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AI in Medical Imaging Market Trends, Growth, Insights by 2031
The application of artificial intelligence (AI) in medical imaging is one of the most promising areas of health and medical innovation. Certainly, AI finds various applications in medical imaging such as image acquisition, processing to aided reporting, follow-up planning, data storage, data mining, and others. In recent years, AI has shown remarkable precision and sensitivity in the classification of imaging abnormalities and ensures to improve tissue-based detection and characterization. Machine learning (ML), a subfield of AI, incorporates computational models and algorithms that reflect the architecture of the biological neural networks in the brain. Neural network architecture is structured in layers made of interconnected nodes. Each node of the network performs a weighted sum of the input data that are consequently transferred to an activation function. The inclusion of AI in healthcare and medical imaging changed the mode of diagnostics, which contributed to the growth of the global AI in medical imaging market.
Artificial intelligence helps physicians in the execution of the image capturing procedure and grants support to diagnose these images for the diagnosis and individualized treatment of every patient. Researchers have applied AI to automatically recognize complicated patterns in imaging data and provide quantitative evaluations of radiographic characteristics. In radiation oncology, AI has been applied to several distinct image modalities that are used at various stages of the treatment. Radiomics, the extraction of a considerable number of image characteristics from radiation images with a high-throughput method, is one of the most popular research topics today in medical imaging research. Moreover, AI is an essential boosting power of processing a massive number of medical images and therefore, uncovers disease symptoms that fail to be recognized normally. Thus, the AI in medical imaging market is expected to grow during the forecast period.
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The outbreak of the COVID-19 virus has widely spread all over the world since the beginning of 2020. Artificial intelligence using the deep learning technology has earned great success in the medical imaging domain due to its high ability of feature extraction. Mainly, deep learning was applied to identify and differentiate bacterial and viral pneumonia on pediatric chest radiographs. Attempts have also been made to identify various imaging features of chest CT, resulting in increased popularity for AI in medical imaging market amid the pandemic. However, with COVID-19 cases on the rise across the world, emerging AI technologies are developed to support hospitals in scaling treatment in the second wave. The COVID-19 pandemic has boosted the demand for enterprise imaging and telehealth by providing remote access to images and reports. It also highlights the significance of expanding the use of AI and machine learning in imaging, with the dual goals of improving diagnoses and improving clinician well-being and job security.
Scientists have made important additions to the campaign of fighting against COVID-19; there are increasing research findings, with each passing day, such as analysis reports and publications reported by both industrial and academic researchers. The use of Artificial Intelligence (AI) in the field of medical imaging research in disease detection and prediction has been gaining popularity. As compared to traditional image processing approaches, AI-based image analysis algorithms provide more reliable, efficient, fast, stable, and reproducible disease information. Hence, image analysis, image segmentation of infected lung areas, and analyses for clinical evaluation are the foundations of AI-based COVID-19 diagnosis procedures. These AI-based approaches have demonstrated significant commercialization potential for AI in medical imaging market during the forecast period.
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The increasing recognition of the advantages offered by AI techniques and their wide utilization areas have led to the adoption of AI in the healthcare and medical imaging sectors. Several key players in the AI in medical imaging market are beginning to merge or collaborate with leading AI technology providers to innovate AI-based solutions for applications in healthcare. Such approaches allow these market players to offer advanced solutions to their consumers and establish their position in this dynamic market space. Due to the expanding demand for AI-based techniques, achieving advancements are encouraging companies to gain momentum in terms of developing advanced products and tools. However, there are several areas wherein the AI technology is expected to witness a great impact. This includes enhanced diagnosis and incidental findings of images, predictive image analysis, and workflow efficiency with data analysis, report generation, and prioritization of key findings. This is likely to generate new opportunities for the players in the AI in medical imaging market.
Practitioners and radiologists consider that skills such as empathy and persuasion are humanistic skills, and thus, technologies cannot entirely rule out the presence of a specialist. Besides, there is a concern that patients may show an undue preference toward these technologies and may abandon necessary in-person methods, which might also challenge long-term doctor-patient relationships. However, presently, many healthcare experts have suspicions about the abilities of AI solutions in terms of precisely diagnosing patient conditions. Thus, it is challenging to persuade providers that AI-based solutions are cost-effective, practical, and safe solutions that offer assistance to doctors and better care for patients. Nevertheless, there is a possibility in the upcoming years that medical experts and radiologists might show more inclination toward AI-based technologies in healthcare. This is likely to prove propitious for the global AI in medical imaging market during the forecast period.
Developing nations are focusing on aggregating their stakes in AI that will help organizations to integrate AI with medical imaging to enhance their revenue share. For instance, China aims to be the global leader in AI by the year 2030. The plan involves large government funding and investments to upsurge the adoption of AI solutions in companies. Moreover, the rising patient population in countries such as India, China, and Brazil is anticipated to offer meaningful growth opportunities for players operating in the AI in medical imaging market. The global AI in medical imaging market is projected to reach the value of US$ 20.11 Bn by 2031, expanding at a CAGR of 36.1% during the forecast period.
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Analysts' Viewpoint
Advanced AI algorithm solutions are likely to distinguish themselves by helping in notable time saving in the formation of radiology reports as well as highlighting key findings. They can also conduct predictive analysis and processed tissue analysis of medical imaging scans that can be difficult with the naked eye. In addition, AI-based technologies provide specialists with several tools that help them to treat patients effectively. However, the AI in medical imaging market is in the nascent stage and thus, there might be some obstacles to overcome before AI becomes conventional in medical imaging.
