AI-Enabled Medical Imaging Solutions Market - A Global and Regional Analysis: Focus on Modality, Product, Deployment Model, Workflow, Therapeutic Application, and Country - Analysis and Forecast, 2022-2032
Global AI-Enabled Medical Imaging Solutions Market: Industry Overview
The global AI-enabled medical imaging solutions market was valued at $1,854.5 million in 2022 and is anticipated to reach $18,356.5 million by 2032, witnessing a CAGR of 25.76% during the forecast period 2022-2032. The growth in the global AI-enabled medical imaging solutions market is expected to be driven by the increasing awareness regarding the early detection of chronic disorders, the facilitation of better clinical decisions and increased accuracy with artificial intelligence, the shortage of healthcare workforce, technological advancements in artificial intelligence (AI)-enabled products and the increasing regulatory approvals for them, and the increasing therapeutic applications of AI-enabled devices.
Market Lifecycle Stage
The AI-enabled medical imaging solutions market is in the developing phase. AI-enabled medical imaging solutions in emerging countries, technological advancements in imaging devices, and the adoption of artificial intelligence and deep learning in imaging systems are some of the major opportunities in the global AI-enabled medical imaging solutions market. Furthermore, some of the key trends going on in the market are a significant number of collaborations among market players, the adoption of machine learning and deep learning in medical imaging, various new product offerings, and the expansion of companies into the global AI-enabled medical imaging solutions market.
Impact of COVID-19
Immediately after the outbreak of COVID-19, the focus of the healthcare systems switched to managing the pandemic and related crises. This led to hospital budgets shrinking and thus resulted in the slow growth of AI.
However, AI is being deployed in radiology departments across the globe to help fight COVID-19, and AI-based tools are playing an important role in fighting the COVID-19 pandemic. The adoption of AI in clinical settings increased during the pandemic owing to its numerous advantages in tackling COVID-19. According to a study published in September 2021 by the Frontiers, titled “Artificial Intelligence for COVID-19: A Systematic Review,” AI assisted in achieving high execution in diagnosis, prognosis evaluation, pandemic prediction, and drug discovery for COVID-19.
Thus, there was an appositive impact of COVID-19 on the adoption of AI in clinical settings and clinical decision-making.
Market Segmentation:
Segmentation 1: by Modality
- Computed Tomography (CT)
- Magnetic Resonance (MR)
- X-Ray
- Ultrasound
- Mammography
- Multimodality Imaging Systems
- Other Modalities
Segmentation 2: by Product
- Software
- Hardware
Segmentation 3: by Deployment Model
Segmentation 4: by Workflow
- Image Acquisition
- Image Analysis
- Detection
- Diagnosis and Treatment Decision Support
- Predictive Analysis and Risk Assessment
- Triage
- Reporting and Communication
Segmentation 5: by Therapeutic Application
- Specialty Imaging
- General Imaging
Segmentation 6: by Region
- North America - U.S., Canada
- Europe - Germany, France, U.K., Italy, Spain, Switzerland, Sweden, Netherlands, and Rest-of-Europe
- Asia-Pacific - Japan, China, India, Australia and New Zealand, South Korea, Singapore, and Rest-of-Asia-Pacific
- Rest-of-the-World - Israel, Brazil, Mexico, and Rest-of-Rest-of-the-World
Recent Developments in the Global AI-Enabled Medical Imaging Solutions Market
- In November 2022, Aidoc received U.S. FDA approval for its CT-based AI solution for the diagnosis of aortic dissection (AD) and all vessel occlusions (VOs).
- In September 2022, Aidoc partnered with Sana Klinikum Lichtenberg, which is the largest German private hospital network of 55 facilities. Through this partnership, Aidoc’s AI solution for pulmonary embolism (PE) will be integrated into all the facilities of Sana Klinikum Lichtenberg.
- In June 2022, Blackford Analysis Limited partnered with Us2.ai to bring advanced echocardiography analysis tools to the Blackford Platform.
- In May 2022, Butterfly Network, Inc. partnered with the Medical University of South Carolina to work on transforming patient care, health education, and medical research.
- In August 2021, Blackford Analysis Limited partnered with Qlarity Imaging to bring QuantX Diagnostic AI to Radiologists via the Blackford Platform.
- In September 2021, Aidoc and Subtle Medical partnered to establish end-to-end AI solutions for medical imaging.
- In December 2020, Agfa HealthCare, a subsidiary of Agfa-Gavaert Group, launched a new product called RUBEE for AI, which facilitates hospitals to entrench the best artificial intelligence (AI) in their imaging network.
- In May 2020, Agfa HealthCare, a subsidiary of Agfa-Gavaert Group, partnered with Northwest Clinics to expand the imaging platform of clinics with the RUBEE for AI.
- In November 2021, Butterfly Network, Inc. formed a distribution partnership with Abdul Latif Jameel Health for the distribution of its Butterfly iQ+ ultrasound device to people across the Middle East, North Africa, Turkey, and India.
- In August 2021, Caption Health formed an exclusive partnership with Butterfly Network Inc. to facilitate earlier disease detection and management with AI-based guidance and diagnostics.
