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AI in Medical Imaging Market Trends, Growth, Insights by 2031

AI in Medical Imaging Market (Solution: Software Tools/Platform and Services; AI Technology: Deep Learning, Computer Vision, and Others; Image Acquisition Technology: X-ray, Computed Tomography [CT], Magnetic Resonance Imaging, Ultrasound Imaging, and Molecular Imaging; Clinical Application: Cardiovascular, Neurology, Lung [Respiratory System], Breast [Mammography], Oncology, Pathology, Liver [GI], Oral Diagnostics, and Rest of Body; and End User: Hospitals, R&D Centers, and Laboratories & Diagnostic Centers) - Global Industry Analysis, Size, Share, Growth, Trends, and Forecast, 2021-2031

Enhanced Convenience, Precise Results Using AI Fuel Global Market for Medical Imaging

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.

global ai in medical imaging market infographic

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Increased Use of AI for COVID-19 Related Imaging Issues Drives AI in Medical Imaging Market

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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Growing Inclination of Doctors toward AI-based Assistance

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.

Emerging Economies Exhibit Heavy Potential to Increase on Market Share

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.

global ai in medical imaging market segmentation

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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: Overview

  • The latest research report published by Transparency Market Research pertains to the global AI in medical imaging market for the historical period 2018 & 2019 and the forecast period from 20212031
  • Emerging nations are focusing on aggregating their investments in AI that will help companies to integrate artificial intelligence with medical imaging to significantly enhance their revenue share. For instance, in July 2017, China published its next generation AI development plan. The country’s focus is to be the global leader in AI by the year 2030. The plan includes extensive government funding and investments in order to upsurge the adoption of AI solutions among organizations. This is likely to drive the AI in medical imaging market during the forecasted period.
  • In terms of revenue, 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

Increase in Imaging Volumes: Key Driver of AI in Medical Imaging Market

  • Artificial intelligence is finding its way into numerous routine applications, ranging from driver assistance systems in cars and speech recognition to smart chatbots for help desks. Extraordinary results are achieved when artificial intelligence is utilized to rightly classify images.
  • Medical imaging is a significant part of healthcare and provides accurate disease diagnosis and treatment. Digital data and technology have transformed the imaging field. Therefore, the use of AI-based solutions in the healthcare sector has increased in the past few years. These factors are anticipated to drive the AI in medical imaging market in the upcoming years.
  • Earlier, few diagnostic methods were available in imaging such as palpation, while currently, numerous methods such as x-ray, CT, MRI, and (3D) ultrasound are available. Use of AI in medical imaging analysis improves accuracy, accelerates interpretation, and reduces repetition for radiologists that supports the AI in medical imaging market.

Surge in Investments in Healthcare Ecosystem to Transform AI in Medical Imaging Market

  • Increase in awareness about the benefits offered by AI technologies, and their extensive applications in the healthcare sector have led to a rise in the adoption of AI technologies for medical purposes, thus supporting AI in medical imaging market
  • Several healthcare agencies and hospitals have embraced artificial intelligence as a more desirable solution for clinical use. Leading companies in the AI in medical imaging market are extensively investing in AI technology solutions. Companies and researchers are collaborating to create effective AI-based platforms.
  • Developed countries have been facing demographic challenges, and investing in advanced and affordable healthcare systems for their people, thus driving the use of AI in medical imaging market. Such strategies prompt market players to invest in the healthcare sector and offer advanced solutions to customers, thereby strengthening their position in the AI in medical imaging market space.
  • More than US$ 2.6 Bn capital investment has been made in companies engaged in the development of AI in medical imaging from 2014 to 2021. This is expected to create opportunities in the AI in medical imaging market.

AI in Medical Imaging Market: Competition Landscape

  • Detailed profiles of providers of AI in medical imaging have been provided in the report to evaluate their financials, key product offerings, recent developments, and strategies
  • Key players operating in the global AI in medical imaging market are
    • 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
    • Zebra Medical Vision

AI in Medical Imaging Market: Key Developments

  • Key providers of AI in medical imaging, such as Microsoft Corporation, NVIDIA Corporation, Philips Healthcare, GE Healthcare, and IBM Corporation are engaged in th integration of AI with enhancement in product offerings that helps to expand their geographic presence. Additionally, players active in providing AI in medical imaging are focusing on inorganic growth strategies such as strategic collaborations and mergers & acquisition with technology partners to improve their offerings and market reach.
  • Some of the key developments in the global AI in medical imaging market are highlighted below:
    • In June 2021, Avicenna.AI announced FDA approval to its application for CINA-LVO, CINA-ICH, and neurovascular emergencies that are accessible on the Nuance AI marketplace. This is the largest and first portal in the U.S. with one-stop access to an extensive array of AI diagnostic models within the radiology reporting platform.
    • In June 2021, Perimeter Medical Imaging AI announced complete successful technology transfer of the manufacturing process with Minnetronix Medical that will work for the development of optical coherence tomography (OCT) imaging systems
    • In June 2021, VUNO Inc., a South Korean AI organization announced a strategic partnership with Samsung Electronics for the integration of VUNO Med-Chest X-ray that is powered with AI into the GM85, a mobile digital X-ray system by Samsung. This alliance is expected to bring VUNO closer to expansion of market-ready AI applications with its accessibility to the global market.
    • In June 2020, AccentCare, a healthcare company located in the U.S. announced a partnership with Swift Medical to provide technology to thousands of healthcare providers. This will enable the officials to make quick decisions for treatments.
    • In June 2020, Visage Imaging, a subsidiary of Pro Medicus Limited, an Australian company, announced plans to sign a multi-year strategic agreement with Mayo Clinic to engage in research and develop artificial intelligence in the healthcare sector.
  • In the global AI in medical imaging market report, we have discussed individual strategies followed by company profiles of providers of AI in medical imaging. The ‘Competition Landscape’ section has been included in the report to provide readers with a dashboard view and company market share analysis of key players operating in the global AI in medical imaging market.

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
  • Software Tools/ Platform
  • Services
    • Integration
    • Deployment
AI Technology
  • Deep Learning
  • Computer Vision
  • Others
Image Acquisition Technology
  • X-ray
  • Computed Tomography (CT)
  • Magnetic Resonance Imaging
  • Ultrasound Imaging
  • Molecular Imaging
Clinical Application
  • Cardiovascular
  • Neurology
  • Lung (Respiratory System)
  • Breast (Mammography)
  • Oncology
  • Pathology
  • Liver (GI)
  • Oral Diagnostics
  • Rest of Body
End User
  • Hospitals
  • R&D Centers
  • Laboratories & Diagnostic Centers
Region
  • North America
  • Europe
  • Asia Pacific
  • Middle East & Africa
  • South America

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Frequently Asked Questions

What is the total market worth of 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.

What is the anticipated CAGR of the AI in medical imaging market in the forecast period?

AI in medical imaging market is anticipated to grow at a CAGR of 36.1% during the forecast period

Which region is expected to project the highest market share in the global AI in medical imaging market?

North America accounted for a major share of the global AI in medical imaging market

What are the key driving factors for the growth of the 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.

Who are the key players in 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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