AI in Medical Imaging Market – Segmentation
TMR’s research study assesses the AI in medical imaging market on the basis of solution, AI technology, image acquisition technology, clinical application, end user, and region. The report presents extensive market dynamics and progressive trends associated with different segments, and how they influence the growth prospects of the AI in medical imaging market.
| Solution |
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| AI Technology |
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| Image Acquisition Technology |
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| Clinical Application |
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| End User |
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The global AI in medical imaging market is projected to reach the value of US$ 20.11 Bn by 2031.
AI in medical imaging market is anticipated to grow at a CAGR of 36.1% during the forecast period
North America accounted for a major share of the global AI in medical imaging market
The inclusion of AI in healthcare and medical imaging changed the mode of diagnostics, which contributed to the growth of the global AI in medical imaging market.
Key players in the global AI in medical imaging market include Agfa Healthcare, Ada Health GmbH , Arterys, Bay Labs, Inc. (Caption Health Inc.), Babylon, BenevolentAI, Butterfly Network, Inc., EchoNous, Inc., Enlitic, Inc., Gauss Surgical, GE Healthcare, IBM Corporation, Lunit Inc., Microsoft Corporation, NVIDIA Corporation, Philips Healthcare, OrCam, Qure.ai, Siemens Healthineers AG, and Zebra Medical Vision.
1. Preface
1.1. Market Introduction
1.2. Market Segmentation
1.3. Key Research Objectives
2. Assumptions and Research Methodology
2.1. Research Methodology
2.1.1. List of Primary and Secondary Sources
2.2. Key Assumptions for Data Modelling
3. Executive Summary - Global AI in Medical Imaging Market
4. Market Overview
4.1. Market Definition
4.2. Technology/Product Roadmap
4.3. Market Factor Analysis
4.3.1. Forecast Factors
4.3.2. Ecosystem/ Value Chain Analysis
4.3.3. Market Dynamics (Growth Influencers)
4.3.3.1. Drivers
4.3.3.2. Restraints
4.3.3.3. Opportunities
4.3.3.4. Impact Analysis of Drivers and Restraints
4.4. COVID-19 Impact Analysis
4.4.1. Impact of COVID-19 on the AI in Medical Imaging Market
4.4.2. End-user Sentiment Analysis: Comparative Analysis on Spending
4.4.2.1. Increase in Spending
4.4.2.2. Decrease in Spending
4.4.3. Short Term and Long Term Impact on the Market
4.5. Use Cases of AI in Medical Imaging
4.6. Market Opportunity Assessment – by Region (North America/ Europe/ Asia Pacific/ Middle East & Africa/ South America)
