 2021 to 2026 (USD Million)
  65. North America Processor Market, By Region, From 2021 to 2026 (USD Million)
  66. United States AI in Healthcare Diagnosis Market, By Hardware, From 2021 to 2026 (USD Million)
  67. Canada AI in Healthcare Diagnosis Market, By Hardware, From 2021 to 2026 (USD Million)
  68. North America AI in Healthcare Diagnosis Market, By Services, From 2021 to 2026 (USD Million)
  69. North America Deployment & Integration Market, By Region, From 2021 to 2026 (USD Million)
  70. North America Support & Maintenance Market, By Region, From 2021 to 2026 (USD Million)
  71. United States AI in Healthcare Diagnosis Market, By Services, From 2021 to 2026 (USD Million)
  72. Canada AI in Healthcare Diagnosis Market, By Services, From 2021 to 2026 (USD Million)
  73. North America AI in Healthcare Diagnosis Market, By Software, From 2021 to 2026 (USD Million)
  74. North America AI Platform Market, By Region, From 2021 to 2026 (USD Million)
  75. North America AI Solutions Market, By Region, From 2021 to 2026 (USD Million)
  76. United States AI in Healthcare Diagnosis Market, By Software, From 2021 to 2026 (USD Million)
  77. Canada AI in Healthcare Diagnosis Market, By Software, From 2021 to 2026 (USD Million)
  78. Europe AI in Healthcare Diagnosis Market, By Technology, From 2021 to 2026 (USD Million)
  79. Europe Computer Vision Market, By Region, From 2021 to 2026 (USD Million)
  80. Europe Context-Aware Computing Market, By Region, From 2021 to 2026 (USD Million)
  81. Europe Machine Learning Market, By Region, From 2021 to 2026 (USD Million)
  82. Europe Natural Language Processing Market, By Region, From 2021 to 2026 (USD Million)
  83. Europe AI in Healthcare Diagnosis Market, By Component, From 2021 to 2026 (USD Million)
  84. Europe Hardware Market, By Region, From 2021 to 2026 (USD Million)
  85. Europe Software Market, By Region, From 2021 to 2026 (USD Million)
  86. Europe Services Market, By Region, From 2021 to 2026 (USD Million)
  87. Europe AI in Healthcare Diagnosis Market, By Application, From 2021 to 2026 (USD Million)
  88. Europe Cardiology Market, By Region, From 2021 to 2026 (USD Million)
  89. Europe Chest & Lung Scanning Market, By Region, From 2021 to 2026 (USD Million)
  90. Europe Neurology Market, By Region, From 2021 to 2026 (USD Million)
  91. Europe Oncology Market, By Region, From 2021 to 2026 (USD Million)
  92. Europe Pathology Market, By Region, From 2021 to 2026 (USD Million)
  93. Europe Radiology Market, By Region, From 2021 to 2026 (USD Million)
  94. Europe AI in Healthcare Diagnosis Market, By End-User, From 2021 to 2026 (USD Million)
  95. Europe Healthcare Payers Market, By Region, From 2021 to 2026 (USD Million)
  96. Europe Hospitals & Healthcare Providers Market, By Region, From 2021 to 2026 (USD Million)
  97. Europe Patients Market, By Region, From 2021 to 2026 (USD Million)
  98. Europe Pharmaceuticals & Biotechnology Companies Market, By Region, From 2021 to 2026 (USD Million)
  99. U.K. AI in Healthcare Diagnosis Market, By Technology, From 2021 to 2026 (USD Million)
  100. U.K. AI in Healthcare Diagnosis Market, By Component, From 2021 to 2026 (USD Million)
  101. U.K. AI in Healthcare Diagnosis Market, By Application, From 2021 to 2026 (USD Million)
  102. U.K. AI in Healthcare Diagnosis Market, By End-User, From 2021 to 2026 (USD Million)
  103. Germany AI in Healthcare Diagnosis Market, By Technology, From 2021 to 2026 (USD Million)
  104. Germany AI in Healthcare Diagnosis Market, By Component, From 2021 to 2026 (USD Million)
  105. Germany AI in Healthcare Diagnosis Market, By Application, From 2021 to 2026 (USD Million)
  106. Germany AI in Healthcare Diagnosis Market, By End-User, From 2021 to 2026 (USD Million)
