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PUBLISHER: Grand View Research | PRODUCT CODE: 1841952
PUBLISHER: Grand View Research | PRODUCT CODE: 1841952
AI In Radiology Market Size, Share & Trends Analysis Report By Component, By Technology, By Modality (Computed Tomography, Ultrasound), By Application, By End-use, By Region, And Segment Forecasts, 2025 - 2033
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AI in Radiology Market Summary
The global AI in radiology market size was estimated at USD 10.57 billion in 2024 and is projected to reach USD 193.02 billion by 2033, growing at a CAGR of 38.12% from 2025 to 2033. Rising demand for accurate and early disease detection, rapid growth in imaging volumes, and government initiatives and regulatory support are significant factors contributing to market growth.
In addition, growing emphasis on cost-efficiency in healthcare delivery and technological advancements in machine learning, natural language processing, and computer vision are some other factors fueling market growth further. The rising demand for accurate and early disease detection is a primary driver of the AI in radiology market. Chronic conditions such as cancer, cardiovascular diseases, and neurological disorders are increasing globally, necessitating advanced imaging tools for early intervention. AI-enabled image analysis enhances diagnostic accuracy by detecting subtle abnormalities that might be missed by human interpretation. Automated quantification and risk stratification further improve diagnostic confidence. These capabilities reduce variability across radiologists and support personalized treatment planning. For instance, in April 2024, Exo launched FDA-cleared AI applications for heart failure diagnosis and lung assessment on its Exo Iris handheld ultrasound device. Thus, as healthcare systems focus on value-based care, the adoption of AI in radiology is becoming essential.
Technological advancements in machine learning, natural language processing, and computer vision fuel the growth of the AI in radiology industry. Deep learning algorithms are improving in accuracy, enabling more reliable interpretation of complex imaging modalities such as CT, MRI, and PET scans. For instance, iPETcertum, developed by Claritas NucMed Technologies, received FDA 510(k) clearance in August 2025. It is an AI-powered software device that enhances PET, PET-CT, and PET-MRI scans by automating the segmentation and quantification of tumors and lesions.
Integration of large language models and generative AI supports advanced clinical decision-making and structured reporting. For instance, in February 2025, RapidAI secured FDA 510(k) clearance for Lumina 3D, an AI-powered, automated 3D imaging reconstruction solution for head and neck CTA. Lumina 3D enables near real-time, high-quality 3D vascular images, reducing manual workflow burdens and improving diagnostic speed, accuracy, and procedural planning for neuroradiologists and neuro-interventionalists. Furthermore, AI tools are increasingly designed to integrate seamlessly with PACS and electronic health record systems. These innovations provide radiologists with actionable insights, creating a more connected and efficient diagnostic ecosystem.
Global AI In Radiology Market Report Segmentation
This report forecasts revenue growth at the global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2021 to 2033. For this study, Grand View Research has segmented the global AI in radiology market report based on component, technology, modality, application, end use, and region:
- Component Outlook (Revenue, USD Million, 2021 - 2033)
- AI-enabled Devices
- Software & Platform
- Services
- Technology Outlook (Revenue, USD Million, 2021 - 2033)
- Machine Learning Algorithms
- Deep learning
- Supervised
- Unsupervised
- Others
- Natural Language Processing (NLP)
- Computer Vision Techniques
- Context-aware Computing
- Modality Outlook (Revenue, USD Million, 2021 - 2033)
- X-ray / Radiography
- Computed Tomography (CT)
- Magnetic Resonance Imaging (MRI)
- Ultrasound
- Mammography / Tomosynthesis
- Others
- Application Outlook (Revenue, USD Million, 2021 - 2033)
- Image Analysis
- Workflow Optimization
- Predictive Analytics
- Clinical Decision Support
- Others
- End Use Outlook (Revenue, USD Million, 2021 - 2033)
- Hospitals
- Clinics
- Diagnostic Imaging Centers
- Research and Academic Institutions
- Other
- Regional Outlook (Revenue, USD Million, 2021 - 2033)
- North America
- U.S.