4.6.1. By Solution
4.6.2. By AI Technology
4.6.3. By Image Acquisition Technology
4.6.4. By Clinical Application
4.6.5. By End-user
4.7. Competitive Scenario
4.7.1. List of Emerging, Prominent and Leading Players
4.7.2. Major Mergers & Acquisitions, Expansions, Partnership, Contacts, Deals, Etc.
5. Global AI in Medical Imaging Market Analysis and Forecast
5.1. Market Revenue Analysis (US$ Mn), 2016-2031
5.1.1. Historic Growth Trends, 2016-2020
5.1.2. Forecast Trends, 2021-2031
6. Global AI in Medical Imaging Market Analysis, by Solution
6.1. Key Segment Analysis
6.2. AI in Medical Imaging Market Size (US$ Mn) Forecast, by Solution, 2018 - 2031
6.2.1. Software Tools/Platforms
6.2.2. Services
6.2.2.1. Integration
6.2.2.2. Development
7. Global AI in Medical Imaging Market Analysis, by AI Technology
7.1. Key Segment Analysis
7.2. AI in Medical Imaging Market Size (US$ Mn) Forecast, by AI Technology, 2018 - 2031
7.2.1. Deep Learning
7.2.2. Computer Vision
7.2.3. Others
8. Global AI in Medical Imaging Market Analysis, by Image Acquisition Technology
8.1. Key Segment Analysis
8.2. AI in Medical Imaging Market Size (US$ Mn) Forecast, by Image Acquisition Technology, 2018 - 2031
8.2.1. X-ray
8.2.2. Computed Tomography (CT)
8.2.3. Magnetic Resonance Imaging
8.2.4. Ultrasound Imaging
8.2.5. Molecular Imaging
9. Global AI in Medical Imaging Market Analysis, by Clinical Application
9.1. Key Segment Analysis
9.2. AI in Medical Imaging Market Size (US$ Mn) Forecast, by Clinical Application, 2018 - 2031
9.2.1. Cardiovascular
9.2.2. Neurology
9.2.3. Lung (Respiratory System)
9.2.4. Breast (Mammography)
9.2.5. Oncology
9.2.6. Pathology
9.2.7. Liver (GI)
9.2.8. Oral Diagnostics
9.2.9. Rest of Body
10. Global AI in Medical Imaging Market Analysis, by End-user
10.1. Key Segment Analysis
10.2. AI in Medical Imaging Market Size (US$ Mn) Forecast, by End-user, 2018 - 2031
10.2.1. Hospitals
10.2.2. R&D Centers
10.2.3. Laboratories & Diagnostic Centers
11. Global AI in Medical Imaging Market Analysis and Forecast, by Region
11.1. Key Findings
11.2. AI in Medical Imaging Market Size (US$ Mn) Forecast, by Region, 2018 - 2031
11.2.1. North America
11.2.2. Europe
11.2.3. Asia Pacific
11.2.4. Middle East & Africa
11.2.5. South America
12. North America AI in Medical Imaging Market Analysis
12.1. Regional Outlook
12.2. AI in Medical Imaging Market Size (US$ Mn) Analysis and Forecast (2018 - 2031)
12.2.1. By Solution
12.2.2. By AI Technology
12.2.3. By Image Acquisition Technology
12.2.4. By Clinical Application
12.2.5. By End-user
12.3. AI in Medical Imaging Market Size (US$ Mn) Forecast, by Country, 2018 - 2031
12.3.1. U.S.
12.3.2. Canada
12.3.3. Mexico
13. Europe AI in Medical Imaging Market Analysis and Forecast
13.1. Regional Outlook
13.2. AI in Medical Imaging Market Size (US$ Mn) Analysis and Forecast (2018 - 2031)
13.2.1. By Solution
13.2.2. By AI Technology
13.2.3. By Image Acquisition Technology
13.2.4. By Clinical Application
13.2.5. By End-user
13.3. AI in Medical Imaging Market Size (US$ Mn) Forecast, by Country & Sub-region, 2018 - 2031
13.3.1. U.K.
13.3.2. Germany
13.3.3. France
13.3.4. Spain
13.3.5. Italy
13.3.6. Rest of Europe
14. APAC AI in Medical Imaging Market Analysis and Forecast
14.1. Regional Outlook
14.2. AI in Medical Imaging Market Size (US$ Mn) Analysis and Forecast (2018 - 2031)
14.2.1. By Solution
14.2.2. By AI Technology
14.2.3. By Image Acquisition Technology
14.2.4. By Clinical Application
14.2.5. By End-user
14.3. AI in Medical Imaging Market Size (US$ Mn) Forecast, by Country & Sub-region, 2018 - 2031
14.3.1. China
14.3.2. India
14.3.3. Japan
14.3.4. ASEAN
14.3.5. Rest of Asia Pacific
15. Middle East & Africa (MEA) AI in Medical Imaging Market Analysis and Forecast
15.1. Regional Outlook
15.2. AI in Medical Imaging Market Size (US$ Mn) Analysis and Forecast (2018 - 2031)
15.2.1. By Solution
15.2.2. By AI Technology
15.2.3. By Image Acquisition Technology
15.2.4. By Clinical Application
15.2.5. By End-user
15.3. AI in Medical Imaging Market Size (US$ Mn) Forecast, by Country & Sub-region, 2018 - 2031
15.3.1. Saudi Arabia
15.3.2. The United Arab Emirates
15.3.3. South Africa
15.3.4. Rest of Middle East & Africa (MEA)
16. South America AI in Medical Imaging Market Analysis and Forecast
16.1. Regional Outlook
16.2. AI in Medical Imaging Market Size (US$ Mn) Analysis and Forecast (2018 - 2031)
16.2.1. By Solution
16.2.2. By AI Technology
16.2.3. By Image Acquisition Technology
16.2.4. By Clinical Application
16.2.5. By End-user
16.3. AI in Medical Imaging Market Size (US$ Mn) Forecast, by Country & Sub-region, 2018 - 2031
16.3.1. Brazil
16.3.2. Argentina
16.3.3. Rest of South America
17. Competition Landscape
17.1. Market Competition Matrix, by Leading Players
17.2. Market Revenue Share Analysis (%), by Leading Players (2020)
18. Company Profiles
18.1. Agfa Healthcare
18.1.1. Business Overview
18.1.2. Product Portfolio
18.1.3. Geographical Footprint
18.1.4. Revenue and Strategy
18.2. Ada Health GmbH
18.2.1. Business Overview
18.2.2. Product Portfolio
18.2.3. Geographical Footprint
18.2.4. Revenue and Strategy
18.3. Arterys
18.3.1. Business Overview
18.3.2. Product Portfolio
18.3.3. Geographical Footprint
18.3.4. Revenue and Strategy
18.4. Bay Labs, Inc.
18.4.1. Business Overview
18.4.2. Product Portfolio
18.4.3. Geographical Footprint
18.4.4. Revenue and Strategy
18.5. Babylon
18.5.1. Business Overview
18.5.2. Product Portfolio
18.5.3. Geographical Footprint
18.5.4. Revenue and Strategy
18.6. BenevolentAI
18.6.1. Business Overview
18.6.2. Product Portfolio
18.6.3. Geographical Footprint
18.6.4. Revenue and Strategy
18.7. Butterfly Network, Inc.
18.7.1. Business Overview
18.7.2. Product Portfolio
18.7.3. Geographical Footprint
18.7.4. Revenue and Strategy
18.8. EchoNous, Inc.
18.8.1. Business Overview
18.8.2. Product Portfolio
18.8.3. Geographical Footprint
18.8.4. Revenue and Strategy
18.9. Enlitic, Inc.
18.9.1. Business Overview
18.9.2. Product Portfolio
18.9.3. Geographical Footprint
18.9.4. Revenue and Strategy
18.10. Gauss Surgical
18.10.1. Business Overview
18.10.2. Product Portfolio
18.10.3. Geographical Footprint
18.10.4. Revenue and Strategy
18.11. GE Healthcare
18.11.1. Business Overview
18.11.2. Product Portfolio
18.11.3. Geographical Footprint