Following are the drivers for the global AI-enabled medical imaging solutions market:
- Increasing Awareness Regarding Early Detection of Chronic Disorders
- Facilitation of Better Clinical Decision-Making and Increased Accuracy with Artificial Intelligence
- Increasing Therapeutic Applications of AI-Enabled Devices
- Technologically Advancements in AI-Enabled Products and the Increasing Regulatory Approvals for them
- Legal Implications of AI Systems
- Increasing Security Breaches Leading to Privacy and Security Concerns for Healthcare Data
Product/Innovation Strategy: The product segment helps the reader understand the different types of AI-enabled medical imaging solutions available for use in hospitals and diagnostic centers. Moreover, the study provides the reader with a detailed understanding of the different AI-enabled medical imaging solutions based on modality (computed tomography (CT), magnetic resonance (MR), X-ray, ultrasound, mammography, multimodality imaging systems, and other modalities), product (software and hardware), deployment model (cloud- and web-based solutions and on-premises solutions), workflow (image acquisition, image analysis, detection, diagnosis and treatment decision support, predictive analysis and risk assessment, triage, and reporting and communication), and therapeutic application (specialty imaging and general imaging).
Growth/Marketing Strategy: The global AI-enabled medical imaging solutions market has seen major development by key players operating in the market, such as business expansions, partnerships, collaborations, mergers and acquisitions, product launches, and funding activities. Partnerships, alliances, and business expansions accounted for the maximum number of key developments, i.e., nearly half of the total developments in the global AI-enabled medical imaging solutions market, followed by regulatory and legal activities and new offerings.
Competitive Strategy: Key players in the global AI-enabled medical imaging solutions market analyzed and profiled in the study involve players that offer AI-enabled medical imaging solutions. Moreover, a detailed product benchmarking based on workflow, modality, and therapeutic application of the players operating in the global AI-enabled medical imaging solutions market has been done to help the reader understand how players stack against each other, presenting a clear market landscape. Additionally, comprehensive competitive strategies such as partnerships, agreements, collaborations, product launches and approvals, and funding scenarios will aid the reader in understanding the untapped revenue pockets in the market.
Key Market Players and Competition Synopsis
The companies that are profiled have been selected based on inputs gathered from primary experts and analyzing the company’s coverage, product portfolio, and market penetration.
Key Companies Profiled
- Agfa-Gevaert Group
- Aidoc
- Blackford Analysis Limited
- Butterfly Network, Inc.
- Canon Inc.
- Caption Health
- Carestream Health Inc.
- FUJIFILM Holdings Corporation
- General Electric Company
- Hologic, Inc.
- iCAD, Inc.
- Koninklijke Philips N.V.
- NVIDIA Corporation
- Siemens Healthineers AG
- VUNO, Inc.
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- 1 Markets
- 1.1 Global Market Outlook
- 1.1.1 Product Definition
- 1.1.2 Inclusion and Exclusion Criteria
- 1.1.3 Key Findings
- 1.1.4 Assumptions and Limitations
- 1.1.5 Market Scenario
- 1.1.5.1 Realistic Growth Scenario
- 1.1.5.2 Optimistic Growth Scenario
- 1.1.5.3 Pessimistic/Conservative Growth Scenario
- 1.2 Industry Outlook
- 1.2.1 Industry Ecosystem
- 1.2.2 Key Trends
- 1.2.2.1 Significant Number of Collaborations among Market Players
- 1.2.2.2 Adoption of Machine Learning and Deep Learning in Medical Imaging
- 1.2.2.3 Shift of AI Technology from On-Premises Solutions to Cloud- and Web-Based Platform Approach
- 1.2.2.4 Rising Number of Start-Ups in the Market
- 1.2.3 Opportunity Assessment
- 1.2.4 Regulatory Framework
- 1.2.4.1 Consortiums, Associations, and Regulatory Bodies
- 1.2.4.2 Regulatory Framework for Artificial Intelligence-Based FDA-Approved Medical Devices and Algorithms
- 1.2.4.3 Regulatory Framework in the U.S.
- 1.2.4.4 Regulatory Framework in Europe
- 1.2.4.5 Regulatory Framework in Japan
- 1.2.4.6 Regulatory Framework in China
- 1.2.4.7 Regulatory Framework in the Other Countries
- 1.2.5 Patent Analysis
- 1.2.5.1 Awaited Technological Developments
- 1.2.5.2 Patent Filing Trend (by Country)
- 1.2.5.3 Patent Filing Trend (by Year)
- 1.2.6 Funding Scenario
- 1.2.7 Case Studies
- 1.2.7.1 Case Study 1: Aidoc
- 1.2.7.2 Case Study 2: iCAD, Inc.
- 1.2.7.3 Case Study 3: Qure.ai
- 1.2.8 Challenges for Implementation of AI-enabled Solutions in Medical Imaging
- 1.3 Impact of COVID-19 on the Global AI-Enabled Medical Imaging Solutions
- 1.3.1 Pre-COVID-19 Phase
- 1.3.2 During COVID
- 1.3.2.1 Impact of COVID-19 on Clinical Settings and Clinical Decision-Making
- 1.3.2.2 Impact on AI-Based Medical Imaging Solution Manufacturers
- 1.3.3 Post-COVID-19 Phase
- 1.4 Real World Evidence
- 1.4.1 Overview
- 1.4.2 iCAD, Inc.
- 1.4.2.1 Role of iCAD, Inc. in the Global AI-Enabled Medical Imaging Solutions Market
- 1.4.2.2 Recent Clinical Study Results
- 1.4.2.3 Clinical and Business Challenges Solved by ProFound AI
- 1.4.3 Nanox Imaging LTD.
- 1.4.3.1 Role of Nanox Imaging LTD. in the Global AI-Enabled Medical Imaging Solutions Market
- 1.4.4 MIRADA MEDICAL LIMITED
- 1.4.4.1 Role of MIRADA MEDICAL LIMITED in the Global AI-Enabled Medical Imaging Solutions Market
- 1.4.5 Subtle Medical, Inc.