  107. France AI in Healthcare Diagnosis Market, By Technology, From 2021 to 2026 (USD Million)
  108. France AI in Healthcare Diagnosis Market, By Component, From 2021 to 2026 (USD Million)
  109. France AI in Healthcare Diagnosis Market, By Application, From 2021 to 2026 (USD Million)
  110. France AI in Healthcare Diagnosis Market, By End-User, From 2021 to 2026 (USD Million)
  111. Italy AI in Healthcare Diagnosis Market, By Technology, From 2021 to 2026 (USD Million)
  112. Italy AI in Healthcare Diagnosis Market, By Component, From 2021 to 2026 (USD Million)
  113. Italy AI in Healthcare Diagnosis Market, By Application, From 2021 to 2026 (USD Million)
  114. Italy AI in Healthcare Diagnosis Market, By End-User, From 2021 to 2026 (USD Million)
  115. Spain AI in Healthcare Diagnosis Market, By Technology, From 2021 to 2026 (USD Million)
  116. Spain AI in Healthcare Diagnosis Market, By Component, From 2021 to 2026 (USD Million)
  117. Spain AI in Healthcare Diagnosis Market, By Application, From 2021 to 2026 (USD Million)
  118. Spain AI in Healthcare Diagnosis Market, By End-User, From 2021 to 2026 (USD Million)
  119. Europe AI in Healthcare Diagnosis Market, By Hardware, From 2021 to 2026 (USD Million)
  120. Europe Memory Market, By Region, From 2021 to 2026 (USD Million)
  121. Europe Network Market, By Region, From 2021 to 2026 (USD Million)
  122. Europe Processor Market, By Region, From 2021 to 2026 (USD Million)
  123. U.K. AI in Healthcare Diagnosis Market, By Hardware, From 2021 to 2026 (USD Million)
  124. Germany AI in Healthcare Diagnosis Market, By Hardware, From 2021 to 2026 (USD Million)
  125. France AI in Healthcare Diagnosis Market, By Hardware, From 2021 to 2026 (USD Million)
  126. Italy AI in Healthcare Diagnosis Market, By Hardware, From 2021 to 2026 (USD Million)
  127. Spain AI in Healthcare Diagnosis Market, By Hardware, From 2021 to 2026 (USD Million)
  128. Europe AI in Healthcare Diagnosis Market, By Services, From 2021 to 2026 (USD Million)
  129. Europe Deployment & Integration Market, By Region, From 2021 to 2026 (USD Million)
  130. Europe Support & Maintenance Market, By Region, From 2021 to 2026 (USD Million)
  131. U.K. AI in Healthcare Diagnosis Market, By Services, From 2021 to 2026 (USD Million)
  132. Germany AI in Healthcare Diagnosis Market, By Services, From 2021 to 2026 (USD Million)
  133. France AI in Healthcare Diagnosis Market, By Services, From 2021 to 2026 (USD Million)
  134. Italy AI in Healthcare Diagnosis Market, By Services, From 2021 to 2026 (USD Million)
  135. Spain AI in Healthcare Diagnosis Market, By Services, From 2021 to 2026 (USD Million)
  136. Europe AI in Healthcare Diagnosis Market, By Software, From 2021 to 2026 (USD Million)
  137. Europe AI Platform Market, By Region, From 2021 to 2026 (USD Million)
  138. Europe AI Solutions Market, By Region, From 2021 to 2026 (USD Million)
  139. U.K. AI in Healthcare Diagnosis Market, By Software, From 2021 to 2026 (USD Million)
  140. Germany AI in Healthcare Diagnosis Market, By Software, From 2021 to 2026 (USD Million)
  141. France AI in Healthcare Diagnosis Market, By Software, From 2021 to 2026 (USD Million)
  142. Italy AI in Healthcare Diagnosis Market, By Software, From 2021 to 2026 (USD Million)
  143. Spain AI in Healthcare Diagnosis Market, By Software, From 2021 to 2026 (USD Million)
  144. Asia Pacific AI in Healthcare Diagnosis Market, By Technology, From 2021 to 2026 (USD Million)
  145. Asia Pacific Computer Vision Market, By Region, From 2021 to 2026 (USD Million)
  146. Asia Pacific Context-Aware Computing Market, By Region, From 2021 to 2026 (USD Million)
  147. Asia Pacific Machine Learning Market, By Region, From 2021 to 2026 (USD Million)
  148. Asia Pacific Natural Language Processing Market, By Region, From 2021 to 2026 (USD Million)