18.11.4. Revenue and Strategy
18.12. IBM Corporation
18.12.1. Business Overview
18.12.2. Product Portfolio
18.12.3. Geographical Footprint
18.12.4. Revenue and Strategy
18.13. Lunit Inc.
18.13.1. Business Overview
18.13.2. Product Portfolio
18.13.3. Geographical Footprint
18.13.4. Revenue and Strategy
18.14. Microsoft Corporation
18.14.1. Business Overview
18.14.2. Product Portfolio
18.14.3. Geographical Footprint
18.14.4. Revenue and Strategy
18.15. NVIDIA Corporation
18.15.1. Business Overview
18.15.2. Product Portfolio
18.15.3. Geographical Footprint
18.15.4. Revenue and Strategy
18.16. Philips Healthcare
18.16.1. Business Overview
18.16.2. Product Portfolio
18.16.3. Geographical Footprint
18.16.4. Revenue and Strategy
18.17. OrCam
18.17.1. Business Overview
18.17.2. Product Portfolio
18.17.3. Geographical Footprint
18.17.4. Revenue and Strategy
18.18. Qure.ai
18.18.1. Business Overview
18.18.2. Product Portfolio
18.18.3. Geographical Footprint
18.18.4. Revenue and Strategy
18.19. Siemens Healthineers AG
18.19.1. Business Overview
18.19.2. Product Portfolio
18.19.3. Geographical Footprint
18.19.4. Revenue and Strategy
18.20. Zebra Medical Vision
18.20.1. Business Overview
18.20.2. Product Portfolio
18.20.3. Geographical Footprint
18.20.4. Revenue and Strategy
19. Key Takeaways
List of Tables
Table 1: North America AI in Medical Imaging Market Revenue Analysis, by Country, 2021 and 2031 (US$ Mn)
Table 2: Europe AI in Medical Imaging Market Revenue Analysis, by Country, 2020 and 2030 (US$ Mn)
Table 3: Asia Pacific AI in Medical Imaging Market Revenue Analysis, by Country, 2021 and 2031 (US$ Mn)
Table 4: Middle East & Africa AI in Medical Imaging Market Revenue Analysis, by Country, 2021 and 2031 (US$ Mn)
Table 5: South America AI in Medical Imaging Market Revenue Analysis, by Country, 2021 and 2031 (US$ Mn)
Table 6: Forecast Factors: Relevance and Impact
Table 7: Mergers & Acquisitions, Partnership (1/4)
Table 8: Mergers & Acquisitions, Partnership (2/4)
Table 9: Mergers & Acquisitions, Partnership (3/4)
Table 10: Mergers & Acquisitions, Partnership (4/4)
Table 11: Global AI in Medical Imaging Market (US$ Mn) Forecast, by Solution, 2018 - 20311
Table 12: Global AI in Medical Imaging Market (US$ Mn) Forecast, by AI Technology, 2018 - 2031
Table 13: Global AI in Medical Imaging Market (US$ Mn) Forecast, by Image Acquisition Technology, 2018 - 2031
Table 14: Global AI in Medical Imaging Market (US$ Mn) Forecast, by Clinical Application, 2018 - 2031
Table 15: Global AI in Medical Imaging Market (US$ Mn) Forecast, by End-user, 2018 - 2031
Table 16: Global AI in Medical Imaging Market (US$ Mn) Forecast, by Region, 2018 - 2031
Table 17: North America AI in Medical Imaging Market (US$ Mn) Forecast, by Solution, 2018 - 2031
Table 18: North America AI in Medical Imaging Market (US$ Mn) Forecast, by AI Technology, 2018 - 2031
Table 19: North America AI in Medical Imaging Market (US$ Mn) Forecast, by Image Acquisition Technology, 2018 - 2031
Table 20: North America AI in Medical Imaging Market (US$ Mn) Forecast, by Clinical Application, 2018 - 2031
Table 21: North America AI in Medical Imaging Market (US$ Mn) Forecast, by End-user, 2018 - 2031
Table 22: North America AI in Medical Imaging Market Value (US$ Mn) Forecast, by Country, 2018 - 2031
Table 23: U.S. AI in Medical Imaging Revenue CAGR Breakdown (%), by Growth Term
Table 23: Canada AI in Medical Imaging Revenue CAGR Breakdown (%), by Growth Term
Table 25: Mexico AI in Medical Imaging Revenue CAGR Breakdown (%), by Growth Term
Table 26: Europe AI in Medical Imaging Market (US$ Mn) Forecast, by Solution, 2018 - 2031
Table 27: Europe AI in Medical Imaging Market (US$ Mn) Forecast, by AI Technology, 2018 - 2031
Table 28: Europe AI in Medical Imaging Market (US$ Mn) Forecast, by Image Acquisition Technology, 2018 - 2031
Table 29: Europe AI in Medical Imaging Market (US$ Mn) Forecast, by Clinical Application, 2018 - 2031
Table 30: Europe AI in Medical Imaging Market (US$ Mn) Forecast, by End-user, 2018 - 2031
Table 31: Europe AI in Medical Imaging Market Value (US$ Mn) Forecast, by Country, 2018 - 2031
Table 32: U.K. AI in Medical Imaging Revenue CAGR Breakdown (%), by Growth Term
Table 33: Germany AI in Medical Imaging Revenue CAGR Breakdown (%), by Growth Term
Table 34: France AI in Medical Imaging Revenue CAGR Breakdown (%), by Growth Term
Table 35: Spain AI in Medical Imaging Revenue CAGR Breakdown (%), by Growth Term
Table 36: Italy AI in Medical Imaging Revenue CAGR Breakdown (%), by Growth Term
Table 37: Asia Pacific AI in Medical Imaging Market (US$ Mn) Forecast, by Solution, 2018 - 2031
Table 38: Asia Pacific AI in Medical Imaging Market (US$ Mn) Forecast, by AI Technology, 2018 - 2031
Table 39: Asia Pacific AI in Medical Imaging Market (US$ Mn) Forecast, by Image Acquisition Technology, 2018 - 2031
Table 40: Asia Pacific AI in Medical Imaging Market (US$ Mn) Forecast, by Clinical Application, 2018 - 2031
Table 41: Asia Pacific AI in Medical Imaging Market (US$ Mn) Forecast, by End-user, 2018 - 2031
Table 42: Asia Pacific AI in Medical Imaging Market Value (US$ Mn) Forecast, by Country, 2018 - 2031
Table 43: China AI in Medical Imaging Revenue CAGR Breakdown (%), by Growth Term
Table 44: India AI in Medical Imaging Revenue CAGR Breakdown (%), by Growth Term
Table 45: Japan AI in Medical Imaging Revenue CAGR Breakdown (%), by Growth Term
Table 46: ASEAN AI in Medical Imaging Revenue CAGR Breakdown (%), by Growth Term
Table 47: Middle East & Africa (MEA) AI in Medical Imaging Market (US$ Mn) Forecast, by Solution, 2018 - 2031
Table 48: Middle East & Africa (MEA) AI in Medical Imaging Market (US$ Mn) Forecast, by AI Technology, 2018 - 2031
Table 49: Middle East & Africa (MEA) AI in Medical Imaging Market (US$ Mn) Forecast, by Image Acquisition Technology, 2018 - 2031
Table 50: Middle East & Africa (MEA) AI in Medical Imaging Market (US$ Mn) Forecast, by Clinical Application, 2018 - 2031
Table 51: Middle East & Africa (MEA) AI in Medical Imaging Market (US$ Mn) Forecast, by End-user, 2018 - 2031
Table 52: Middle East & Africa (MEA) AI in Medical Imaging Market Value (US$ Mn) Forecast, by Country, 2018 - 2031
Table 53: Saudi Arabia AI in Medical Imaging Revenue CAGR Breakdown (%), by Growth Term
