Table of Contents
1. Introduction
1.1 Market Definition
1.2 Scope (Inclusion and Exclusions)
1.3 Research Assumptions
2. Executive Summary
2.1 Market Overview
2.2 Regional Synopsis
2.3 Competitive Summary
3. Research Methodology
3.1 Top-Down Approach
3.2 Bottom-up Approach
3.3. Data Validation
3.4 Primary Interviews
4. Market Dynamics Impact Analysis
4.1 Market Driving Factors Analysis
4.1.2 Drivers
4.1.2 Restraints
4.1.3 Opportunities
4.1.4 Challenges
4.2 PESTLE Analysis
4.3 Porter’s Five Forces Model
5. Statistical Insights and Trends Reporting
5.1 Adoption Rate of AI-based Diagnostic Tools, by Region (2023)
5.2 Diagnostic Accuracy Improvement Due to AI (2023)
5.3 Number of AI-driven Diagnostic Algorithms Approved, by Regulatory Bodies (2018–2023)
5.4 Investment Trends in AI Diagnostics, by Region and Type (2020–2023)
5.5 Healthcare Digitization Index and AI Readiness, by Country (2023)
5.6 AI-Enabled Diagnostic Workload and Turnaround Time Reduction, by Facility Type (2023)
5.7 Market Penetration of AI Diagnostics by Specialty Area (2023)
6. Competitive Landscape
6.1 List of Major Companies By Region
6.2 Market Share Analysis By Region
6.3 Product Benchmarking
6.3.1 Product specifications and features
6.3.2 Pricing
6.4 Strategic Initiatives
6.4.1 Marketing and promotional activities
6.4.2 Distribution and Supply Chain Strategies
6.4.3 Expansion Plans and New Product Launches
6.4.4 Strategic partnerships and collaborations
6.5 Technological Advancements
6.6 Market Positioning and Branding
7. AI in Diagnostics Market Segmentation By Component
7.1 Chapter Overview
7.2 Software
7.2.1 Software Market Trend Analysis (2021-2032)
7.2.2 Software Market Size Estimates and Forecasts to 2032 (USD Billion)
7.3 Hardware
7.3.1 Hardware Market Trends Analysis (2021-2032)
7.3.2 Hardware Market Size Estimates and Forecasts to 2032 (USD Billion)
7.4 Services
7.4.1 Services Market Trends Analysis (2021-2032)
7.4.2 Services Market Size Estimates and Forecasts to 2032 (USD Billion)
8. AI in Diagnostics Market Segmentation By Diagnosis
8.1 Chapter Overview
8.2 Cardiology
8.2.1 Cardiology Market Trends Analysis (2021-2032)
8.2.2 Cardiology Market Size Estimates and Forecasts to 2032 (USD Billion)
8.3 Oncology
8.3.1 Oncology Market Trends Analysis (2021-2032)
8.3.2 Oncology Market Size Estimates and Forecasts to 2032 (USD Billion)
8.4 Pathology
8.4.1 Pathology Market Trends Analysis (2021-2032)
8.4.2 Pathology Market Size Estimates and Forecasts to 2032 (USD Billion)
8.5 Radiology
8.5.1 Radiology Market Trends Analysis (2021-2032)
8.5.2 Radiology Market Size Estimates and Forecasts to 2032 (USD Billion)
8.6 Chest and Lung
8.6.1 Chest and Lung Market Trends Analysis (2021-2032)
8.6.2 Chest and Lung Market Size Estimates and Forecasts to 2032 (USD Billion)
8.7 Neurology
8.7.1 Neurology Market Trends Analysis (2021-2032)
8.7.2 Neurology Market Size Estimates and Forecasts to 2032 (USD Billion)
8.8 Others
8.8.1 Others Market Trends Analysis (2021-2032)
8.8.2 Others Market Size Estimates and Forecasts to 2032 (USD Billion)
9. Regional Analysis
9.1 Chapter Overview
9.2 North America
9.2.1 Trends Analysis
9.2.2 North America AI in Diagnostics Market Estimates and Forecasts, by Country (2021-2032) (USD Billion)
9.2.3 North America AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.2.4 North America AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.2.5 USA
9.2.5.1 USA AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.2.5.2 USA AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.2.6 Canada
9.2.6.1 Canada AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.2.6.2 Canada AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.2.7 Mexico
9.2.7.1 Mexico AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.2.7.2 Mexico AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.3 Europe
9.3.1 Trends Analysis
9.3.2 Europe AI in Diagnostics Market Estimates and Forecasts, by Country (2021-2032) (USD Billion)
9.3.3 Europe AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.3.4 Europe AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.3.5 Germany
9.3.5.1 Germany AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.3.5.2 Germany AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.3.6 France
9.3.6.1 France AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.3.6.2 France AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.3.7 UK
9.3.7.1 UK AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.3.7.2 UK AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.3.8 Italy
9.3.8.1 Italy AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.3.8.2 Italy AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.3.9 Spain
9.3.9.1 Spain AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.3.9.2 Spain AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.3.10 Poland
9.3.10.1 Poland AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.3.10.2 Poland AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.3.11 Turkey