  149. Asia Pacific AI in Healthcare Diagnosis Market, By Component, From 2021 to 2026 (USD Million)
  150. Asia Pacific Hardware Market, By Region, From 2021 to 2026 (USD Million)
  151. Asia Pacific Software Market, By Region, From 2021 to 2026 (USD Million)
  152. Asia Pacific Services Market, By Region, From 2021 to 2026 (USD Million)
  153. Asia Pacific AI in Healthcare Diagnosis Market, By Application, From 2021 to 2026 (USD Million)
  154. Asia Pacific Cardiology Market, By Region, From 2021 to 2026 (USD Million)
  155. Asia Pacific Chest & Lung Scanning Market, By Region, From 2021 to 2026 (USD Million)
  156. Asia Pacific Neurology Market, By Region, From 2021 to 2026 (USD Million)
  157. Asia Pacific Oncology Market, By Region, From 2021 to 2026 (USD Million)
  158. Asia Pacific Pathology Market, By Region, From 2021 to 2026 (USD Million)
  159. Asia Pacific Radiology Market, By Region, From 2021 to 2026 (USD Million)
  160. Asia Pacific AI in Healthcare Diagnosis Market, By End-User, From 2021 to 2026 (USD Million)
  161. Asia Pacific Healthcare Payers Market, By Region, From 2021 to 2026 (USD Million)
  162. Asia Pacific Hospitals & Healthcare Providers Market, By Region, From 2021 to 2026 (USD Million)
  163. Asia Pacific Patients Market, By Region, From 2021 to 2026 (USD Million)
  164. Asia Pacific Pharmaceuticals & Biotechnology Companies Market, By Region, From 2021 to 2026 (USD Million)
  165. Japan AI in Healthcare Diagnosis Market, By Technology, From 2021 to 2026 (USD Million)
  166. Japan AI in Healthcare Diagnosis Market, By Component, From 2021 to 2026 (USD Million)
  167. Japan AI in Healthcare Diagnosis Market, By Application, From 2021 to 2026 (USD Million)
  168. Japan AI in Healthcare Diagnosis Market, By End-User, From 2021 to 2026 (USD Million)
  169. China AI in Healthcare Diagnosis Market, By Technology, From 2021 to 2026 (USD Million)
  170. China AI in Healthcare Diagnosis Market, By Component, From 2021 to 2026 (USD Million)
  171. China AI in Healthcare Diagnosis Market, By Application, From 2021 to 2026 (USD Million)
  172. China AI in Healthcare Diagnosis Market, By End-User, From 2021 to 2026 (USD Million)
  173. India AI in Healthcare Diagnosis Market, By Technology, From 2021 to 2026 (USD Million)
  174. India AI in Healthcare Diagnosis Market, By Component, From 2021 to 2026 (USD Million)
  175. India AI in Healthcare Diagnosis Market, By Application, From 2021 to 2026 (USD Million)
  176. India AI in Healthcare Diagnosis Market, By End-User, From 2021 to 2026 (USD Million)
  177. Australia AI in Healthcare Diagnosis Market, By Technology, From 2021 to 2026 (USD Million)
  178. Australia AI in Healthcare Diagnosis Market, By Component, From 2021 to 2026 (USD Million)
  179. Australia AI in Healthcare Diagnosis Market, By Application, From 2021 to 2026 (USD Million)
  180. Australia AI in Healthcare Diagnosis Market, By End-User, From 2021 to 2026 (USD Million)
  181. South Korea AI in Healthcare Diagnosis Market, By Technology, From 2021 to 2026 (USD Million)
  182. South Korea AI in Healthcare Diagnosis Market, By Component, From 2021 to 2026 (USD Million)
  183. South Korea AI in Healthcare Diagnosis Market, By Application, From 2021 to 2026 (USD Million)
  184. South Korea AI in Healthcare Diagnosis Market, By End-User, From 2021 to 2026 (USD Million)
  185. Asia Pacific AI in Healthcare Diagnosis Market, By Hardware, From 2021 to 2026 (USD Million)
  186. Asia Pacific Memory Market, By Region, From 2021 to 2026 (USD Million)
  187. Asia Pacific Network Market, By Region, From 2021 to 2026 (USD Million)
  188. Asia Pacific Processor Market, By Region, From 2021 to 2026 (USD Million)
  189. Japan AI in Healthcare Diagnosis Market, By Hardware, From 2021 to 2026 (USD Million)
