Chapter 1 Methodology and Scope
1.1 Market Segmentation and Scope
1.2 Market Definition
1.3 Research Methodology
1.3.1 Information Procurement
1.3.1.1 Purchased database:
1.3.1.2 internal database
1.3.2 Primary Research:
1.4 Research Scope and Assumptions
1.5 Research Methodology
1.6 List of Secondary Sources
1.7 List of Primary Sources
Chapter 2 Executive Summary
2.1 Market Outlook
2.2 Segment Outlook
2.3 Competitive Insights
2.4 Artificial Intelligence (AI) in Diagnostics Market Snapshot
Chapter 3 Artificial Intelligence (AI) in Diagnostics Market Variables, Trends & Scope
3.1 Market Lineage Outlook
3.1.1 Parent market outlook
3.1.1.1 AI in Healthcare Market
3.1.2 Related/ancillary market outlook
3.1.2.1 Artificial Intelligence In Medical Imaging Market
3.2 Penetration and Growth Prospect Mapping
3.3 User Perspective Analysis
3.3.1 Consumer behavior analysis
3.3.2 Market influencer analysis
3.4 Artificial Intelligence (AI) in Diagnostics Market Dynamics
3.4.1 Market Driver Analysis
3.4.1.1 Early detection and classification of diseases
3.4.1.2 Access to smart electronic medical records
3.4.1.3 Increasing use of AI in chronic disease management
3.4.1.4 Increasing number of startups, collaborations, and venture capitalist funding
3.4.2 Market Restraint Analysis
3.4.2.1 Highly regulated industry
3.4.2.2 Procurement costs and maintenance
3.5 Artificial Intelligence in Diagnostics Market Analysis Tools
3.5.1 Industry Analysis - Porter’s
3.5.1.1 Bargaining power of suppliers -Moderate
3.5.1.2 Bargaining power of the buyers - Low
3.5.1.3 Threat of substitution - Low
3.5.1.4 Threats of new entrants -Moderate
3.5.1.5 Competitive rivalry - High
3.5.2 PESTEL Analysis
3.5.2.1 Political And Legal Landscape
3.5.2.2 Economic and social Landscape
3.5.2.3 Environment and Technology Landscape
3.6 Major Deals & Strategic Alliances Analysis
3.6.1 Product Launches
3.6.2 Mergers & Acquisitions:
3.6.3 Partnerships and Collaborations
3.6.4 Geographical expansion and other investments
Chapter 4 Global Artificial Intelligence (AI) in Diagnostics Market: Competitive Analysis
4.1 Recent Developments & Impact Analysis, by Key Market Participants
4.1.1 Vuno Inc. and CHC Healthcare Group
4.1.2 Aidoc partnered with Imbio
4.1.3 Alivecor Inc. launched Kardia AI V2
4.1.4 Digital Diagnostics acquired 3Derm Systems
4.1.5 Aidoc raised USD 20.0 Million in Series B funding
4.1.6 Retina AI raised USD 5.2 Million in Series A funding
4.1.7 Canon Medical Systems USA partnered with Zebra Medical Vision
4.1.8 Vuno Inc. and M3
4.1.9 Healthy io acquired inui Health