- 1.4.5.1 Role of Subtle Medical, Inc. in the Global AI-Enabled Medical Imaging Solutions Market
- 1.4.6 Riverain Technologies, LLC
- 1.4.6.1 Role of Riverain Technologies, LLC in the Global AI-Enabled Medical Imaging Solutions Market
- 1.4.6.2 Clinical Study Evidence
- 1.5 Business Dynamics
- 1.5.1 Impact Analysis
- 1.5.2 Business Drivers
- 1.5.2.1 Increasing Awareness Regarding Early Detection of Chronic Disorders
- 1.5.2.2 Facilitation of Better Clinical Decision-Making and Increased Accuracy with Artificial Intelligence
- 1.5.2.3 Increasing Therapeutic Applications of AI-Enabled Devices
- 1.5.2.4 Technologically Advancements in AI-Enabled Products and the Increasing Regulatory Approvals for them
- 1.5.3 Business Restraints
- 1.5.3.1 Legal Implications of AI Systems
- 1.5.3.2 Increasing Security Breaches Leading to Privacy and Security Concerns for Healthcare Data
- 1.5.4 Business Opportunities
- 1.5.4.1 Increasing Opportunities for AI Imaging in Emerging Economies
- 1.5.4.2 Shortage of the Healthcare Workforce Leading to Increased Demand for AI-Enabled Solutions
- 1.5.4.3 Increasing Synergy Between Manufacturers and Hospitals
- 2 Global AI-Enabled Medical Imaging Solutions Market (by Modality)
- 2.1 Key Findings and Opportunity Assessment
- 2.2 Growth-Share Matrix
- 2.3 Product Benchmarking
- 2.4 Computed Tomography (CT)
- 2.5 Magnetic Resonance (MR)
- 2.6 Ultrasound
- 2.7 X-Ray
- 2.8 Mammography
- 2.9 Multimodality Imaging Systems
- 2.1 Other Modalities
- 3 Global AI-Enabled Medical Imaging Solutions Market (by Product)
- 3.1 Key Findings and Opportunity Assessment
- 3.2 Growth-Share Matrix
- 3.3 Software
- 3.4 Hardware
- 4 Global AI-Enabled Medical Imaging Solutions Market(by Deployment Model)
- 4.1 Key Findings and Opportunity Assessment
- 4.2 Growth-Share Matrix
- 4.3 Cloud- and Web-Based Solutions
- 4.4 On-Premises Solutions
- 5 Global AI-Enabled Medical Imaging Solutions Market (by Workflow)
- 5.1 Key Findings and Opportunity Assessment
- 5.2 Growth-Share Matrix
- 5.3 Product Benchmarking
- 5.4 Image Acquisition
- 5.5 Image Analysis
- 5.6 Detection
- 5.7 Diagnosis and Treatment Decision Support
- 5.8 Predictive Analysis and Risk Assessment
- 5.9 Triage
- 5.1 Reporting and Communication
- 6 Global AI-Enabled Medical Imaging Solutions Market(by Therapeutic Application)
- 6.1 Key Findings and Opportunity Assessment
- 6.2 Growth-Share Matrix
- 6.3 Product Benchmarking
- 6.4 Specialty Imaging
- 6.4.1 Cardiology
- 6.4.1.1 Major Ongoing Clinical Trials for AI in Cardiology
- 6.4.1.2 Market Sizing and Forecast
- 6.4.2 Oncology
- 6.4.2.1 Major Ongoing Clinical Trials for AI in Oncology
- 6.4.2.2 Market Sizing and Forecast
- 6.4.2.2.1 By Type
- 6.4.2.2.1.1 Lung Cancer
- 6.4.2.2.1.2 Breast Cancer
- 6.4.2.2.1.3 Other Cancer Types
- 6.4.3 Neurology
- 6.4.3.1 Major Ongoing Clinical Trials for AI in Neurology
- 6.4.3.2 Market Sizing and Forecast
- 6.4.4 Respiratory
- 6.4.4.1 Major Ongoing Clinical Trials for AI in Respiratory Diseases
- 6.4.4.2 Market Sizing and Forecast
- 6.4.5 Orthopedics
- 6.4.5.1 Major Ongoing Clinical Trials for AI in Orthopedics
- 6.4.5.2 Market Sizing and Forecast
- 6.4.6 Others
- 6.5 General Imaging
- 7 Region
- 7.1 North America AI-Enabled Medical Imaging Solutions Market
- 7.1.1 Key Findings and Opportunity Assessment
- 7.1.2 Market Dynamics
- 7.1.2.1 Impact Analysis
- 7.1.3 Market Sizing and Forecast
- 7.1.3.1 North America AI-Enabled Medical Imaging Solutions Market (by Country)
- 7.1.3.1.1 U.S.
- 7.1.3.1.2 Canada
- 7.2 Europe AI-Enabled Medical Imaging Solutions Market
- 7.2.1 Key Findings and Opportunity Assessment
- 7.2.2 Market Dynamics
- 7.2.2.1 Impact Analysis
- 7.2.3 Market Sizing and Forecast
- 7.2.3.1 Europe AI-Enabled Medical Imaging Solutions Market (by Country)
- 7.2.3.1.1 Germany
- 7.2.3.1.2 U.K.