- Canada
- Mexico
- Europe
- Germany
- UK
- France
- Italy
- Spain
- Denmark
- Sweden
- Norway
- Asia Pacific
- China
- Japan
- India
- South Korea
- Australia
- Thailand
- Latin America
- Brazil
- Argentina
- MEA
- South Africa
- Saudi Arabia
- UAE
- Kuwait
Product Code: GVR-4-68040-753-7
Table of Contents
Chapter 1. Methodology and Scope
- 1.1. Market Segmentation & Scope
- 1.2. Market Definitions
- 1.2.1. Component Segment
- 1.2.2. Technology Segment
- 1.2.3. Modality Segment
- 1.2.4. Application Segment
- 1.2.5. End Use
- 1.3. Information analysis
- 1.3.1. Market formulation & data visualization
- 1.4. Data validation & publishing
- 1.5. Information Procurement
- 1.5.1. Primary Research
- 1.6. Information or Data Analysis
- 1.7. Market Formulation & Validation
- 1.8. Market Model
- 1.9. Total Market: CAGR Calculation
- 1.10. Objectives
- 1.10.1. Objective 1
- 1.10.2. Objective 2
Chapter 2. Executive Summary
- 2.1. Market Outlook
- 2.2. Segment Snapshot
- 2.3. Competitive Insights Landscape
Chapter 3. AI in Radiology Market Variables, Trends & Scope
- 3.1. Market Lineage Outlook
- 3.1.1. Parent market outlook
- 3.1.2. Related/ancillary market outlook.
- 3.2. Market Dynamics
- 3.2.1. Market driver analysis
- 3.2.1.1. Rising demand for accurate and early disease detection
- 3.2.1.2. Technological advancements in machine learning, natural language processing, and computer vision
- 3.2.1.3. Increasing government initiatives and regulatory support
- 3.2.2. Market restraint analysis
- 3.2.2.1. Data security and privacy concerns
- 3.2.2.2. High costs of advanced devices
- 3.2.3. Market opportunity analysis
- 3.2.4. Market challenges analysis
- 3.2.1. Market driver analysis
- 3.3. AI in Radiology Market Analysis Tools
- 3.3.1. Industry Analysis - Porter's
- 3.3.1.1. Supplier power
- 3.3.1.2. Buyer power
- 3.3.1.3. Substitution threat
- 3.3.1.4. Threat of new entrant
- 3.3.1.5. Competitive rivalry
- 3.3.2. PESTEL Analysis
- 3.3.2.1. Political landscape
- 3.3.2.2. Technological landscape
- 3.3.2.3. Economic landscape
- 3.3.2.4. Environmental Landscape
- 3.3.2.5. Legal Landscape
- 3.3.2.6. Social Landscape
- 3.3.1. Industry Analysis - Porter's
- 3.4. Case Studies
- 3.5. Investment & funding scenario
- 3.6. Technology Analysis: Key Use Cases and Application
- 3.6.1. Machine Learning (ML)/Deep Learning
- 3.6.2. Natural Language Processing (NLP)
- 3.6.3. Computer Vision Techniques
- 3.6.4. Context-aware Computing
Chapter 4. AI in Radiology Market: Component Estimates & Trend Analysis
- 4.1. Segment Dashboard
- 4.2. Global AI in Radiology Market Component Movement Analysis
- 4.3. Global AI in Radiology Market Size & Trend Analysis, by Component, 2021 to 2033 (USD Million)
- 4.4. AI-enabled Devices
- 4.4.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
- 4.5. Software & Platform
- 4.5.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
- 4.6. Services
- 4.6.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
Chapter 5. AI in Radiology Market: Technology Estimates & Trend Analysis
- 5.1. Segment Dashboard
- 5.2. Global AI in Radiology Market Technology Movement Analysis
- 5.3. Global AI in Radiology Market Size & Trend Analysis, by Technology, 2021 to 2033 (USD Million)
- 5.4. Machine Learning Algorithms
- 5.4.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
- 5.4.2. Deep learning
- 5.4.2.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
- 5.4.3. Supervised
- 5.4.3.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