Table 54: The United Arab Emirates AI in Medical Imaging Revenue CAGR Breakdown (%), by Growth Term
Table 55: South Africa Emirates AI in Medical Imaging Revenue CAGR Breakdown (%), by Growth Term
Table 56: South America AI in Medical Imaging Market (US$ Mn) Forecast, by Solution, 2018 - 2031
Table 57: South America AI in Medical Imaging Market (US$ Mn) Forecast, by AI Technology, 2018 - 2031
Table 58: South America AI in Medical Imaging Market (US$ Mn) Forecast, by Image Acquisition Technology, 2018 - 2031
Table 59: South America AI in Medical Imaging Market (US$ Mn) Forecast, by Clinical Application, 2018 - 2031
Table 60: South America AI in Medical Imaging Market (US$ Mn) Forecast, by End-user, 2018 - 2031
Table 61: South America AI in Medical Imaging Market Value (US$ Mn) Forecast, by Country, 2018 - 2031
Table 62: Brazil Emirates AI in Medical Imaging Revenue CAGR Breakdown (%), by Growth Term
Table 63: Argentina AI in Medical Imaging Revenue CAGR Breakdown (%), by Growth Term
List of Figures
Figure 1: Global AI in Medical Imaging Market Size (US$ Mn) Forecast, 2018–2031
Figure 2: Global AI in Medical Imaging Market Revenue (US$ Mn) Opportunity Assessment, by Region, 2021E
Figure 3: Global AI in Medical Imaging Market Revenue (US$ Mn) Opportunity Assessment, by Region, 2031F
Figure 4: Top Segment Analysis of AI in Medical Imaging Market
Figure 5: Global AI in Medical Imaging Market Revenue Forecast, by Region, 2021–2031
Figure 6: Global AI in Medical Imaging Market Opportunity Assessment, by Solution
Figure 7: Global AI in Medical Imaging Market Opportunity Assessment, by AI Technology
Figure 8: Global AI in Medical Imaging Market Opportunity Assessment, by Image Acquisition Technology
Figure 9: Global AI in Medical Imaging Market Opportunity Assessment, by Clinical Application
Figure 10: Global AI in Medical Imaging Market Opportunity Assessment, by End-user
Figure 11: Global AI in Medical Imaging Market Opportunity Assessment, by Region
Figure 12: Global AI in Medical Imaging Market Revenue (US$ Mn) Historic Trends, 2017 - 2021
Figure 13: Global AI in Medical Imaging Market Revenue Opportunity (US$ Mn) Historic Trends, 2018 - 2021
Figure 14: Global AI in Medical Imaging Market Revenue (US$ Mn) and Y-o-Y Growth (Revenue %) Forecast, 2021 - 2031
Figure 15: Global AI in Medical Imaging Market Revenue Opportunity (US$ Mn) Forecast, 2021 - 2031
Figure 16: Global AI in Medical Imaging Market Value Share Analysis, by Solution, 2021
Figure 17: Global AI in Medical Imaging Market Value Share Analysis, by Solution, 2031
Figure 18: Software Tools/ Platform AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 19: Services AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 20: Global AI in Medical Imaging Market Value Share Analysis, by AI Technology, 2021
Figure 21: Global AI in Medical Imaging Market Value Share Analysis, by AI Technology, 2031
Figure 22: Deep Learning AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 23: Computer Vision AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 24: Others AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 25: Global AI in Medical Imaging Market Value Share Analysis, by Image Acquisition Technology, 2021
Figure 26: Global AI in Medical Imaging Market Value Share Analysis, by Image Acquisition Technology, 2031
Figure 27: X-ray AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 28: Computed Tomography (CT) AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 29: Magnetic Resonance Imaging AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 30: Ultrasound Imaging AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 31: Molecular Imaging AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 32: Global AI in Medical Imaging Market Value Share Analysis, by Clinical Application, 2021
Figure 33: Global AI in Medical Imaging Market Value Share Analysis, by Clinical Application, 2031
Figure 34: Cardiovascular AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 35: Neurology AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 36: Lung (Respiratory System) AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 37: Breast (Mammography) AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 38: Oncology AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 39: Pathology AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 40: Liver (GI) AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 41: Oral Diagnostics AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 42: Rest of Body AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 43: Global AI in Medical Imaging Market Value Share Analysis, by End-user, 2021
Figure 44: Global AI in Medical Imaging Market Value Share Analysis, by End-user, 2031
Figure 45: Hospitals AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 46: R&D Centers AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 47: Laboratories and Diagnostic Centers AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 48: Global AI in Medical Imaging Market CAGR Breakdown (%), by Growth Term, by Region
Figure 49: Global AI in Medical Imaging Market Opportunity Share (%), by Region, 2021–2031
Figure 50: Global AI in Medical Imaging Market Size (US$ Mn), by Region, 2021 & 2031
Figure 51: Global AI in Medical Imaging Market Value Share Analysis, by Region, 2021
Figure 52: Global AI in Medical Imaging Market Value Share Analysis, by Region, 2031
Figure 53: North America AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 54: Europe AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 55: Asia Pacific AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 56: East & Africa AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 57: South America AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 58: North America AI in Medical Imaging Market Revenue Opportunity Share, by Solution
Figure 59: North America AI in Medical Imaging Market Revenue Opportunity Share, by AI Technology
Figure 60: North America AI in Medical Imaging Market Revenue Opportunity Share, by Clinical Application
Figure 61: North America AI in Medical Imaging Market Revenue Opportunity Share, by Image Acquisition Technology
Figure 62: North America AI in Medical Imaging Market Revenue Opportunity Share, by End-user
