Artificial Intelligence (AI) in Medical Diagnostics Market by Modality (CT, X-Ray, MRI, Ultrasound), Application (IVD, Radiology, CNS, CVS, Ob/Gyn), User (Hospital, Labs), Unmet Need, Key Stakeholders & Buying Criteria - Global Forecast to 2028

Artificial Intelligence (AI) in Medical Diagnostics Market by Modality (CT, X-Ray, MRI, Ultrasound), Application (IVD, Radiology, CNS, CVS, Ob/Gyn), User (Hospital, Labs), Unmet Need, Key Stakeholders & Buying Criteria - Global Forecast to 2028



The global AI in medical diagnostics market is projected to reach USD 3.7 Billion by 2028 from USD 1.3 Billion in 2023, at a CAGR of 23.2% during the forecast period. The adoption of AI in medical diagnostics is rising at a fast pace owing to factors such as growth in various government initiatives to drive the uptake of AI-based technologies, AI solutions being more use by radiologists to decrease workload and the increasing number of cross-industry partnerships & collaborations.

However, the shortage of trained AI workforce, and unstable regulations are factors expected to restrain the market growth.

“Services segment is expected to grow at the highest rate from 2023 to 2028”

By component, AI in medical diagnostics market is divided into software,hardware, and services. The software segment accounted for the largest share of this market in 2022, while the services segment is estimated to grow at a higher CAGR from 2023 to 2028. Software solutions provide healthcare providers to gain a competitive edge despite the challenges of being short-staffed and facing mounting imaging scan volumes.

“In Vivo Diagnostics Segment is estimated to account for the largest share of the global AI in medical diagnostics market in 2023”

By application, AI in medical diagnostics market is divided into in vivo and in vitro diagnostics. In 2023, the in vivo diagnostics segment is projected to hold the largest share this market. Factors such as growing uptake of AI solutions by practitioners, as these solutions constantly help in decreasing human errors and enhance treatment efficacy.However,the in vitro diagnostics segment is projected to register highest growth during forecast period. The adoption of AI solutions is increasing for in vitro diagnostics applications as these solutions help reduce analysis and data interpretation time.

“The Hospitals segment is estimated to account for the largest share of the global AI in medical diagnostics market in 2023”

By end users, the AI in medical diagnostics market is divided into hospitals, diagnostic imaging centers, diagnostic laboratories, and other end users. In 2023, the hospitals segment is projected to hold the largest market share of this market. Factors such as the increase in the adoption of minimally invasive procedures in hospitals to enhance the quality of patient care, and the advance in the application of advanced imaging modalities to improve workflow.

“North America to dominate the AI in medical diagnostics market in 2023.”

By region, AI in medical diagnostics market has been segmented into five main regional segments: North America, Europe, the Asia Pacific, Latin America, and the Middle East & Africa. In 2023, North America estimated to account for the largest market share of this market. However, the Asia Pacific market is projected to register the highest CAGR from 2023 to 2028. Factors such as increasing prevalence of cancer, and the implementation of favorable government initiatives.

Breakdown of supply-side primary interviews, by company type, designation, and region:

By Company Type: Tier 1 (40%), Tier 2 (30%), and Tier 3 (30%)

By Designation: C-level (27%), Director-level (18%), and Others (55%)

By Region: North America (40%), Europe (20%), Asia Pacific (30%), and RoW (10%)

The prominent players in this market are Microsoft (US), NVIDIA Corporation (US), Merative (US), Intel Corporation (US), Google (US), Siemens Healthineers (Germany), GE HealthCare (US), Digital Diagnostics Inc. (US), Advanced Micro Devices, Inc. (US), InformAI (US), HeartFlow, Inc. (US), Enlitic, Inc. (US), isometric (Belgium), Aidence (Netherlands), Butterfly Network, Inc. (US), Nano-X Imaging LTD. (Israel), Viz.ai, Inc (US), Quibim (Spain), Qure.ai (India), Therapixel (France), Aidoc (US), Koninklijke Philips N.V. (Netherlands), Lunit, Inc. (South Korea), EchoNous, Inc. (US), and Brainomix (UK).