- 5.4.4. Unsupervised
- 5.4.4.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
- 5.4.5. Others
- 5.4.5.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
- 5.5. Natural Language Processing (NLP)
- 5.5.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
- 5.6. Computer Vision Techniques
- 5.6.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
- 5.7. Context-aware Computing
- 5.7.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
Chapter 6. AI in Radiology Market: Modality Estimates & Trend Analysis
- 6.1. Segment Dashboard
- 6.2. Global AI in Radiology Market Modality Movement Analysis
- 6.3. Global AI in Radiology Market Size & Trend Analysis, by Modality, 2021 to 2033 (USD Million)
- 6.4. X-ray / Radiography
- 6.4.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
- 6.5. Computed Tomography (CT)
- 6.5.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
- 6.6. Magnetic Resonance Imaging (MRI)
- 6.6.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
- 6.7. Ultrasound
- 6.7.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
- 6.8. Mammography / Tomosynthesis
- 6.8.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
- 6.9. Others
- 6.9.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
Chapter 7. AI in Radiology Market: Application Estimates & Trend Analysis
- 7.1. Segment Dashboard
- 7.2. Global AI in Radiology Market Application Movement Analysis
- 7.3. Global AI in Radiology Market Size & Trend Analysis, by Application, 2021 to 2033 (USD Million)
- 7.4. Image Analysis
- 7.4.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
- 7.5. Workflow Optimization
- 7.5.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
- 7.6. Predictive Analytics
- 7.6.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
- 7.7. Clinical Decision Support
- 7.7.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
- 7.8. Others
- 7.8.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
Chapter 8. AI in Radiology Market: End Use Estimates & Trend Analysis
- 8.1. Segment Dashboard
- 8.2. Global AI in Radiology Market End Use Movement Analysis
- 8.3. Global AI in Radiology Market Size & Trend Analysis, by End Use, 2021 to 2033 (USD Million)
- 8.4. Hospitals
- 8.4.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
- 8.5. Clinics
- 8.5.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
- 8.6. Diagnostic Imaging Centers
- 8.6.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
- 8.7. Research and Academic Institutions
- 8.7.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
- 8.8. Others
- 8.8.1. Market estimates and forecasts, 2021 to 2033 (USD Million)
Chapter 9. AI in Radiology Market: Regional Estimates & Trend Analysis
- 9.1. Regional Market Share Analysis, 2024 & 2033
- 9.2. Regional Market Dashboard
- 9.3. Market Size & Forecasts Trend Analysis, 2021 to 2033:
- 9.4. North America
- 9.4.1. U.S.
- 9.4.1.1. Key country dynamics
- 9.4.1.2. Regulatory framework
- 9.4.1.3. Competitive scenario
- 9.4.1.4. U.S. market estimates and forecasts, 2021 to 2033 (USD Million)
- 9.4.2. Canada
- 9.4.2.1. Key country dynamics
- 9.4.2.2. Regulatory framework
- 9.4.2.3. Competitive scenario
- 9.4.2.4. Canada market estimates and forecasts, 2021 to 2033 (USD Million)
- 9.4.3. Mexico
- 9.4.3.1. Key country dynamics
- 9.4.3.2. Regulatory framework
- 9.4.3.3. Competitive scenario
- 9.4.3.4. Mexico market estimates and forecasts, 2021 to 2033 (USD Million)
- 9.4.1. U.S.