Figure 63: North America AI in Medical Imaging Market Revenue Opportunity Share, by Country
Figure 64: North America AI in Medical Imaging Market Value Share Analysis, by Solution, 2021
Figure 65: North America AI in Medical Imaging Market Value Share Analysis, by Solution, 2031
Figure 66: Software Tools/ Platform AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 67: Services AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 68: North America AI in Medical Imaging Market Value Share Analysis, by AI Technology, 2021
Figure 69: North America AI in Medical Imaging Market Value Share Analysis, by AI Technology, 2031
Figure 70: Deep Learning AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 71: Computer Vision AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 72: Others AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 73: North America AI in Medical Imaging Market Value Share Analysis, by Image Acquisition Technology, 2021
Figure 74: North America AI in Medical Imaging Market Value Share Analysis, by Image Acquisition Technology, 2031
Figure 75: X-ray AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 76: Computed Tomography (CT) AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 77: Magnetic Resonance Imaging AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 78: Ultrasound Imaging AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 79: Molecular Imaging AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 80: North America AI in Medical Imaging Market Value Share Analysis, by Clinical Application, 2021
Figure 81: North America AI in Medical Imaging Market Value Share Analysis, by Clinical Application, 2031
Figure 82: Cardiovascular AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 83: Neurology AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 84: Lung (Respiratory System) AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 85: Breast (Mammography) AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 86: Oncology AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 87: Pathology AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 88: Liver (GI) AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 89: Oral Diagnostics AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 90: Rest of Body AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 91: North America AI in Medical Imaging Market Value Share Analysis, by End-user, 2021
Figure 92: North America AI in Medical Imaging Market Value Share Analysis, by End-user, 2031
Figure 93: Hospitals AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 94: R&D Centers AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 95: Laboratories and Diagnostic Centers AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 96: North America AI in Medical Imaging Market Value Share Analysis, by Country, 2021
Figure 97: North America AI in Medical Imaging Market Value Share Analysis, by Country, 2031
Figure 98: U.S. AI in Medical Imaging Market Opportunity Growth Analysis (US$ Mn) Forecast, 2021 – 2031
Figure 99: Canada AI in Medical Imaging Market Opportunity Growth Analysis (US$ Mn) Forecast, 2021 – 2031
Figure 100: Mexico AI in Medical Imaging Market Opportunity Growth Analysis (US$ Mn) Forecast, 2021 – 2031
Figure 102: Europe AI in Medical Imaging Market Revenue Opportunity Share, by AI Technology
Figure 104: Europe AI in Medical Imaging Market Revenue Opportunity Share, by Image Acquisition Technology
Figure 101: Europe AI in Medical Imaging Market Revenue Opportunity Share, by Solution
Figure 103: Europe AI in Medical Imaging Market Revenue Opportunity Share, by Clinical Application
Figure 105: Europe AI in Medical Imaging Market Revenue Opportunity Share, by End-user
Figure 106: Europe AI in Medical Imaging Market Revenue Opportunity Share, by Country
Figure 107: Europe AI in Medical Imaging Market Value Share Analysis, by Solution, 2021
Figure 108: Europe AI in Medical Imaging Market Value Share Analysis, by Solution, 2031
Figure 109: Software Tools/ Platform AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 110: Services AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 111: Europe AI in Medical Imaging Market Value Share Analysis, by AI Technology, 2021
Figure 112: Europe AI in Medical Imaging Market Value Share Analysis, by AI Technology, 2031
Figure 113: Deep Learning AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 114: Computer Vision AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 115: Others AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 116: Europe AI in Medical Imaging Market Value Share Analysis, by Image Acquisition Technology, 2021
Figure 117: Europe AI in Medical Imaging Market Value Share Analysis, by Image Acquisition Technology, 2031
Figure 118: X-ray AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 119: Computed Tomography (CT) AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 120: Magnetic Resonance Imaging AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 121: Ultrasound Imaging AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 122: Molecular Imaging AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 123: Europe AI in Medical Imaging Market Value Share Analysis, by Clinical Application, 2021
Figure 124: Europe AI in Medical Imaging Market Value Share Analysis, by Clinical Application, 2031
Figure 125: Cardiovascular AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 126: Neurology AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 127: Lung (Respiratory System) AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 128: Breast (Mammography) AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 129: Oncology AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 130: Pathology AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 131: Liver (GI) AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 132: Oral Diagnostics AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 133: Rest of Body AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 134: Europe AI in Medical Imaging Market Value Share Analysis, by End-user, 2021
Figure 135: Europe AI in Medical Imaging Market Value Share Analysis, by End-user, 2031