Research Coverage

The report studies the AI in medical diagnostics market based on component, application, end user, and region

The report analyzes factors (such as drivers, restraints, opportunities, and challenges) affecting the market growth

The report evaluates the opportunities and challenges in the market for stakeholders and provides details of the competitive landscape for market leaders

The report studies micro-markets with respect to their growth trends, prospects, and contributions to the total AI in medical diagnostics market

The report forecasts the revenue of market segments with respect to five major regions

Key Benefits of Buying the Report:

The report will help the leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall market and the sub-segments. This report will help stakeholders understand the competitive landscape and gain more insights to better position their businesses and plan suitable go-to-market strategies. The report also helps stakeholders understand the pulse of the AI in medical diagnostics market and provides them information on key market drivers, restraints, challenges, and opportunities.

This report provides insights into the following pointers:

Analysis of key drivers (influx of big data, growing cross-industry partnerships & collaborations, Increasing adoption of AI solutions to reduce work pressure on radiologists, rising government initiatives to drive AI-based technologies, availability of funding for AI-based startups), restraints (inadequate AI workforce and ambiguous regulatory guidelines for medical software), opportunities (untapped emerging markets, increasing focus on developing human-aware AI systems, challenges (reluctance to adopt AI-based technologies,budgetary constraints, unstructured healthcare data,data privacy concerns,limited interoperability)

Market Penetration: Comprehensive information on product portfolios offered by the top players in the global AI in medical diagnostics Market. The report analyzes this market by component, application, end user.

Service Enhancement/Innovation: Detailed insights on upcoming trends in the global AI in medical diagnostics Market

Market Development: Comprehensive information on the lucrative emerging markets by component, application, end user.

Market Diversification: Exhaustive information about new services or service enhancements, growing geographies, recent developments, and investments in the global AI in medical diagnostics Market

Competitive Assessment: In-depth assessment of market shares, growth strategies, product offerings, company evaluation quadrant, and capabilities of leading players in the global AI in medical diagnostics Market.