- 9.5. Europe
- 9.5.1. UK
- 9.5.1.1. Key country dynamics
- 9.5.1.2. Regulatory framework
- 9.5.1.3. Competitive scenario
- 9.5.1.4. UK market estimates and forecasts, 2021 to 2033 (USD Million)
- 9.5.2. Germany
- 9.5.2.1. Key country dynamics
- 9.5.2.2. Regulatory framework
- 9.5.2.3. Competitive scenario
- 9.5.2.4. Germany market estimates and forecasts, 2021 to 2033 (USD Million)
- 9.5.3. France
- 9.5.3.1. Key country dynamics
- 9.5.3.2. Regulatory framework
- 9.5.3.3. Competitive scenario
- 9.5.3.4. France market estimates and forecasts, 2021 to 2033 (USD Million)
- 9.5.4. Italy
- 9.5.4.1. Key country dynamics
- 9.5.4.2. Regulatory framework
- 9.5.4.3. Competitive scenario
- 9.5.4.4. Italy market estimates and forecasts, 2021 to 2033 (USD Million)
- 9.5.5. Spain
- 9.5.5.1. Key country dynamics
- 9.5.5.2. Regulatory framework
- 9.5.5.3. Competitive scenario
- 9.5.5.4. Spain market estimates and forecasts, 2021 to 2033 (USD Million)
- 9.5.6. Norway
- 9.5.6.1. Key country dynamics
- 9.5.6.2. Regulatory framework
- 9.5.6.3. Competitive scenario
- 9.5.6.4. Norway market estimates and forecasts, 2021 to 2033 (USD Million)
- 9.5.7. Sweden
- 9.5.7.1. Key country dynamics
- 9.5.7.2. Regulatory framework
- 9.5.7.3. Competitive scenario
- 9.5.7.4. Sweden market estimates and forecasts, 2021 to 2033 (USD Million)
- 9.5.8. Denmark
- 9.5.8.1. Key country dynamics
- 9.5.8.2. Regulatory framework
- 9.5.8.3. Competitive scenario
- 9.5.8.4. Denmark market estimates and forecasts, 2021 to 2033 (USD Million)
- 9.5.1. UK
- 9.6. Asia Pacific
- 9.6.1. Japan
- 9.6.1.1. Key country dynamics
- 9.6.1.2. Regulatory framework
- 9.6.1.3. Competitive scenario
- 9.6.1.4. Japan market estimates and forecasts, 2021 to 2033 (USD Million)
- 9.6.2. China
- 9.6.2.1. Key country dynamics
- 9.6.2.2. Regulatory framework
- 9.6.2.3. Competitive scenario
- 9.6.2.4. China market estimates and forecasts, 2021 to 2033 (USD Million)
- 9.6.3. India
- 9.6.3.1. Key country dynamics
- 9.6.3.2. Regulatory framework
- 9.6.3.3. Competitive scenario
- 9.6.3.4. India market estimates and forecasts, 2021 to 2033 (USD Million)
- 9.6.4. Australia
- 9.6.4.1. Key country dynamics
- 9.6.4.2. Regulatory framework
- 9.6.4.3. Competitive scenario
- 9.6.4.4. Australia market estimates and forecasts, 2021 to 2033 (USD Million)
- 9.6.5. South Korea
- 9.6.5.1. Key country dynamics
- 9.6.5.2. Regulatory framework
- 9.6.5.3. Competitive scenario
- 9.6.5.4. South Korea market estimates and forecasts, 2021 to 2033 (USD Million)
- 9.6.6. Thailand
- 9.6.6.1. Key country dynamics
- 9.6.6.2. Regulatory framework
- 9.6.6.3. Competitive scenario
- 9.6.6.4. Thailand market estimates and forecasts, 2021 to 2033 (USD Million)
- 9.6.1. Japan
- 9.7. Latin America
- 9.7.1. Brazil
- 9.7.1.1. Key country dynamics
- 9.7.1.2. Regulatory framework
- 9.7.1.3. Competitive scenario
- 9.7.1.4. Brazil market estimates and forecasts, 2021 to 2033 (USD Million)
- 9.7.2. Argentina
- 9.7.2.1. Key country dynamics
- 9.7.2.2. Regulatory framework
- 9.7.2.3. Competitive scenario
- 9.7.2.4. Argentina market estimates and forecasts, 2021 to 2033 (USD Million)
- 9.7.1. Brazil
- 9.8. MEA
- 9.8.1. South Africa
- 9.8.1.1. Key country dynamics
- 9.8.1.2. Regulatory framework
- 9.8.1.3. Competitive scenario
- 9.8.1.4. South Africa market estimates and forecasts, 2021 to 2033 (USD Million)
- 9.8.2. Saudi Arabia
- 9.8.2.1. Key country dynamics
- 9.8.2.2. Regulatory framework
- 9.8.2.3. Competitive scenario
- 9.8.2.4. Saudi Arabia market estimates and forecasts, 2021 to 2033 (USD Million)
- 9.8.3. UAE
- 9.8.3.1. Key country dynamics
- 9.8.3.2. Regulatory framework
- 9.8.3.3. Competitive scenario
- 9.8.3.4. UAE market estimates and forecasts, 2021 to 2033 (USD Million)
- 9.8.4. Kuwait
- 9.8.4.1. Key country dynamics
- 9.8.4.2. Regulatory framework
- 9.8.4.3. Competitive scenario
- 9.8.4.4. Kuwait market estimates and forecasts, 2021 to 2033 (USD Million)
- 9.8.1. South Africa
Chapter 10. Competitive Landscape
- 10.1. Company/Competition Categorization
- 10.2. Strategy Mapping
- 10.3. Company Market Position Analysis, 2024
- 10.4. Company Profiles/Listing
- 10.4.1. Siemens Healthineers AG
- 10.4.1.1. Company overview
- 10.4.1.2. Financial performance
- 10.4.1.3. Product benchmarking
- 10.4.1.4. Strategic initiatives
- 10.4.2. GE HealthCare
- 10.4.2.1. Company overview
- 10.4.2.2. Financial performance
- 10.4.2.3. Product benchmarking
- 10.4.2.4. Strategic initiatives
- 10.4.3. Koninklijke Philips N.V.
- 10.4.3.1. Company overview
- 10.4.3.2. Financial performance
- 10.4.3.3. Product benchmarking
- 10.4.3.4. Strategic initiatives
- 10.4.4. Canon Medical Systems
- 10.4.4.1. Company overview
- 10.4.4.2. Financial performance
- 10.4.4.3. Product benchmarking
- 10.4.4.4. Strategic initiatives
- 10.4.5. Fujifilm Holdings Corporation
- 10.4.5.1. Company overview
- 10.4.5.2. Financial performance
- 10.4.5.3. Product benchmarking
- 10.4.5.4. Strategic initiatives
- 10.4.6. Aidoc
- 10.4.6.1. Company overview
- 10.4.6.2. Financial performance
- 10.4.6.3. Product benchmarking
- 10.4.6.4. Strategic initiatives
- 10.4.7. Tempus AI
- 10.4.7.1. Company overview
- 10.4.7.2. Financial performance
- 10.4.7.3. Product benchmarking
- 10.4.7.4. Strategic initiatives
- 10.4.8. Lunit
- 10.4.8.1. Company overview
- 10.4.8.2. Financial performance
- 10.4.8.3. Product benchmarking
- 10.4.8.4. Strategic initiatives
- 10.4.9. Viz.ai
- 10.4.9.1. Company overview
- 10.4.9.2. Financial performance
- 10.4.9.3. Product benchmarking
- 10.4.9.4. Strategic initiatives
- 10.4.10. Riverain Technologies
- 10.4.10.1. Company overview
- 10.4.10.2. Financial performance
- 10.4.10.3. Product benchmarking
- 10.4.10.4. Strategic initiatives