4.1.10 Milliman Inc. acquired healthIO
4.1.11 GE Healthcare launched Thoracic Care Suite
4.1.12 Arterys raised USD 28.0 Million in Series C funding
4.1.13 AliveCor Inc. partnered with OMRON Healthcare
4.1.14 Riverain Technologies partnered with Lucid Health
4.1.15 Qure.ai raised USD 16.0 Million by Sequoia India
4.1.16 Cardiologs raised USD 15.0 Million in Series A funding
4.1.17 AiCure raised USD 24.5 Million in Series C funding
4.1.18 PathAI raised USD 75.0 Million in Series B funding round
4.1.19 Qlarity Imaging acquired QuantX
4.1.20 Merck acquired ConnectMed
4.1.21 Circle Cardiovascular Imaging acquired Corstem
4.1.22 KRY acquired Hello Shim
4.1.23 Deep Lens raised USD 14.0 Million in Series A funding
4.1.24 Niramai raised USD 6 Million in Series A funding
4.1.25 Maverick Medical Ai raised USD 0.7 Million
4.1.26 GE Healthcare partnered with Roche
4.2 Company/Competition Categorization (Key Innovators, Market Leaders, & Emerging Players)
4.3 Vendor Landscape
4.3.1 Public Companies
4.3.1.1 Company Market Position Analysis
4.3.1.2 Company Market Ranking, By Region
4.3.2 Private companies
4.3.2.1 Regional network map
4.3.2.2 Company Market Position Analysis
Chapter 5 Artificial Intelligence (AI) in Diagnostics Market: Component Estimates & Trend Analysis
5.1 Segment Dashboard
5.2 Market: Component Analysis, USD Million, 2021 & 2030
5.2.1 Software
5.2.1.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
5.2.2 Hardware
5.2.2.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
5.2.3 Services
5.2.3.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
Chapter 6 Artificial Intelligence (AI) in Diagnostics Market: Diagnosis Type Estimates & Trend Analysis
6.1 Segment Dashboard
6.2 Artificial Intelligence (AI) in Diagnostics Market: Diagnosis Type Analysis, USD Million, 2021 & 2030
6.2.1 Cardiology
6.2.1.1 Cardiology estimates and forecasts, 2016 - 2030 (USD Million)
6.2.2 Oncology
6.2.2.1 Oncology market estimates and forecasts, 2016 - 2030 (USD Million)
6.2.3 Pathology
6.2.3.1 Pathology market estimates and forecasts, 2016 - 2030 (USD Million)
6.2.4 Radiology
6.2.4.1 Radiology market estimates and forecasts, 2016 - 2030 (USD Million)
6.2.5 Chest and Lung
6.2.5.1 Chest and Lung market estimates and forecasts, 2016 - 2030 (USD Million)
6.2.6 Neurology
6.2.6.1 Neurology market estimates and forecasts, 2016 - 2030 (USD Million)
6.2.7 Others
6.2.7.1 Others market estimates and forecasts, 2016 - 2030 (USD Million)
Chapter 7 Artificial Intelligence (AI) in Diagnostics Market: Regional Estimates & Trend Analysis: By Component, and Diagnosis Type