  • INTRODUCTION
    • STUDY OBJECTIVES
    • MARKET DEFINITION
      • INCLUSIONS AND EXCLUSIONS
    • MARKET SCOPE
      • MARKETS COVERED
      • YEARS CONSIDERED
      • CURRENCY CONSIDERED
    • STAKEHOLDERS
    • SUMMARY OF CHANGES
    • RECESSION IMPACT
  • RESEARCH METHODOLOGY
    • RESEARCH DATA
      • SECONDARY DATA
      • PRIMARY DATA
    • MARKET SIZE ESTIMATION
      • Table FACTOR ANALYSIS
    • MARKET DATA ESTIMATION AND TRIANGULATION
    • ASSUMPTIONS
    • LIMITATIONS
      • SCOPE-RELATED LIMITATIONS
      • METHODOLOGY-RELATED LIMITATIONS
    • RISK ASSESSMENT
      • Table RISK ASSESSMENT: AI IN MEDICAL DIAGNOSTICS MARKET
    • AI IN MEDICAL DIAGNOSTICS MARKET: RECESSION IMPACT ANALYSIS
  • EXECUTIVE SUMMARY
  • PREMIUM INSIGHTS
    • AI IN MEDICAL DIAGNOSTICS MARKET OVERVIEW
    • NORTH AMERICA: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION AND COUNTRY (2022)
    • AI IN MEDICAL DIAGNOSTICS MARKET: GEOGRAPHIC GROWTH OPPORTUNITIES
    • AI IN MEDICAL DIAGNOSTICS MARKET: REGIONAL MIX
    • AI IN MEDICAL DIAGNOSTICS MARKET: DEVELOPED MARKETS VS. EMERGING ECONOMIES
  • MARKET OVERVIEW
    • INTRODUCTION
      • DRIVERS
      • RESTRAINTS
      • OPPORTUNITIES
      • CHALLENGES
    • TRENDS/DISRUPTIONS IMPACTING CUSTOMERS' BUSINESS
    • VALUE CHAIN ANALYSIS
      • UPSTREAM
      • MID-STREAM
      • DOWNSTREAM
    • ECOSYSTEM MAPPING
      • ROLE IN ECOSYSTEM
    • CASE STUDIES
      • MAYO CLINIC INTEGRATES AI-ENABLED DIGITAL DIAGNOSTICS AND BOOSTS MEDICAL RESEARCH WITH GOOGLE CLOUD PLATFORM
      • RESOLVING CHALLENGES OF UNDERSTAFFED WORKFORCE AND BACKLOG WITH VEYE LUNG NODULES
      • NVIDIA AI ENTERPRISE SOFTWARE AND GPUS HELP IMPROVE PERFORMANCE AND PRECISION OF TUMOR TARGETING
      • ZHEJIANG UNIVERSITY AND ZHEJIANG DE IMAGE SOLUTIONS USE INTEL AI SOLUTION TO PROCESS ULTRASOUND
      • WAITEMATA DISTRICT HEALTH BOARD PROJECT UTILIZES PRECISION-DRIVEN HEALTH SOLUTIONS
    • TECHNOLOGY ANALYSIS
      • MACHINE LEARNING
      • NATURAL LANGUAGE PROCESSING
      • COMPUTER VISION
        • Table TECHNOLOGICAL DEVELOPMENTS BY LEADING VENDORS
    • PORTER'S FIVE FORCES ANALYSIS
      • Table AI IN MEDICAL DIAGNOSTICS MARKET: PORTER'S FIVE FORCES ANALYSIS
      • THREAT OF NEW ENTRANTS
      • THREAT OF SUBSTITUTES
      • BARGAINING POWER OF SUPPLIERS
      • BARGAINING POWER OF BUYERS
      • INTENSITY OF COMPETITIVE RIVALRY
    • INDUSTRY TRENDS
      • ARTIFICIAL INTELLIGENCE IN HEALTHCARE
    • TRADE ANALYSIS
    • TARIFF AND REGULATORY ANALYSIS
      • TARIFF FOR AI IN MEDICAL DIAGNOSTICS HARDWARE
        • Table TARIFF FOR ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS AND CONTROLLERS EXPORTED BY US, 2022
        • Table TARIFF FOR ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS AND CONTROLLERS EXPORTED BY CHINA, 2022
        • Table TARIFF FOR ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS AND CONTROLLERS EXPORTED BY GERMANY, 2020
      • REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table REST OF THE WORLD: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
      • NORTH AMERICA
      • EUROPE
      • ASIA PACIFIC
      • REST OF THE WORLD
    • PRICING ANALYSIS
      • Table AVERAGE SELLING PRICE OF PROCESSORS, BY TYPE
      • AVERAGE SELLING PRICE TREND
    • PATENT ANALYSIS
      • PATENT PUBLICATION TRENDS FOR ARTIFICIAL INTELLIGENCE IN MEDICAL DIAGNOSTICS
      • INSIGHTS: JURISDICTION AND TOP APPLICANT ANALYSIS
        • Table LIST OF PATENTS/PATENT APPLICATIONS IN AI IN MEDICAL DIAGNOSTICS MARKET
    • KEY CONFERENCES AND EVENTS (2023-2024)
      • Table AI IN MEDICAL DIAGNOSTICS MARKET: DETAILED LIST OF CONFERENCES AND EVENTS
    • KEY STAKEHOLDERS AND BUYING CRITERIA
      • KEY STAKEHOLDERS IN BUYING PROCESS
        • Table INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR AI IN MEDICAL DIAGNOSTICS
        • Table INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR END USERS
      • BUYING CRITERIA