9.3.11.1 Turkey AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.3.11.2 Turkey AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.3.12 Rest of Europe
9.3.12.1 Rest of Europe AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.3.12.2 Rest of Europe AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.4 Asia Pacific
9.4.1 Trends Analysis
9.4.2 Asia Pacific AI in Diagnostics Market Estimates and Forecasts, by Country (2021-2032) (USD Billion)
9.4.3 Asia Pacific AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.4.4 Asia Pacific AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.4.5 China
9.4.5.1 China AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.4.5.2 China AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.4.6 India
9.4.5.1 India AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.4.5.2 India AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.4.5 Japan
9.4.5.1 Japan AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.4.5.2 Japan AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.4.6 South Korea
9.4.6.1 South Korea AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.4.6.2 South Korea AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.4.7 Singapore
9.4.7.1 Singapore AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.4.7.2 Singapore AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
8.4.8 Australia
8.4.8.1 Australia AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
8.4.8.2 Australia AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.4.9 Rest of Asia Pacific
9.4.9.1 Rest of Asia Pacific AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.4.9.2 Rest of Asia Pacific AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.5 Middle East & Africa
9.5.1 Trends Analysis
9.5.2 Middle East & Africa AI in Diagnostics Market Estimates and Forecasts, by Country (2021-2032) (USD Billion)
9.5.3 Middle East & Africa AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.5.4 Middle East & Africa AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.5.5 UAE
9.5.5.1 UAE AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.5.5.2 UAE AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.5.6 Saudi Arabia
9.5.6.1 Saudi Arabia AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.5.6.2 Saudi Arabia AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.5.7 Qatar
9.5.7.1 Qatar AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.5.7.2 Qatar AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.5.8 South Africa
9.5.8.1 South Africa AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.5.8.2 South Africa AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.5.9 Middle East & Africa
9.5.9.1 Middle East & Africa AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.5.9.2 Middle East & Africa AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.6 Latin America
9.6.1 Trends Analysis
9.6.2 Latin America AI in Diagnostics Market Estimates and Forecasts, by Country (2021-2032) (USD Billion)
9.6.3 Latin America AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.6.4 Latin America AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.6.5 Brazil
9.6.5.1 Brazil AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.6.5.2 Brazil AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.6.6 Argentina
9.6.6.1 Argentina AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.6.6.2 Argentina AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
9.6.7 Rest of Latin America
9.6.7.1 Rest of Latin America AI in Diagnostics Market Estimates and Forecasts, By Component (2021-2032) (USD Billion)
9.6.7.2 Rest of Latin America AI in Diagnostics Market Estimates and Forecasts, By Diagnosis (2021-2032) (USD Billion)
10. Company Profiles
10.1 Siemens Healthineers
10.1.1 Company Overview
10.1.2 Financial
10.1.3 Product / Services Offered
10.1.4 SWOT Analysis
10.2 Zebra Technologies Corp.
10.2.1 Company Overview
10.2.2 Financial
10.2.3 Product/ Services Offered
10.2.4 SWOT Analysis
10.3 Riverain Technologies
10.3.1 Company Overview
10.3.2 Financial
10.3.3 Product/ Services Offered
10.3.4 SWOT Analysis
10.4 Vuno Inc.
10.4.1 Company Overview
10.4.2 Financial
10.4.3 Product/ Services Offered
10.4.4 SWOT Analysis
10.5 Aidoc
10.5.1 Company Overview
10.5.2 Financial
10.5.3 Product/ Services Offered
10.5.4 SWOT Analysis
10.6 NovaSignal Corporation
10.6.1 Company Overview
10.6.2 Financial
10.6.3 Product/ Services Offered
10.6.4 SWOT Analysis
10.7 Imagen
10.7.1 Company Overview
10.7.2 Financial
10.7.3 Product/ Services Offered
10.7.4 SWOT Analysis
10.8 Digital Diagnostics Inc.
10.8.1 Company Overview
10.8.2 Financial
10.8.3 Product/ Services Offered
10.8.4 SWOT Analysis
10.9 GE Healthcare
10.9.1 Company Overview
10.9.2 Financial
10.9.3 Product/ Services Offered
10.9.4 SWOT Analysis
10.10 F. Hoffmann-La Roche Ltd.
10.10.1 Company Overview
10.10.2 Financial
10.10.3 Product/ Services Offered
10.10.4 SWOT Analysis
11. Use Cases and Best Practices
12. Conclusion
