Description
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
Based on modality, the global AI-enabled medical imaging solutions market is expected to be dominated by the computed tomography (CT) segment.
Segmentation 2: by Product
• Software
• Hardware
Based on product, the global AI-enabled medical imaging solutions market is dominated by the software segment.
Segmentation 3: by Deployment Model
• Cloud- and Web-Based Solutions
• On-Premises Solutions
Based on deployment model, the global AI-enabled medical imaging solutions market is dominated by the cloud- and web-based solutions segment.
Segmentation 4: by Workflow
• Image Acquisition
• Image Analysis
• Detection
• Diagnosis and Treatment Decision Support
• Predictive Analysis and Risk Assessment
• Triage
• Reporting and Communication
Based on workflow, the global AI-enabled medical imaging solutions market is dominated by the image analysis segment.
Segmentation 5: by Therapeutic Application
• Specialty Imaging
• General Imaging
Based on therapeutic application, the global AI-enabled medical imaging solutions market is dominated by the specialty imaging segment.
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
Based on region, the global AI-enabled medical imaging solutions market is dominated by North America.
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.
Demand – Drivers and Limitations
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
The market is expected to face some limitations as well due to the following restraints:
• Legal Implications of AI Systems
• Increasing Security Breaches Leading to Privacy and Security Concerns for Healthcare Data
How can this report add value to an organization?
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.
Table of Contents
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
Company Mentioned
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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