7.1 Regional Market Snapshot
7.2 Market Movement Analysis, By Region, 2021 & 2030, USD Million
7.3 North America
7.3.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
7.3.2 U.S.
7.3.2.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
7.3.3 Canada
7.3.3.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
7.4 Europe
7.4.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
7.4.2 Germany
7.4.2.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
7.4.3 U.K.
7.4.3.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
7.4.4 France
7.4.4.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
7.4.5 Italy
7.4.5.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
7.4.6 Spain
7.4.6.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
7.4.7 Russia
7.4.7.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
7.5 APAC
7.5.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
7.5.2 China
7.5.2.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
7.5.3 India
7.5.3.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
7.5.4 Japan
7.5.4.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
7.5.5 Australia
7.5.5.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
7.5.6 Singapore
7.5.6.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
7.5.7 South Korea
7.5.7.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
7.6 Latin America
7.6.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
7.6.2 Brazil
7.6.2.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
7.6.3 Mexico
7.6.3.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
7.6.4 Argentina
7.6.4.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
7.7 MEA
7.7.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
7.7.2 South Africa
7.7.2.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
7.7.3 Saudi Arabia
7.7.3.1 Market estimates and forecasts, 2016 - 2030 (USD Million)
7.7.4 UAE
7.7.4.1 MarkeT estimates and forecasts, 2016 - 2030 (USD Million)
Chapter 8 Competitive Landscape
8.1 Company Profiles
8.1.1 Aidoc
8.1.1.1 Company overview
8.1.1.2 Financial performance
8.1.1.3 Product benchmarking
8.1.1.4 Strategic initiatives
8.1.2 Alivecor, Inc.
8.1.2.1 Company overview
8.1.2.2 Financial performance
8.1.2.3 Product benchmarking
8.1.2.4 Strategic initiatives
8.1.3 Vuno, Inc.
8.1.3.1 Company overview
8.1.3.2 Financial performance
8.1.3.3 Product benchmarking
8.1.3.4 Strategic initiatives
8.1.4 Digital diagnostics, inc. (formerly known as idx technologies, INc.)
8.1.4.1 Company overview
8.1.4.2 Financial performance
8.1.4.3 Product benchmarking
8.1.4.4 Strategic initiatives
8.1.5 Siemens Healthineers
8.1.5.1 Company overview
8.1.5.2 Financial performance
8.1.5.3 Product benchmarking
8.1.5.4 Strategic initiatives
8.1.6 NEURAL ANALYTICS (NOVASIGNAL Corporation)
8.1.6.1 Company overview
8.1.6.2 Financial performance
8.1.6.3 Product benchmarking
8.1.6.4 Strategic initiatives
8.1.7 RIVERAIN TECHNOLOGIES
8.1.7.1 Company overview
8.1.7.2 Financial performance
8.1.7.3 Product benchmarking
8.1.7.4 Strategic initiatives
8.1.8 ZEBRA MEDICAL VISION, Inc.
8.1.8.1 Company overview
8.1.8.2 Financial performance
8.1.8.3 Product benchmarking
8.1.8.4 Strategic initiatives
8.1.9 GE Healthcare
8.1.9.1 Company overview
8.1.9.2 Financial performance
8.1.9.3 Product benchmarking
8.1.9.4 Strategic initiatives
8.1.10 Imagen technologies
8.1.10.1 Company overview
8.1.10.2 Financial performance
8.1.10.3 Product benchmarking
List of Tables
Table 1 North America AI in Diagnostics market estimates and forecasts, by country, 2016 - 2030 (USD Million)
Table 2 North America AI in Diagnostics market estimates and forecasts, by component, 2016 - 2030 (USD Million)
Table 3 North America AI in Diagnostics market estimates and forecasts, by diagnosis type, 2016 - 2030 (USD Million)
Table 4 U.S. AI in Diagnostics market estimates and forecasts, by component, 2016 - 2030 (USD Million)
Table 5 U.S. AI in Diagnostics market estimates and forecasts, by diagnosis type, 2016 - 2030 (USD Million)
Table 6 Canada AI in Diagnostics market estimates and forecasts, by component, 2016 - 2030 (USD Million)
Table 7 Canada AI in Diagnostics market estimates and forecasts, by diagnosis type, 2016 - 2030 (USD Million)
Table 8 Europe AI in Diagnostics market estimates and forecasts, by country, 2016 - 2030 (USD Million)
Table 9 Europe AI in Diagnostics market estimates and forecasts, by component, 2016 - 2030 (USD Million)
Table 10 Europe AI in Diagnostics market estimates and forecasts, by diagnosis type, 2016 - 2030 (USD Million)
Table 11 U.K. AI in Diagnostics market estimates and forecasts, by component, 2016 - 2030 (USD Million)
Table 12 U.K. AI in Diagnostics market estimates and forecasts, by diagnosis type, 2016 - 2030 (USD Million)
Table 13 Germany AI in Diagnostics market estimates and forecasts, by component, 2016 - 2030 (USD Million)