Figure 136: Hospitals AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 137: R&D Centers AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 138: Laboratories and Diagnostic Centers AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 139: Europe AI in Medical Imaging Market Value Share Analysis, by Country, 2021
Figure 140: Europe AI in Medical Imaging Market Value Share Analysis, by Country, 2031
Figure 141: U.K. AI in Medical Imaging Market Opportunity Growth Analysis (US$ Mn) Forecast, 2021 – 2031
Figure 142: Germany AI in Medical Imaging Market Opportunity Growth Analysis (US$ Mn) Forecast, 2021 – 2031
Figure 143: France AI in Medical Imaging Market Opportunity Growth Analysis (US$ Mn) Forecast, 2021 – 2031
Figure 144: Spain AI in Medical Imaging Market Opportunity Growth Analysis (US$ Mn) Forecast, 2021 – 2031
Figure 145: Italy AI in Medical Imaging Market Opportunity Growth Analysis (US$ Mn) Forecast, 2021 – 2031
Figure 147: Asia Pacific AI in Medical Imaging Market Revenue Opportunity Share, by AI Technology
Figure 149: Asia Pacific AI in Medical Imaging Market Revenue Opportunity Share, by Image Acquisition Technology
Figure 146: Asia Pacific AI in Medical Imaging Market Revenue Opportunity Share, by Solution
Figure 148: Asia Pacific AI in Medical Imaging Market Revenue Opportunity Share, by Clinical Application
Figure 150: Asia Pacific AI in Medical Imaging Market Revenue Opportunity Share, by End-user
Figure 151: Asia Pacific AI in Medical Imaging Market Revenue Opportunity Share, by Country
Figure 152: Asia Pacific AI in Medical Imaging Market Value Share Analysis, by Solution, 2021
Figure 153: Asia Pacific AI in Medical Imaging Market Value Share Analysis, by Solution, 2031
Figure 154: Software Tools/ Platform AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 155: Services AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 156: Asia Pacific AI in Medical Imaging Market Value Share Analysis, by AI Technology, 2021
Figure 157: Asia Pacific AI in Medical Imaging Market Value Share Analysis, by AI Technology, 2031
Figure 158: Deep Learning AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 159: Computer Vision AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 160: Others AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 161: Asia Pacific AI in Medical Imaging Market Value Share Analysis, by Image Acquisition Technology, 2021
Figure 162: Asia Pacific AI in Medical Imaging Market Value Share Analysis, by Image Acquisition Technology, 2031
Figure 163: X-ray AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 164: Computed Tomography (CT) AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 165: Magnetic Resonance Imaging AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 166: Ultrasound Imaging AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 167: Molecular Imaging AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 168: Asia Pacific AI in Medical Imaging Market Value Share Analysis, by Clinical Application, 2021
Figure 169: Asia Pacific AI in Medical Imaging Market Value Share Analysis, by Clinical Application, 2031
Figure 170: Cardiovascular AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 171: Neurology AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 172: Lung (Respiratory System) AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 173: Breast (Mammography) AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 174: Oncology AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 175: Pathology AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 176: Liver (GI) AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 177: Oral Diagnostics AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 178: Rest of Body AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 179: Asia Pacific AI in Medical Imaging Market Value Share Analysis, by End-user, 2021
Figure 180: Asia Pacific AI in Medical Imaging Market Value Share Analysis, by End-user, 2031
Figure 181: Hospitals AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 182: R&D Centers AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 183: Laboratories and Diagnostic Centers AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 184: Asia Pacific AI in Medical Imaging Market Value Share Analysis, by Country, 2021
Figure 185: Asia Pacific AI in Medical Imaging Market Value Share Analysis, by Country, 2031
Figure 186: China AI in Medical Imaging Market Opportunity Growth Analysis (US$ Mn) Forecast, 2021 – 2031
Figure 187: India AI in Medical Imaging Market Opportunity Growth Analysis (US$ Mn) Forecast, 2021 – 2031
Figure 188: Japan AI in Medical Imaging Market Opportunity Growth Analysis (US$ Mn) Forecast, 2021 – 2031
Figure 189: ASEAN AI in Medical Imaging Market Opportunity Growth Analysis (US$ Mn) Forecast, 2021 – 2031
Figure 190: Middle East & Africa (MEA) AI in Medical Imaging Market Revenue Opportunity Share, by Solution
Figure 191: Middle East & Africa (MEA) AI in Medical Imaging Market Revenue Opportunity Share, by AI Technology
Figure 192: Middle East & Africa (MEA) AI in Medical Imaging Market Revenue Opportunity Share, by Clinical Application
Figure 193: Middle East & Africa (MEA) AI in Medical Imaging Market Revenue Opportunity Share, by Image Acquisition Technology
Figure 194: Middle East & Africa (MEA) AI in Medical Imaging Market Revenue Opportunity Share, by End-user
Figure 195: Middle East & Africa (MEA) AI in Medical Imaging Market Revenue Opportunity Share, by Country
Figure 196: Middle East & Africa (MEA) AI in Medical Imaging Market Value Share Analysis, by Solution, 2021
Figure 197: Middle East & Africa (MEA) AI in Medical Imaging Market Value Share Analysis, by Solution, 2031
Figure 198: Software Tools/ Platform AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 199: Services AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 200: Middle East & Africa (MEA) AI in Medical Imaging Market Value Share Analysis, by AI Technology, 2021
Figure 201: Middle East & Africa (MEA) AI in Medical Imaging Market Value Share Analysis, by AI Technology, 2031
Figure 202: Deep Learning AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 203: Computer Vision AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 204: Others AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 205: Middle East & Africa (MEA) AI in Medical Imaging Market Value Share Analysis, by Image Acquisition Technology, 2021