        • Table KEY BUYING CRITERIA FOR END USERS
    • UNMET NEEDS: AI IN MEDICAL DIAGNOSTICS MARKET
      • Table AI IN MEDICAL DIAGNOSTICS MARKET: UNMET NEEDS
    • END-USER EXPECTATIONS
      • Table AI IN MEDICAL DIAGNOSTICS MARKET: END-USER EXPECTATIONS
    • REIMBURSEMENT SCENARIO
      • Table SELECTED AI DEVICES THAT ARE REIMBURSED BY US MEDICARE
      • Table DIABETIC RETINOPATHY DIAGNOSIS CODING AND REIMBURSEMENT
      • REIMBURSEMENT FOR AI SOFTWARE IN RADIOLOGY
  • ARTIFICIAL INTELLIGENCE IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT
    • INTRODUCTION
      • Table AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2017-2021 (USD MILLION)
      • Table AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2022-2028 (USD MILLION)
    • SOFTWARE
      • USE OF AI PLATFORMS IN SOFTWARE TO ENHANCE DECISIONMAKING AND SIMPLIFY WORKFLOWS
        • Table AI IN MEDICAL DIAGNOSTICS SOFTWARE MARKET, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS SOFTWARE MARKET, BY COUNTRY, 2022-2028 (USD MILLION)
    • SERVICES
      • RISING NEED TO DEPLOY AND INTEGRATE AI SYSTEMS TO SUPPORT MARKET GROWTH
        • Table AI IN MEDICAL DIAGNOSTICS SERVICES MARKET, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS SERVICES MARKET, BY COUNTRY, 2022-2028 (USD MILLION)
    • HARDWARE
      • FREQUENT UPGRADES FOR OPTIMAL USE TO SUPPORT MARKET GROWTH
        • Table AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY COUNTRY, 2022-2028 (USD MILLION)
      • PROCESSORS
        • Table PROCESSORS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table PROCESSORS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table PROCESSORS MARKET, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table PROCESSORS MARKET, BY COUNTRY, 2022-2028 (USD MILLION)
        • Table MPU MARKET, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table MPU MARKET, BY COUNTRY, 2022-2028 (USD MILLION)
        • Table GPU MARKET, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table GPU MARKET, BY COUNTRY, 2022-2028 (USD MILLION)
        • Table FPGA MARKET, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table FPGA MARKET, BY COUNTRY, 2022-2028 (USD MILLION)
        • Table ASIC MARKET, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table ASIC MARKET, BY COUNTRY, 2022-2028 (USD MILLION)
      • MEMORY
        • Table AI IN MEDICAL DIAGNOSTICS MEMORY MARKET, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MEMORY MARKET, BY COUNTRY, 2022-2028 (USD MILLION)
      • NETWORKS
        • Table AI IN MEDICAL DIAGNOSTICS NETWORKS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS NETWORKS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS NETWORKS MARKET, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS NETWORKS MARKET, BY COUNTRY, 2022-2028 (USD MILLION)
        • Table ADAPTERS MARKET, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table ADAPTERS MARKET, BY COUNTRY, 2022-2028 (USD MILLION)
        • Table SWITCHES MARKET, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table SWITCHES MARKET, BY COUNTRY, 2022-2028 (USD MILLION)
        • Table INTERCONNECTS MARKET, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table INTERCONNECTS MARKET, BY COUNTRY, 2022-2028 (USD MILLION)
  • ARTIFICIAL INTELLIGENCE IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION
    • INTRODUCTION
      • Table AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2017-2021 (USD MILLION)
      • Table AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
    • IN VIVO DIAGNOSTICS
      • IN VIVO DIAGNOSTICS MARKET, BY SPECIALTY