- 10.4.11. Qure.ai
- 10.4.11.1. Company overview
- 10.4.11.2. Financial performance
- 10.4.11.3. Product benchmarking
- 10.4.11.4. Strategic initiatives
- 10.4.12. Infervision
- 10.4.12.1. Company overview
- 10.4.12.2. Financial performance
- 10.4.12.3. Product benchmarking
- 10.4.12.4. Strategic initiatives
- 10.4.1. Siemens Healthineers AG
Product Code: GVR-4-68040-753-7
List of Tables
- Table 1 List of abbreviations
- Table 2 Global AI in radiology market, by region, 2021 - 2033 (USD Million)
- Table 3 Global AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 4 Global AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 5 Global AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 6 Global AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 7 Global AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 8 North America AI in radiology market, by country, 2021 - 2033 (USD Million)
- Table 9 North America AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 10 North America AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 11 North America AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 12 North America AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 13 North America AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 14 U.S. AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 15 U.S. AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 16 U.S. AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 17 U.S. AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 18 U.S. AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 19 Canada AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 20 Canada AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 21 Canada AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 22 Canada AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 23 Canada AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 24 Mexico AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 25 Mexico AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 26 Mexico AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 27 Mexico AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 28 Mexico AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 29 Europe AI in radiology market, by country, 2021 - 2033 (USD Million)
- Table 30 Europe AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 31 Europe AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 32 Europe AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 33 Europe AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 34 Europe AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 35 UK AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 36 UK AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 37 UK AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 38 UK AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 39 UK AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 40 Germany AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 41 Germany AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 42 Germany AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 43 Germany AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 44 Germany AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 45 France AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 46 France AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 47 France AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 48 France AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 49 France AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 50 Italy AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 51 Italy AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 52 Italy AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 53 Italy AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 54 Italy AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 55 Spain AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 56 Spain AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 57 Spain AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 58 Spain AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 59 Spain AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 60 Denmark AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 61 Denmark AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 62 Denmark AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 63 Denmark AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 64 Denmark AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 65 Sweden AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 66 Sweden AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 67 Sweden AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 68 Sweden AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 69 Sweden AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 70 Norway AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 71 Norway AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 72 Norway AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 73 Norway AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 74 Norway AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 75 Asia Pacific AI in radiology market, by country, 2021 - 2033 (USD Million)