  190. China AI in Healthcare Diagnosis Market, By Hardware, From 2021 to 2026 (USD Million)
  191. India AI in Healthcare Diagnosis Market, By Hardware, From 2021 to 2026 (USD Million)
  192. Australia AI in Healthcare Diagnosis Market, By Hardware, From 2021 to 2026 (USD Million)
  193. Asia Pacific AI in Healthcare Diagnosis Market, By Services, From 2021 to 2026 (USD Million)
  194. Asia Pacific Deployment & Integration Market, By Region, From 2021 to 2026 (USD Million)
  195. Asia Pacific Support & Maintenance Market, By Region, From 2021 to 2026 (USD Million)
  196. Japan AI in Healthcare Diagnosis Market, By Services, From 2021 to 2026 (USD Million)
  197. China AI in Healthcare Diagnosis Market, By Services, From 2021 to 2026 (USD Million)
  198. India AI in Healthcare Diagnosis Market, By Services, From 2021 to 2026 (USD Million)
  199. Australia AI in Healthcare Diagnosis Market, By Services, From 2021 to 2026 (USD Million)
  200. Asia Pacific AI in Healthcare Diagnosis Market, By Software, From 2021 to 2026 (USD Million)
  201. Asia Pacific AI Platform Market, By Region, From 2021 to 2026 (USD Million)
  202. Asia Pacific AI Solutions Market, By Region, From 2021 to 2026 (USD Million)
  203. Japan AI in Healthcare Diagnosis Market, By Software, From 2021 to 2026 (USD Million)
  204. China AI in Healthcare Diagnosis Market, By Software, From 2021 to 2026 (USD Million)
  205. India AI in Healthcare Diagnosis Market, By Software, From 2021 to 2026 (USD Million)
  206. Australia AI in Healthcare Diagnosis Market, By Software, From 2021 to 2026 (USD Million)
  207. Latin America AI in Healthcare Diagnosis Market, By Technology, From 2021 to 2026 (USD Million)
  208. Latin America Computer Vision Market, By Region, From 2021 to 2026 (USD Million)
  209. Latin America Context-Aware Computing Market, By Region, From 2021 to 2026 (USD Million)
  210. Latin America Machine Learning Market, By Region, From 2021 to 2026 (USD Million)
  211. Latin America Natural Language Processing Market, By Region, From 2021 to 2026 (USD Million)
  212. Latin America AI in Healthcare Diagnosis Market, By Component, From 2021 to 2026 (USD Million)
  213. Latin America Hardware Market, By Region, From 2021 to 2026 (USD Million)
  214. Latin America Software Market, By Region, From 2021 to 2026 (USD Million)
  215. Latin America Services Market, By Region, From 2021 to 2026 (USD Million)
  216. Latin America AI in Healthcare Diagnosis Market, By Application, From 2021 to 2026 (USD Million)
  217. Latin America Cardiology Market, By Region, From 2021 to 2026 (USD Million)
  218. Latin America Chest & Lung Scanning Market, By Region, From 2021 to 2026 (USD Million)
  219. Latin America Neurology Market, By Region, From 2021 to 2026 (USD Million)
  220. Latin America Oncology Market, By Region, From 2021 to 2026 (USD Million)
  221. Latin America Pathology Market, By Region, From 2021 to 2026 (USD Million)
  222. Latin America Radiology Market, By Region, From 2021 to 2026 (USD Million)
  223. Latin America AI in Healthcare Diagnosis Market, By End-User, From 2021 to 2026 (USD Million)
  224. Latin America Healthcare Payers Market, By Region, From 2021 to 2026 (USD Million)
  225. Latin America Hospitals & Healthcare Providers Market, By Region, From 2021 to 2026 (USD Million)
  226. Latin America Patients Market, By Region, From 2021 to 2026 (USD Million)
  227. Latin America Pharmaceuticals & Biotechnology Companies Market, By Region, From 2021 to 2026 (USD Million)
  228. Brazil AI in Healthcare Diagnosis Market, By Technology, From 2021 to 2026 (USD Million)
  229. Brazil AI in Healthcare Diagnosis Market, By Component, From 2021 to 2026 (USD Million)
  230. Brazil AI in Healthcare Diagnosis Market, By Application, From 2021 to 2026 (USD Million)