- 7.2.3.1.3 France
- 7.2.3.1.4 Italy
- 7.2.3.1.5 Spain
- 7.2.3.1.6 Switzerland
- 7.2.3.1.7 Sweden
- 7.2.3.1.8 Netherlands
- 7.2.3.1.9 Rest-of-Europe
- 7.3 Asia-Pacific AI-Enabled Medical Imaging Solutions Market
- 7.3.1 Key Findings and Opportunity Assessment
- 7.3.2 Market Dynamics
- 7.3.2.1 Impact Analysis
- 7.3.3 Market Sizing and Forecast
- 7.3.3.1 Asia-Pacific AI-Enabled Medical Imaging Solutions Market (by Country)
- 7.3.3.1.1 China
- 7.3.3.1.2 Japan
- 7.3.3.1.3 Australia and New Zealand
- 7.3.3.1.4 India
- 7.3.3.1.5 South Korea
- 7.3.3.1.6 Singapore
- 7.3.3.1.7 Rest-of-Asia-Pacific
- 7.4 Rest-of-the-World AI-Enabled Medical Imaging Solutions Market
- 7.4.1 Key Findings and Opportunity Assessment
- 7.4.2 Market Dynamics
- 7.4.2.1 Impact Analysis
- 7.4.3 Market Sizing and Forecast
- 7.4.3.1 Rest-of-the-World AI-Enabled Medical Imaging Solutions Market (by Country)
- 7.4.3.1.1 Israel
- 7.4.3.1.2 Brazil
- 7.4.3.1.3 Mexico
- 7.4.3.1.4 Rest-of-Rest-of-the-World
- 8 Markets - Competitive Benchmarking & Company Profiles
- 8.1 Competitive Landscape
- 8.1.1 Key Strategies and Developments
- 8.1.1.1 Partnerships, Alliances, and Business Expansions
- 8.1.1.2 Regulatory and Legal Activities
- 8.1.1.3 New Offerings
- 8.1.1.4 Funding Activities
- 8.1.1.5 Mergers and Acquisitions
- 8.1.2 Key Development Analysis (Heat Map)
- 8.2 Company Profiles
- 8.2.1 Agfa-Gevaert Group
- 8.2.1.1 Company Overview
- 8.2.1.2 Role of Agfa-Gevaert Group in the Global AI-Enabled Medical Imaging Solutions Market
- 8.2.1.3 Product Portfolio
- 8.2.1.4 Financials
- 8.2.1.5 Analyst Perception
- 8.2.2 Aidoc
- 8.2.2.1 Company Overview
- 8.2.2.2 Role of Aidoc in the Global AI-Enabled Medical Imaging Solutions Market
- 8.2.2.3 Product Portfolio
- 8.2.2.4 Recent Developments
- 8.2.2.5 Analyst Perspective
- 8.2.3 Blackford Analysis Limited
- 8.2.3.1 Company Overview
- 8.2.3.2 Role of Blackford Analysis Limited in the Global AI-Enabled Medical Imaging Solutions Market
- 8.2.3.3 Product Portfolio
- 8.2.3.4 Recent Developments
- 8.2.3.5 Analyst Perspective
- 8.2.4 Butterfly Network, Inc.
- 8.2.4.1 Company Overview
- 8.2.4.2 Role of Butterfly Network, Inc. in the Global AI-Enabled Medical Imaging Solutions Market
- 8.2.4.3 Product Portfolio
- 8.2.4.4 Financials
- 8.2.4.5 Recent Developments
- 8.2.4.6 Analyst Perspective
- 8.2.5 Canon Inc.
- 8.2.5.1 Company Overview
- 8.2.5.2 Role of Canon Inc. in the Global AI-Enabled Medical Imaging Solutions Market
- 8.2.5.3 Product Portfolio
- 8.2.5.4 Financials
- 8.2.5.5 Recent Developments
- 8.2.5.6 Analyst Perception
- 8.2.6 Caption Health
- 8.2.6.1 Company Overview
- 8.2.6.2 Role of Caption Health in the Global AI-Enabled Medical Imaging Solutions Market
- 8.2.6.3 Product Portfolio
- 8.2.6.4 Recent Developments
- 8.2.6.5 Analyst Perspective
- 8.2.7 Carestream Health Inc.
- 8.2.7.1 Company Overview
- 8.2.7.2 Role of Carestream Health Inc. in the Global AI-Enabled Medical Imaging Solutions Market
- 8.2.7.3 Product Portfolio
- 8.2.7.4 Analyst Perspective
- 8.2.8 FUJIFILM Holdings Corporation
- 8.2.8.1 Company Overview
- 8.2.8.2 Role of FUJIFILM Holdings Corporation in the Global AI-Enabled Medical Imaging Solutions Market
- 8.2.8.3 Product Portfolio
- 8.2.8.4 Financials
- 8.2.8.5 Recent Developments
- 8.2.8.6 Analyst Perspective
- 8.2.9 General Electric Company
- 8.2.9.1 Company Overview
- 8.2.9.2 Role of General Electric Company in the Global AI-Enabled Medical Imaging Solutions Market
- 8.2.9.3 Product Portfolio
- 8.2.9.4 Financials
- 8.2.9.5 Recent Developments
- 8.2.9.6 Analyst Perspective
- 8.2.10 Hologic, Inc.
- 8.2.10.1 Company Overview
- 8.2.10.2 Role of Hologic, Inc. in the Global AI-Enabled Medical Imaging Solutions Market
- 8.2.10.3 Product Portfolio
- 8.2.10.4 Financials
- 8.2.10.5 Recent Developments
- 8.2.10.6 Analyst Perspective
- 8.2.11 iCAD, Inc.
- 8.2.11.1 Company Overview
- 8.2.11.2 Role of iCAD, Inc. in the Global AI-Enabled Medical Imaging Solutions Market
- 8.2.11.3 Product Portfolio
- 8.2.11.4 Financials
- 8.2.11.5 Recent Developments
- 8.2.11.6 Analyst Perspective
- 8.2.12 Koninklijke Philips N.V.