Table 14 Germany AI in Diagnostics market estimates and forecasts, by diagnosis type, 2016 - 2030 (USD Million)
Table 15 France AI in Diagnostics market estimates and forecasts, by component, 2016 - 2030 (USD Million)
Table 16 France AI in Diagnostics market estimates and forecasts, by diagnosis type, 2016 - 2030 (USD Million)
Table 17 Italy AI in Diagnostics market estimates and forecasts, by component, 2016 - 2030 (USD Million)
Table 18 Italy AI in Diagnostics market estimates and forecasts, by diagnosis type, 2016 - 2030 (USD Million)
Table 19 Spain AI in Diagnostics market estimates and forecasts, by component, 2016 - 2030 (USD Million)
Table 20 Spain AI in Diagnostics market estimates and forecasts, by diagnosis type, 2016 - 2030 (USD Million)
Table 21 Russia AI in Diagnostics market estimates and forecasts, by component, 2016 - 2030 (USD Million)
Table 22 Russia AI in Diagnostics market estimates and forecasts, by diagnosis type, 2016 - 2030 (USD Million)
Table 23 Asia Pacific AI in Diagnostics market estimates and forecasts, by country, 2016 - 2030 (USD Million)
Table 24 Asia Pacific AI in Diagnostics market estimates and forecasts, by component, 2016 - 2030 (USD Million)
Table 25 Asia Pacific AI in Diagnostics market estimates and forecasts, by diagnosis type, 2016 - 2030 (USD Million)
Table 26 China AI in Diagnostics market estimates and forecasts, by component, 2016 - 2030 (USD Million)
Table 27 China AI in Diagnostics market estimates and forecasts, by diagnosis type, 2016 - 2030 (USD Million)
Table 28 Japan AI in Diagnostics market estimates and forecasts, by component, 2016 - 2030 (USD Million)
Table 29 Japan AI in Diagnostics market estimates and forecasts, by diagnosis type, 2016 - 2030 (USD Million)
Table 30 India AI in Diagnostics market estimates and forecasts, by component, 2016 - 2030 (USD Million)
Table 31 India AI in Diagnostics market estimates and forecasts, by diagnosis type, 2016 - 2030 (USD Million)
Table 32 Australia AI in Diagnostics market estimates and forecasts, by component, 2016 - 2030 (USD Million)
Table 33 Australia AI in Diagnostics market estimates and forecasts, by diagnosis type, 2016 - 2030 (USD Million)
Table 34 Singapore AI in Diagnostics market estimates and forecasts, by component, 2016 - 2030 (USD Million)
Table 35 Singapore AI in Diagnostics market estimates and forecasts, by diagnosis type, 2016 - 2030 (USD Million)
Table 36 South Korea AI in Diagnostics market estimates and forecasts, by component, 2016 - 2030 (USD Million)
Table 37 South Korea AI in Diagnostics market estimates and forecasts, by diagnosis type, 2016 - 2030 (USD Million)
Table 38 Latin America AI in Diagnostics market estimates and forecasts, by country, 2016 - 2030 (USD Million)
Table 39 Latin America AI in Diagnostics market estimates and forecasts, by component, 2016 - 2030 (USD Million)
Table 40 Latin America AI in Diagnostics market estimates and forecasts, by diagnosis type, 2016 - 2030 (USD Million)
Table 41 Brazil AI in Diagnostics market estimates and forecasts, by component, 2016 - 2030 (USD Million)
Table 42 Brazil AI in Diagnostics market estimates and forecasts, by diagnosis type, 2016 - 2030 (USD Million)
Table 43 Mexico AI in Diagnostics market estimates and forecasts, by component, 2016 - 2030 (USD Million)
Table 44 Mexico AI in Diagnostics market estimates and forecasts, by diagnosis type, 2016 - 2030 (USD Million)
Table 45 Argentina AI in Diagnostics market estimates and forecasts, by component, 2016 - 2030 (USD Million)
Table 46 Argentina AI in Diagnostics market estimates and forecasts, by diagnosis type, 2016 - 2030 (USD Million)
Table 47 MEA AI in Diagnostics market estimates and forecasts, by country, 2016 - 2030 (USD Million)
Table 48 MEA AI in Diagnostics market estimates and forecasts, by component, 2016 - 2030 (USD Million)
Table 49 MEA AI in Diagnostics market estimates and forecasts, by diagnosis type, 2016 - 2030 (USD Million)
Table 50 Saudi Arabia AI in Diagnostics market estimates and forecasts, by component, 2016 - 2030 (USD Million)
Table 51 Saudi Arabia AI in Diagnostics market estimates and forecasts, by diagnosis type, 2016 - 2030 (USD Million)
Table 52 South Africa AI in Diagnostics market estimates and forecasts, by component, 2016 - 2030 (USD Million)
Table 53 South Africa AI in Diagnostics market estimates and forecasts, by diagnosis type, 2016 - 2030 (USD Million)
Table 54 UAE AI in Diagnostics market estimates and forecasts, by component, 2016 - 2030 (USD Million)
Table 55 UAE AI in Diagnostics market estimates and forecasts, by diagnosis type, 2016 - 2030 (USD Million)
List of Figures
Fig. 1 Artificial Intelligence (AI) in Diagnostics market segmentation
Fig. 2 Market research process
Fig. 3 Information procurement
Fig. 4 Primary research pattern