  231. Brazil AI in Healthcare Diagnosis Market, By End-User, From 2021 to 2026 (USD Million)
  232. Argentina AI in Healthcare Diagnosis Market, By Technology, From 2021 to 2026 (USD Million)
  233. Argentina AI in Healthcare Diagnosis Market, By Component, From 2021 to 2026 (USD Million)
  234. Argentina AI in Healthcare Diagnosis Market, By Application, From 2021 to 2026 (USD Million)
  235. Argentina AI in Healthcare Diagnosis Market, By End-User, From 2021 to 2026 (USD Million)
  236. Mexico AI in Healthcare Diagnosis Market, By Technology, From 2021 to 2026 (USD Million)
  237. Mexico AI in Healthcare Diagnosis Market, By Component, From 2021 to 2026 (USD Million)
  238. Mexico AI in Healthcare Diagnosis Market, By Application, From 2021 to 2026 (USD Million)
  239. Mexico AI in Healthcare Diagnosis Market, By End-User, From 2021 to 2026 (USD Million)
  240. Rest of Latin America AI in Healthcare Diagnosis Market, By Technology, From 2021 to 2026 (USD Million)
  241. Rest of Latin America AI in Healthcare Diagnosis Market, By Component, From 2021 to 2026 (USD Million)
  242. Rest of Latin America AI in Healthcare Diagnosis Market, By Application, From 2021 to 2026 (USD Million)
  243. Rest of Latin America AI in Healthcare Diagnosis Market, By End-User, From 2021 to 2026 (USD Million)
  244. Latin America AI in Healthcare Diagnosis Market, By Hardware, From 2021 to 2026 (USD Million)
  245. Latin America Memory Market, By Region, From 2021 to 2026 (USD Million)
  246. Latin America Network Market, By Region, From 2021 to 2026 (USD Million)
  247. Latin America Processor Market, By Region, From 2021 to 2026 (USD Million)
  248. Brazil AI in Healthcare Diagnosis Market, By Hardware, From 2021 to 2026 (USD Million)
  249. Argentina AI in Healthcare Diagnosis Market, By Hardware, From 2021 to 2026 (USD Million)
  250. Mexico AI in Healthcare Diagnosis Market, By Hardware, From 2021 to 2026 (USD Million)
  251. Latin America AI in Healthcare Diagnosis Market, By Services, From 2021 to 2026 (USD Million)
  252. Latin America Deployment & Integration Market, By Region, From 2021 to 2026 (USD Million)
  253. Latin America Support & Maintenance Market, By Region, From 2021 to 2026 (USD Million)
  254. Brazil AI in Healthcare Diagnosis Market, By Services, From 2021 to 2026 (USD Million)
  255. Argentina AI in Healthcare Diagnosis Market, By Services, From 2021 to 2026 (USD Million)
  256. Mexico AI in Healthcare Diagnosis Market, By Services, From 2021 to 2026 (USD Million)
  257. Latin America AI in Healthcare Diagnosis Market, By Software, From 2021 to 2026 (USD Million)
  258. Latin America AI Platform Market, By Region, From 2021 to 2026 (USD Million)
  259. Latin America AI Solutions Market, By Region, From 2021 to 2026 (USD Million)
  260. Brazil AI in Healthcare Diagnosis Market, By Software, From 2021 to 2026 (USD Million)
  261. Argentina AI in Healthcare Diagnosis Market, By Software, From 2021 to 2026 (USD Million)
  262. Mexico AI in Healthcare Diagnosis Market, By Software, From 2021 to 2026 (USD Million)
  263. Middle East and Africa AI in Healthcare Diagnosis Market, By Technology, From 2021 to 2026 (USD Million)
  264. Middle East and Africa Computer Vision Market, By Region, From 2021 to 2026 (USD Million)
  265. Middle East and Africa Context-Aware Computing Market, By Region, From 2021 to 2026 (USD Million)
  266. Middle East and Africa Machine Learning Market, By Region, From 2021 to 2026 (USD Million)
  267. Middle East and Africa Natural Language Processing Market, By Region, From 2021 to 2026 (USD Million)
  268. Middle East and Africa AI in Healthcare Diagnosis Market, By Component, From 2021 to 2026 (USD Million)
  269. Middle East and Africa Hardware Market, By Region, From 2021 to 2026 (USD Million)