- 8.2.12.1 Company Overview
- 8.2.12.2 Role of Koninklijke Philips N.V. in the Global AI-Enabled Medical Imaging Solutions Market
- 8.2.12.3 Product Portfolio
- 8.2.12.4 Financials
- 8.2.12.5 Recent Developments
- 8.2.12.6 Analyst Perception
- 8.2.13 NVIDIA Corporation
- 8.2.13.1 Company Overview
- 8.2.13.2 Role of NVIDIA Corporation in the Global AI-Enabled Medical Imaging Solutions Market
- 8.2.13.3 Product Portfolio
- 8.2.13.4 Financials
- 8.2.13.5 Recent Developments
- 8.2.13.6 Analyst Perspective
- 8.2.14 Siemens Healthineers AG
- 8.2.14.1 Company Overview
- 8.2.14.2 Role of Siemens Healthineers AG in the Global AI-Enabled Medical Imaging Solutions Market
- 8.2.14.3 Product Portfolio
- 8.2.14.4 Financials
- 8.2.14.5 Recent Developments
- 8.2.14.6 Analyst Perspective
- 8.2.15 VUNO, Inc.
- 8.2.15.1 Company Overview
- 8.2.15.2 Role of VUNO, Inc. in the Global AI-Enabled Medical Imaging Solutions Market
- 8.2.15.3 Product Portfolio
- 8.2.15.4 Recent Developments
- 8.2.15.5 Analyst Perspective
- List of Figures
- Figure 1: Applications of AI in Healthcare
- Figure 2: Global AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 3: Global AI-Enabled Medical Imaging Solutions Market, Impact Analysis
- Figure 4: Global AI-Enabled Medical Imaging Solutions Market Share (by Modality), 2021 and 2032
- Figure 5: Global AI-Enabled Medical Imaging Solutions Market Share (by Product), 2021 and 2032
- Figure 6: Global AI-Enabled Medical Imaging Solutions Market Share (by Workflow), 2021 and 2032
- Figure 7: Global AI-Enabled Medical Imaging Solutions Market Share (by Therapeutic Application), 2021 and 2032
- Figure 8: Global AI-Enabled Medical Imaging Solutions Market Share (by Deployment Model), 2021 and 2032
- Figure 9: Global AI-Based Medical Imaging Solutions Market (by Region), $Million, 2021 and 2032
- Figure 10: Share of Key Developments and Strategies, January 2019-November 2022
- Figure 11: Global AI-Enabled Medical Imaging Solutions Market Segmentation
- Figure 12: Global AI-Enabled Medical Imaging Solutions Market: Research Methodology
- Figure 13: Primary Research
- Figure 14: Secondary Research
- Figure 15: Data Triangulation
- Figure 16: Global AI-Enabled Medical Imaging Solutions Market, Research Process
- Figure 17: Assumptions and Limitations
- Figure 18: Global AI-Enabled Medical Imaging Solutions Market Size and Growth Potential (Realistic Growth Scenario), $Million, 2020-2032
- Figure 19: Global AI-Enabled Medical Imaging Solutions Market Size and Growth Potential (Optimistic Growth Scenario), $Million, 2020-2032
- Figure 20: Global AI-Enabled Medical Imaging Solutions Market Size and Growth Potential (Pessimistic Growth Scenario), $Million, 2020-2032
- Figure 21: Industry Ecosystem
- Figure 22: Machine Learning and Deep Learning
- Figure 23: Advantages of Cloud- and Web-Based AI Platforms
- Figure 24: Global AI-Enabled Medical Imaging Solutions Market, Key Trends, Opportunity Assessment
- Figure 25: Regulatory Process for Medical Devices in the U.S.
- Figure 26: Global AI-Enabled Medical Imaging Solutions Market, Patent Analysis (by Country), January 2018-December 2022
- Figure 27: Global AI-Enabled Medical Imaging Solutions Market, Patent Analysis (by Year), January 2018-December 2022
- Figure 28: Trend for Fundings in AI-Enabled Medical Imaging Solutions Market, 2019-2022
- Figure 29: Evaluation Criteria for AI-Enabled Solutions Adoption in Medical Imaging
- Figure 30: Global AI-Enabled Medical Imaging Solutions Market, Pre-COVID-19, $Million, 2020-2032
- Figure 31: iCAD, Inc. Product Offerings, Application and Efficiency
- Figure 32: Comparison between the Individual Reader Performance with ProFound AI and without ProFound AI
- Figure 33: Nanox Imaging LTD. Product Offerings, Application and Efficiency
- Figure 34: Nanox EcoSystem
- Figure 35: Nanox Business Model
- Figure 36: MIRADA MEDICAL LIMITED Product Offerings, Application and Efficiency
- Figure 37: Comparison of Time for DLCExpert Contours vs. Manual Contours
- Figure 38: Subtle Medical, Inc. Product Offerings, Application and Efficiency
- Figure 39: Comparison of Acquisition Time for Accelerated Scan Enhanced by SubtleMR vs. Original Scan
- Figure 40: Comparison of Acquisition Time for Accelerated Scan Enhanced by SubtlePET vs. Original Scan
- Figure 41: Riverain Technologies, LLC: Product Portfolio, Application and Efficiency
- Figure 42: Better Outcomes from ClearRead Solutions
- Figure 43: Study Results for Sensitivity and Specificity of SSNs, GGNs, and PSNs
- Figure 44: Global AI-Enabled Medical Imaging Solutions Market, Impact Analysis
- Figure 45: Various Study Articles Published on Increasing Use of Artificial Intelligence in Early Detection of Chronic Disease, 2003-2022
- Figure 46: AI in Healthcare
- Figure 47: Increasing FDA Approvals for AI-Enabled Products for Different Therapeutic Applications, 2016-2021
- Figure 48: Technological Advancements in AI Medical Imaging
- Figure 49: Regulatory Approvals for AI-Enabled Medical Imaging Solutions, 2019-2022