Figure 206: Middle East & Africa (MEA) AI in Medical Imaging Market Value Share Analysis, by Image Acquisition Technology, 2031
Figure 207: X-ray AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 208: Computed Tomography (CT) AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 209: Magnetic Resonance Imaging AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 210: Ultrasound Imaging AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 211: Molecular Imaging AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 212: Middle East & Africa (MEA) AI in Medical Imaging Market Value Share Analysis, by Clinical Application, 2021
Figure 213: Middle East & Africa (MEA) AI in Medical Imaging Market Value Share Analysis, by Clinical Application, 2031
Figure 214: Cardiovascular AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 215: Neurology AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 216: Lung (Respiratory System) AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 217: Breast (Mammography) AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 218: Oncology AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 219: Pathology AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 220: Liver (GI) AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 221: Oral Diagnostics AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 222: Rest of Body AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 223: Middle East & Africa (MEA) AI in Medical Imaging Market Value Share Analysis, by End-user, 2021
Figure 224: Middle East & Africa (MEA) AI in Medical Imaging Market Value Share Analysis, by End-user, 2031
Figure 225: Hospitals AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 226: R&D Centers AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 227: Laboratories and Diagnostic Centers AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 228: Middle East & Africa (MEA) AI in Medical Imaging Market Value Share Analysis, by Country, 2021
Figure 229: Middle East & Africa (MEA) AI in Medical Imaging Market Value Share Analysis, by Country, 2031
Figure 230: Saudi Arabia AI in Medical Imaging Market Opportunity Growth Analysis (US$ Mn) Forecast, 2021 – 2031
Figure 231: The United Arab Emirates AI in Medical Imaging Market Opportunity Growth Analysis (US$ Mn) Forecast, 2021 – 2031
Figure 232: South Africa AI in Medical Imaging Market Opportunity Growth Analysis (US$ Mn) Forecast, 2021 – 2031
Figure 233: South America AI in Medical Imaging Market Revenue Opportunity Share, by Solution
Figure 234: South America AI in Medical Imaging Market Revenue Opportunity Share, by AI Technology
Figure 235: South America AI in Medical Imaging Market Revenue Opportunity Share, by Clinical Application
Figure 236: South America AI in Medical Imaging Market Revenue Opportunity Share, by Image Acquisition Technology
Figure 237: South America AI in Medical Imaging Market Revenue Opportunity Share, by End-user
Figure 238: South America AI in Medical Imaging Market Revenue Opportunity Share, by Country
Figure 239: South America AI in Medical Imaging Market Value Share Analysis, by Solution, 2021
Figure 240: South America AI in Medical Imaging Market Value Share Analysis, by Solution, 2031
Figure 241: Software Tools/ Platform AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 242: Services AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 243: South America AI in Medical Imaging Market Value Share Analysis, by AI Technology, 2021
Figure 244: South America AI in Medical Imaging Market Value Share Analysis, by AI Technology, 2031
Figure 245: Deep Learning AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 246: Computer Vision AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 247: Others AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 248: South America AI in Medical Imaging Market Value Share Analysis, by Image Acquisition Technology, 2021
Figure 249: South America AI in Medical Imaging Market Value Share Analysis, by Image Acquisition Technology, 2031
Figure 250: X-ray AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 251: Computed Tomography (CT) AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 252: Magnetic Resonance Imaging AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 253: Ultrasound Imaging AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 254: Molecular Imaging AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 255: South America AI in Medical Imaging Market Value Share Analysis, by Clinical Application, 2021
Figure 256: South America AI in Medical Imaging Market Value Share Analysis, by Clinical Application, 2031
Figure 257: Cardiovascular AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 258: Neurology AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 259: Lung (Respiratory System) AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 260: Breast (Mammography) AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 261: Oncology AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 262: Pathology AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 263: Liver (GI) AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 264: Oral Diagnostics AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 265: Rest of Body AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 266: South America AI in Medical Imaging Market Value Share Analysis, by End-user, 2021
Figure 267: South America AI in Medical Imaging Market Value Share Analysis, by End-user, 2031
Figure 268: Hospitals AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 269: R&D Centers AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 270: Laboratories and Diagnostic Centers AI in Medical Imaging Market Absolute Opportunity (US$ Mn), 2021 – 2031
Figure 271: South America AI in Medical Imaging Market Value Share Analysis, by Country, 2021
Figure 272: South America AI in Medical Imaging Market Value Share Analysis, by Country, 2031
Figure 273: Brazil AI in Medical Imaging Market Opportunity Growth Analysis (US$ Mn) Forecast, 2021 – 2031
Figure 274: Argentina AI in Medical Imaging Market Opportunity Growth Analysis (US$ Mn) Forecast, 2021 – 2031
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