Fig. 5 Artificial Intelligence (AI) in Diagnostics market summary, 2021, (USD Million)
Fig. 6 Artificial Intelligence (AI) in Diagnostics market trends & outlook
Fig. 7 Penetration & growth prospect mapping
Fig. 8 Market driver analysis (Current & future impact)
Fig. 9 AI in healthcare startups, 2020
Fig. 10 Value proposition of funded AI-based healthcare companies
Fig. 11 Market restraint analysis (Current & future impact)
Fig. 12 List of key emerging companies/technology disruptors/innovators
Fig. 13 Heat map analysis for public players
Fig. 14 Major public company ranking, by region
Fig. 15 Regional network map
Fig. 16 Heat map analysis for private players
Fig. 17 Artificial Intelligence (AI) in Diagnostics market, component outlook key takeaways (USD Million)
Fig. 18 Artificial Intelligence (AI) in Diagnostics market: Component movement analysis (USD Million), 2021 & 2030
Fig. 19 Software market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 20 Hardware market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 21 Services market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 22 Artificial Intelligence (AI) in Diagnostics market, diagnosis type outlook key takeaways (USD Million)
Fig. 23 Artificial Intelligence (AI) in Diagnostics market: Diagnosis Type movement analysis (USD Million), 2021 & 2030
Fig. 24 Cardiology market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 25 Oncology market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 26 Pathology market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 27 Radiology market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 28 Chest and Lung market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 29 Neurology market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 30 Others market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 31 Regional market place: Key takeaways
Fig. 32 Artificial Intelligence (AI) in Diagnostics market: Regional outlook, 2021 & 2030, USD Million
Fig. 33 North America Artificial Intelligence (AI) in Diagnostics market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 34 U.S. Artificial Intelligence (AI) in Diagnostics market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 35 Canada Artificial Intelligence (AI) in Diagnostics market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 36 Europe Artificial Intelligence (AI) in Diagnostics market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 37 Germany Artificial Intelligence (AI) in Diagnostics market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 38 U.K. Artificial Intelligence (AI) in Diagnostics market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 39 France Artificial Intelligence (AI) in Diagnostics market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 40 Italy Artificial Intelligence (AI) in Diagnostics market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 41 Spain Artificial Intelligence (AI) in Diagnostics market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 42 Russia Artificial Intelligence (AI) in Diagnostics market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 43 APAC Artificial Intelligence (AI) in Diagnostics market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 44 China Artificial Intelligence (AI) in Diagnostics market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 45 India Artificial Intelligence (AI) in Diagnostics market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 46 Japan Artificial Intelligence (AI) in Diagnostics market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 47 Australia Artificial Intelligence (AI) in Diagnostics market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 48 Singapore Artificial Intelligence (AI) in Diagnostics market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 49 South Korea Artificial Intelligence (AI) in Diagnostics market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 50 Latin America Artificial Intelligence (AI) in Diagnostics market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 51 Brazil Artificial Intelligence (AI) in Diagnostics market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 52 Mexico Artificial Intelligence (AI) in Diagnostics market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 53 Argentina Artificial Intelligence (AI) in Diagnostics market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 54 MEA Artificial Intelligence (AI) in Diagnostics market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 55 South Africa Artificial Intelligence (AI) in Diagnostics market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 56 Saudi Arabia Artificial Intelligence (AI) in Diagnostics market estimates and forecasts, 2016 - 2030 (USD Million)
Fig. 57 UAE Artificial Intelligence (AI) in Diagnostics market estimates and forecasts, 2016 - 2030 (USD Million)