- Figure 50: Global AI-Enabled Medical Imaging Solutions Market (by Modality)
- Figure 51: Global AI-Enabled Medical Imaging Solutions Market Incremental Opportunity (by Modality), $Million, 2021-2032
- Figure 52: Global AI-enabled Medical Imaging Solutions Market, Growth-Share Matrix (by Modality), 2022-2032
- Figure 53: Global AI-Enabled Medical Imaging Solutions Market, Product Benchmarking (by Modality)
- Figure 54: Global AI-Enabled Medical Imaging Solutions Market (Computed Tomography (CT)), $Million, 2020-2032
- Figure 55: Global AI-Enabled Medical Imaging Solutions Market (Magnetic Resonance (MR)), $Million, 2020-2032
- Figure 56: Global AI-Enabled Medical Imaging Solutions Market (Ultrasound), $Million, 2020-2032
- Figure 57: Global AI-Enabled Medical Imaging Solutions Market (X-Ray), $Million, 2020-2032
- Figure 58: Global AI-Enabled Medical Imaging Solutions Market (Mammography), $Million, 2020-2032
- Figure 59: Global AI-Enabled Medical Imaging Solutions Market (Multimodality Imaging Systems), $Million, 2020-2032
- Figure 60: Global AI-Enabled Medical Imaging Solutions Market (Other Modalities), $Million, 2020-2032
- Figure 61: Global AI-Enabled Medical Imaging Solutions Market (by Product)
- Figure 62: Global AI-Enabled Medical Imaging Solutions Market Incremental Opportunity (by Product), $Million, 2021-2032
- Figure 63: Global AI-enabled Medical Imaging Solutions Market, Growth-Share Matrix (by Product), 2022-2032
- Figure 64: Global AI-Enabled Medical Imaging Solutions Market (by Software), $Million, 2021-2032
- Figure 65: Global AI-Enabled Medical Imaging Solutions Market, Software, (by Type) $Million, 2021-2032
- Figure 66: Global AI-Enabled Medical Imaging Solutions Market (Hardware), $Million, 2020-2032
- Figure 67: Global AI-Enabled Medical Imaging Solutions Market (by Deployment Model)
- Figure 68: Global AI-Enabled Medical Imaging Solutions Market Incremental Opportunity (by Deployment Model), $Million, 2021-2032
- Figure 69: Global AI-Enabled Medical Imaging Solutions Market, Growth-Share Matrix (by Deployment Model), 2022-2032
- Figure 70: Global AI-Enabled Medical Imaging Solutions Market (Cloud- and Web-Based Solutions), $Million, 2020-2032
- Figure 71: Global AI-Enabled Medical Imaging Solutions Market (On-Premises Solutions), $Million, 2020-2032
- Figure 72: Global AI-Enabled Medical Imaging Solutions Market (by Workflow)
- Figure 73: Use Cases of Machine Learning in Different Workflow Segments
- Figure 74: Global AI-Enabled Medical Imaging Solutions Market Incremental Opportunity (by Workflow), $Million, 2021-2032
- Figure 75: Global AI-enabled Medical Imaging Solutions Market, Growth-Share Matrix (by Workflow), 2022-2032
- Figure 76: Global AI-Enabled Medical Imaging Solutions Market, Product Benchmarking (by Workflow)
- Figure 77: Global AI-Enabled Medical Imaging Solutions Market (Image Acquisition), $Million, 2020-2032
- Figure 78: Global AI-Enabled Medical Imaging Solutions Market (Image Analysis), $Million, 2020-2032
- Figure 79: Global AI-Enabled Medical Imaging Solutions Market (Detection), $Million, 2020-2032
- Figure 80: Global AI-Enabled Medical Imaging Solutions Market (Diagnosis and Treatment Decision Support), $Million, 2020-2032
- Figure 81: Global AI-Enabled Medical Imaging Solutions Market (Predictive Analysis and Risk Assessment), $Million, 2020-2032
- Figure 82: Global AI-Enabled Medical Imaging Solutions Market (Triage), $Million, 2020-2032
- Figure 83: Global AI-Enabled Medical Imaging Solutions Market (Reporting and Communication), $Million, 2020-2032
- Figure 84: Global AI-Enabled Medical Imaging Solutions Market (by Therapeutic Application)
- Figure 85: Global AI-Enabled Medical Imaging Solutions Market Incremental Opportunity (by Therapeutic Application), $Million, 2021-2032
- Figure 86: Global AI-enabled Medical Imaging Solutions Market, Growth-Share Matrix (by Therapeutic Application), 2022-2032
- Figure 87: Global AI-Enabled Medical Imaging Solutions Market, Product Benchmarking (by Specialty Imaging)
- Figure 88: Global AI-Enabled Medical Imaging Solutions Market (by Specialty Imaging), $Million, 2020-2032
- Figure 89: Global AI-Enabled Medical Imaging Solutions Market (Cardiology), $Million, 2020-2032
- Figure 90: AI in Oncology
- Figure 91: Global AI-Enabled Medical Imaging Solutions Market (by Oncology), $Million, 2020-2032
- Figure 92: Global AI-Enabled Medical Imaging Solutions Market (Lung Cancer), $Million, 2020-2032
- Figure 93: Global AI-Enabled Medical Imaging Solutions Market (Breast Cancer), $Million, 2020-2032
- Figure 94: Global AI-Enabled Medical Imaging Solutions Market (Other Cancer Types), $Million, 2020-2032
- Figure 95: Global AI-Enabled Medical Imaging Solutions Market (Neurology), $Million, 2020-2032
- Figure 96: Global AI-Enabled Medical Imaging Solutions Market (Respiratory), $Million, 2020-2032
- Figure 97: Global AI-Enabled Medical Imaging Solutions Market (Orthopedics), $Million, 2020-2032