  270. Middle East and Africa Software Market, By Region, From 2021 to 2026 (USD Million)
  271. Middle East and Africa Services Market, By Region, From 2021 to 2026 (USD Million)
  272. Middle East and Africa AI in Healthcare Diagnosis Market, By Application, From 2021 to 2026 (USD Million)
  273. Middle East and Africa Cardiology Market, By Region, From 2021 to 2026 (USD Million)
  274. Middle East and Africa Chest & Lung Scanning Market, By Region, From 2021 to 2026 (USD Million)
  275. Middle East and Africa Neurology Market, By Region, From 2021 to 2026 (USD Million)
  276. Middle East and Africa Oncology Market, By Region, From 2021 to 2026 (USD Million)
  277. Middle East and Africa Pathology Market, By Region, From 2021 to 2026 (USD Million)
  278. Middle East and Africa Radiology Market, By Region, From 2021 to 2026 (USD Million)
  279. Middle East and Africa AI in Healthcare Diagnosis Market, By End-User, From 2021 to 2026 (USD Million)
  280. Middle East and Africa Healthcare Payers Market, By Region, From 2021 to 2026 (USD Million)
  281. Middle East and Africa Hospitals & Healthcare Providers Market, By Region, From 2021 to 2026 (USD Million)
  282. Middle East and Africa Patients Market, By Region, From 2021 to 2026 (USD Million)
  283. Middle East and Africa Pharmaceuticals & Biotechnology Companies Market, By Region, From 2021 to 2026 (USD Million)
  284. Middle East AI in Healthcare Diagnosis Market, By Technology, From 2021 to 2026 (USD Million)
  285. Middle East AI in Healthcare Diagnosis Market, By Component, From 2021 to 2026 (USD Million)
  286. Middle East AI in Healthcare Diagnosis Market, By Application, From 2021 to 2026 (USD Million)
  287. Middle East AI in Healthcare Diagnosis Market, By End-User, From 2021 to 2026 (USD Million)
  288. Africa AI in Healthcare Diagnosis Market, By Technology, From 2021 to 2026 (USD Million)
  289. Africa AI in Healthcare Diagnosis Market, By Component, From 2021 to 2026 (USD Million)
  290. Africa AI in Healthcare Diagnosis Market, By Application, From 2021 to 2026 (USD Million)
  291. Africa AI in Healthcare Diagnosis Market, By End-User, From 2021 to 2026 (USD Million)
  292. Middle East and Africa AI in Healthcare Diagnosis Market, By Hardware, From 2021 to 2026 (USD Million)
  293. Middle East and Africa Memory Market, By Region, From 2021 to 2026 (USD Million)
  294. Middle East and Africa Network Market, By Region, From 2021 to 2026 (USD Million)
  295. Middle East and Africa Processor Market, By Region, From 2021 to 2026 (USD Million)
  296. Middle East AI in Healthcare Diagnosis Market, By Hardware, From 2021 to 2026 (USD Million)
  297. Africa AI in Healthcare Diagnosis Market, By Hardware, From 2021 to 2026 (USD Million)
  298. Middle East and Africa AI in Healthcare Diagnosis Market, By Services, From 2021 to 2026 (USD Million)
  299. Middle East and Africa Deployment & Integration Market, By Region, From 2021 to 2026 (USD Million)
  300. Middle East and Africa Support & Maintenance Market, By Region, From 2021 to 2026 (USD Million)
  301. Middle East AI in Healthcare Diagnosis Market, By Services, From 2021 to 2026 (USD Million)
  302. Africa AI in Healthcare Diagnosis Market, By Services, From 2021 to 2026 (USD Million)
  303. Middle East and Africa AI in Healthcare Diagnosis Market, By Software, From 2021 to 2026 (USD Million)
  304. Middle East and Africa AI Platform Market, By Region, From 2021 to 2026 (USD Million)
  305. Middle East and Africa AI Solutions Market, By Region, From 2021 to 2026 (USD Million)
  306. Middle East AI in Healthcare Diagnosis Market, By Software, From 2021 to 2026 (USD Million)
  307. Africa AI in Healthcare Diagnosis Market, By Software, From 2021 to 2026 (USD Million)

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