- Table 76 Asia Pacific AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 77 Asia Pacific AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 78 Asia Pacific AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 79 Asia Pacific AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 80 Asia Pacific AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 81 China AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 82 China AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 83 China AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 84 China AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 85 China AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 86 Japan AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 87 Japan AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 88 Japan AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 89 Japan AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 90 Japan AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 91 India AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 92 India AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 93 India AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 94 India AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 95 India AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 96 South Korea AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 97 South Korea AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 98 South Korea AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 99 South Korea AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 100 South Korea AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 101 Australia AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 102 Australia AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 103 Australia AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 104 Australia AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 105 Australia AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 106 Thailand AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 107 Thailand AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 108 Thailand AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 109 Thailand AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 110 Thailand AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 111 Latin America AI in radiology market, by country, 2021 - 2033 (USD Million)
- Table 112 Latin America AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 113 Latin America AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 114 Latin America AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 115 Latin America AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 116 Latin America AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 117 Brazil AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 118 Brazil AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 119 Brazil AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 120 Brazil AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 121 Brazil AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 122 Argentina AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 123 Argentina AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 124 Argentina AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 125 Argentina AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 126 Argentina AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 127 MEA AI in radiology market, by country, 2021 - 2033 (USD Million)
- Table 128 MEA AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 129 MEA AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 130 MEA AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 131 MEA AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 132 MEA AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 133 South Africa AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 134 South Africa AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 135 South Africa AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 136 South Africa AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 137 South Africa AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 138 Saudi Arabia AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 139 Saudi Arabia AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 140 Saudi Arabia AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 141 Saudi Arabia AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 142 Saudi Arabia AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 143 UAE AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 144 UAE AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 145 UAE AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 146 UAE AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 147 UAE AI in radiology market, by end use, 2021 - 2033 (USD Million)
- Table 148 Kuwait AI in radiology market, by component, 2021 - 2033 (USD Million)
- Table 149 Kuwait AI in radiology market, by application, 2021 - 2033 (USD Million)
- Table 150 Kuwait AI in radiology market, by modality, 2021 - 2033 (USD Million)
- Table 151 Kuwait AI in radiology market, by technology, 2021 - 2033 (USD Million)
- Table 152 Kuwait AI in radiology market, by end use, 2021 - 2033 (USD Million)
List of Figures
- Fig. 1 Market research process
- Fig. 2 Market research process
- Fig. 3 Data triangulation techniques
- Fig. 4 Market formulation & validation
- Fig. 5 AI in radiology market: Market outlook
- Fig. 6 AI in radiology market: Segment outlook
- Fig. 7 AI in radiology market: Competitive landscape outlook
- Fig. 8 Parent market outlook
- Fig. 9 AI in radiology market driver impact
- Fig. 10 AI in radiology market restraint impact
- Fig. 11 AI in radiology market: Component outlook and key takeaways
- Fig. 12 AI in radiology market: Component movement analysis
- Fig. 13 AI-enabled devices market estimates and forecasts,2021 - 2033 (USD Million)
- Fig. 14 Software & platform market estimates and forecasts,2021 - 2033 (USD Million)