- Figure 98: Global AI-Enabled Medical Imaging Solutions Market (Others), $Million, 2020-2032
- Figure 99: Global AI-Enabled Medical Imaging Solutions Market (General Imaging), $Million, 2020-2032
- Figure 100: Global AI-Enabled Medical Imaging Solutions Market Share and CAGR (by Region), 2021 and 2022-2032
- Figure 101: North America AI-Enabled Medical Imaging Solutions Market Incremental Opportunity (by Country), $Million, 2021-2032
- Figure 102: North America AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 103: North America AI-Enabled Medical Imaging Solutions Market (by Country), Share (%), 2021 and 2032
- Figure 104: U.S. AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 105: Canada AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 106: Europe AI-Enabled Medical Imaging Solutions Market Incremental Opportunity (by Country), $Million, 2021-2032
- Figure 107: Europe AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 108: Europe AI-Enabled Medical Imaging Solutions Market (by Country), Share (%), 2021 and 2032
- Figure 109: Germany AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 110: U.K. AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 111: France AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 112: Italy AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 113: Spain AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 114: Switzerland AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 115: Sweden AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 116: Netherlands AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 117: Rest-of-Europe AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 118: Asia-Pacific AI-Enabled Medical Imaging Solutions Market Incremental Opportunity (by Country), $Million, 2021-2032
- Figure 119: Asia-Pacific AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 120: Asia-Pacific AI-Enabled Medical Imaging Solutions Market (by Country), Share (%), 2021 and 2032
- Figure 121: China AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 122: Japan AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 123: Australia and New Zealand AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 124: India AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 125: South Korea AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 126: Singapore AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 127: Rest-of-Asia-Pacific AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 128: Rest-of-the-World AI-Enabled Medical Imaging Solutions Market Incremental Opportunity (by Country), $Million, 2021-2032
- Figure 129: Rest-of-the-World AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 130: Rest-of-the-World AI-Enabled Medical Imaging Solutions Market (by Country), Share (%), 2021 and 2032
- Figure 131: Israel AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 132: Brazil AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 133: Mexico AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 134: Rest-of-Rest-of-the-World AI-Enabled Medical Imaging Solutions Market, $Million, 2020-2032
- Figure 135: Share of Key Developments and Strategies, January 2019-November 2022
- Figure 136: Partnerships, Alliances, and Business Expansions (by Company), January 2019-November 2022
- Figure 137: Regulatory and Legal Activities (by Company), January 2019-November 2022
- Figure 138: New Offerings (by Company), January 2019-November 2022
- Figure 139: Funding Activities (by Company), January 2019-November 2022
- Figure 140: Mergers and Acquisitions (by Company), January 2019-November 2022
- Figure 141: Key Development Analysis (Heat Map), January 2019-November 2022
- Figure 142: Agfa-Gevaert Group: Product Portfolio
- Figure 143: Agfa-Gevaert Group: Overall Financials, $Million, 2019-2021
- Figure 144: Agfa-Gevaert Group: Net Revenue (by Segment), $Million, 2019-2021
- Figure 145: Agfa-Gevaert Group: Net Revenue (by Region), $Million, 2019-2021
- Figure 146: Agfa-Gevaert Group: R&D Expenditure, $Million, 2019-2021
- Figure 147: Aidoc: Product Portfolio
- Figure 148: Blackford Analysis Limited: Product Portfolio
- Figure 149: Butterfly Network, Inc.: Product Portfolio
- Figure 150: Butterfly Network, Inc.: Overall Financials, $Million, 2019-2021
- Figure 151: Butterfly Network, Inc.: Net Revenue (by Segment), $Million, 2019-2021
- Figure 152: Butterfly Network, Inc.: Net Revenue (by Region), $Million, 2019-2021
- Figure 153: Butterfly Network, Inc.: R&D Expenditure, $Million, 2019-2021
- Figure 154: Canon Inc.: Product Portfolio
- Figure 155: Canon, Inc.: Overall Financials, $Million, 2019-2021
- Figure 156: Canon, Inc.: Net Revenue (by Segment), $Million, 2019-2021
- Figure 157: Canon, Inc.: Revenue (by Region), 2019-2021
- Figure 158: Canon, Inc.: R&D Expenditure, $Million, 2019-2021
- Figure 159: Caption Health: Product Portfolio
- Figure 160: Carestream Health Inc.: Product Portfolio
- Figure 161: FUJIFILM Holdings Corporation: Product Portfolio
- Figure 162: FUJIFILM Holdings Corporation: Overall Financials, $Million, 2019-2021
- Figure 163: FUJIFILM Holdings Corporation: Net Revenue (by Segment), $Million, 2020-2021
- Figure 164: FUJIFILM Holdings Corporation: Net Revenue (by Healthcare Segment), $Million, 2020-2021
- Figure 165: FUJIFILM Holdings Corporation: Net Revenue (by Region), $Million, 2020-2021
- Figure 166: FUJIFILM Holdings Corporation: R&D Expenditure, $Million, 2019-2021
- Figure 167: General Electric Company: Product Portfolio
- Figure 168: General Electric Company: Overall Financials, $Million, 2019-2021
- Figure 169: General Electric Company: Net Revenue (by Segment), $Million, 2019-2021
- Figure 170: General Electric Company: Net Revenue (by Region), $Million, 2019-2021
- Figure 171: General Electric Company: R&D Expenditure, $Million, 2019-2021
- Figure 172: Hologic, Inc.: Product Portfolio
- Figure 173: Hologic, Inc.: Overall Financials, $Million, 2019-2021
- Figure 174: Hologic, Inc.: Net Revenue (by Segment), $Million, 2019-2021
- Figure 175: Hologic, Inc.: Net Revenue (by Region), $Million, 2019-2021
- Figure 176: Hologic, Inc.: R&D Expenditure, $Million, 2019-2021
- Figure 177: iCAD, Inc.: Product Portfolio
- Figure 178: iCAD, Inc.: Overall Financials, $Million, 2019-2021
- Figure 179: iCAD, Inc.: Net Revenue (by Segment), $Million, 2019-2021
- Figure 180: Koninklijke Philips N.V.: Product Portfolio
- Figure 181: Koninklijke Philips N.V.: Overall Financials, $Million, 2019-2021
- Figure 182: Koninklijke Philips N.V.: Revenue (by Segment), $Million, 2019-2021
- Figure 183: Koninklijke Philips N.V.: Revenue (by Region), $Million, 2019-2021
- Figure 184: Koninklijke Philips N.V.: R&D Expenditure, $Million, 2019-2021
- Figure 185: NVIDIA Corporation: Product Portfolio
- Figure 186: NVIDIA Corporation: Overall Financials, $Million, 2019-2021
- Figure 187: NVIDIA Corporation: Net Revenue (by Segment), $Million, 2019-2021
- Figure 188: NVIDIA Corporation: Net Revenue (by Region), $Million, 2019-2021
- Figure 189: NVIDIA Corporation: R&D Expenditure, $Million, 2019-2021
- Figure 190: Siemens Healthineers AG: Product Portfolio
- Figure 191: Siemens Healthineers AG: Overall Financials, $Million, 2019-2021
- Figure 192: Siemens Healthineers AG: Net Revenue (by Segment), $Million, 2019-2021
- Figure 193: Siemens Healthineers AG: Net Revenue (by Region), $Million, 2019-2021
- Figure 194: Siemens Healthineers AG: R&D Expenditure, $Million, 2019-2021
- Figure 195: VUNO, Inc.: Product Portfolio
- List of Tables
- Table 1: Key Questions Answered in the Report
- Table 2: Parameters for Realistic, Optimistic, and Pessimistic Growth Scenarios
- Table 3: FDA Approved AI/ML-Based Medical Devices and Algorithms, 2020, 2021, and 2022
- Table 4: Global AI-Enabled Medical Imaging Solutions Market, Key Collaborations
- Table 5: AI-Enabled Medical Imaging Solutions Market, Start-Ups
- Table 6: List of Consortiums, Associations, and Regulatory Bodies
- Table 7: Global AI-Enabled Medical Imaging Solutions Market, Awaited Technologies
- Table 8: Investments and Fundings in AI Medical Imaging, 2019-2022
- Table 9: Comparison Between 2D Reading and AI-Enabled 3D DBT Reading
- Table 10: Accuracy of Disease Detection Using Artificial Intelligence
- Table 11: Global AI-Enabled Medical Imaging Solutions Market, Ongoing Clinical Trials for AI in Cardiology
- Table 12: Global AI-Enabled Medical Imaging Solutions Market, Ongoing Clinical Trials for AI in Oncology
- Table 13: Global AI-Enabled Medical Imaging Solutions Market, Ongoing Clinical Trials for AI in Neurology
- Table 14: Global AI-Enabled Medical Imaging Solutions Market, Ongoing Clinical Trials for AI in Respiratory Diseases
- Table 15: Global AI-Enabled Medical Imaging Solutions Market, Ongoing Clinical Trials for AI in Orthopedics
- Table 16: North America AI-Enabled Medical Imaging Solutions Market, Impact Analysis
- Table 17: Europe AI-Enabled Medical Imaging Solutions Market, Impact Analysis
- Table 18: Asia-Pacific AI-Enabled Medical Imaging Solutions Market, Impact Analysis
- Table 19: Rest-of-the-World AI-Enabled Medical Imaging Solutions Market, Impact Analysis
- Table 20: Agfa-Gevaert Group: Key Products and Features
- Table 21: Blackford Analysis Limited: Key Products and Features
- Table 22: Butterfly Network, Inc.: Key Products and Features
- Table 23: Canon Inc.: Key Products and Features
- Table 24: Caption Health: Key Products and Features
- Table 25: Carestream Health Inc.: Key Products and Features
- Table 26: FUJIFILM Holdings Corporation: Key Products and Features
- Table 27: General Electric Company: Key Products and Features
- Table 28: Hologic, Inc.: Key Products and Features
- Table 29: iCAD, Inc.: Key Products and Features
- Table 30: Koninklijke Philips N.V.: Key Products and Features
- Table 31: NVIDIA Corporation: Key Products and Features
- Table 32: Siemens Healthineers AG: Key Products and Features
- Table 33: VUNO, Inc.: Key Products and Features
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