- Fig. 15 Services market estimates and forecasts,2021 - 2033 (USD Million)
- Fig. 16 AI in radiology market: Technology outlook and key takeaways
- Fig. 17 AI in radiology market: Technology movement analysis
- Fig. 18 Machine learning algorithms market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 19 Deep learning market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 20 Supervised market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 21 Unsupervised market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 22 Others market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 23 Natural language processing (NLP) market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 24 Computer vision techniques market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 25 Context-aware computing market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 26 AI in radiology market: Modality outlook and key takeaways
- Fig. 27 AI in radiology market: Modality movement analysis
- Fig. 28 X-ray / radiography market estimates and forecasts,2021 - 2033 (USD Million)
- Fig. 29 Computed Tomography (CT) market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 30 Magnetic Resonance Imaging (MRI) market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 31 Ultrasound market estimates and forecasts,2021 - 2033 (USD Million)
- Fig. 32 Mammography / Tomosynthesis market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 33 Others market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 34 AI in radiology market: Application outlook and key takeaways
- Fig. 35 AI in radiology market: Application movement analysis
- Fig. 36 Image analysis market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 37 Workflow optimization market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 38 Predictive analytics market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 39 Clinical decision support market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 40 Others market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 41 AI in radiology market: End use outlook and key takeaways
- Fig. 42 AI in radiology market: End use movement analysis
- Fig. 43 Hospitals market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 44 Clinics market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 45 Diagnostic imaging centers market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 46 Research and academic institutions market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 47 Others market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 48 Global AI in radiology market: Regional outlook and key takeaways
- Fig. 49 Global AI in radiology market: Regional movement analysis
- Fig. 50 North America market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 51 U.S. key country dynamics
- Fig. 52 U.S. market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 53 Canada key country dynamics
- Fig. 54 Canada market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 55 Mexico key country dynamics
- Fig. 56 Mexico market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 57 Europe market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 58 UK key country dynamics
- Fig. 59 UK market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 60 Germany key country dynamics
- Fig. 61 Germany market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 62 France key country dynamics
- Fig. 63 France market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 64 Italy key country dynamics
- Fig. 65 Italy market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 66 Spain key country dynamics
- Fig. 67 Spain market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 68 Denmark key country dynamics
- Fig. 69 Denmark market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 70 Sweden key country dynamics
- Fig. 71 Sweden market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 72 Norway key country dynamics
- Fig. 73 Norway market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 74 Asia Pacific market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 75 Japan key country dynamics
- Fig. 76 Japan market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 77 China key country dynamics
- Fig. 78 China market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 79 India key country dynamics
- Fig. 80 India market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 81 Thailand key country dynamics
- Fig. 82 Thailand market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 83 South Korea key country dynamics
- Fig. 84 South Korea market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 85 Australia key country dynamics
- Fig. 86 Australia market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 87 Latin America market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 88 Brazil key country dynamics
- Fig. 89 Brazil market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 90 Argentina key country dynamics
- Fig. 91 Argentina market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 92 Middle East and Africa market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 93 South Africa key country dynamics
- Fig. 94 South Africa market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 95 Saudi Arabia key country dynamics
- Fig. 96 Saudi Arabia market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 97 UAE key country dynamics
- Fig. 98 UAE market estimates and forecasts, 2021 - 2033 (USD Million)
- Fig. 99 Kuwait key country dynamics
- Fig. 100 Kuwait market estimates and forecasts, 2021 - 2033 (USD Million)
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