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2022-2028 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTIC SPECIALTIES, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTIC SPECIALTIES, BY COUNTRY, 2022-2028 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS FOR RADIOLOGY, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS FOR RADIOLOGY, BY COUNTRY, 2022-2028 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR CARDIOLOGY, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR CARDIOLOGY, BY COUNTRY, 2022-2028 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR NEUROLOGY, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR NEUROLOGY, BY COUNTRY, 2022-2028 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR OBSTETRICS/GYNECOLOGY, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR OBSTETRICS/GYNECOLOGY, BY COUNTRY, 2022-2028 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR OPHTHALMOLOGY, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR OPHTHALMOLOGY, BY COUNTRY, 2022-2028 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR OTHER SPECIALTIES, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR OTHER SPECIALTIES, BY COUNTRY, 2022-2028 (USD MILLION)
      • IN VIVO DIAGNOSTICS MARKET, BY MODALITY
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2022-2028 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTIC MODALITIES, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTIC MODALITIES, BY COUNTRY, 2022-2028 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR CT, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR CT, BY COUNTRY, 2022-2028 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR X-RAY, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR X-RAY, BY COUNTRY, 2022-2028 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR MRI, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR MRI, BY COUNTRY, 2022-2028 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR ULTRASOUND, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR ULTRASOUND, BY COUNTRY, 2022-2028 (USD MILLION)
        • Table FDA-APPROVED AI APPLICATIONS IN BREAST IMAGING
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR OTHER MODALITIES, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR OTHER MODALITIES, BY COUNTRY, 2022-2028 (USD MILLION)
    • IN VITRO DIAGNOSTICS
      • INCREASING ADOPTION OF POC TESTING IN EMERGING ECONOMIES TO SUPPORT MARKET GROWTH
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VITRO DIAGNOSTICS, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VITRO DIAGNOSTICS, BY COUNTRY, 2022-2028 (USD MILLION)
  • ARTIFICIAL INTELLIGENCE IN MEDICAL DIAGNOSTICS MARKET, BY END USER
    • INTRODUCTION
      • Table AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2017-2021 (USD MILLION)
      • Table AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2022-2028 (USD MILLION)
    • HOSPITALS
      • INSTALLATION OF ADVANCED AI DIAGNOSTIC IMAGING SOLUTIONS TO DRIVE MARKET
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR HOSPITALS, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR HOSPITALS, BY COUNTRY, 2022-2028 (USD MILLION)
    • DIAGNOSTIC IMAGING CENTERS
      • GROWING NUMBER OF PRIVATE IMAGING CENTERS TO DRIVE MARKET
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR DIAGNOSTIC IMAGING CENTERS, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR DIAGNOSTIC IMAGING CENTERS, BY COUNTRY, 2022-2028 (USD MILLION)
    • DIAGNOSTIC LABORATORIES
      • RISING SPECIMEN TEST VOLUMES TO DRIVE MARKET
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR DIAGNOSTIC LABORATORIES, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR DIAGNOSTIC LABORATORIES, BY COUNTRY, 2022-2028 (USD MILLION)
    • OTHER END USERS
      • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR OTHER END USERS, BY COUNTRY, 2017-2021 (USD MILLION)
      • Table AI IN MEDICAL DIAGNOSTICS MARKET FOR OTHER END USERS, BY COUNTRY, 2022-2028 (USD MILLION)
  • ARTIFICIAL INTELLIGENCE IN MEDICAL DIAGNOSTICS MARKET, BY REGION
    • INTRODUCTION
      • Table AI IN MEDICAL DIAGNOSTICS MARKET, BY REGION, 2017-2021 (USD MILLION)
      • Table AI IN MEDICAL DIAGNOSTICS MARKET, BY REGION, 2022-2028 (USD MILLION)
    • NORTH AMERICA
      • NORTH AMERICA: RECESSION IMPACT
        • Table NORTH AMERICA: AI IN MEDICAL DIAGNOSTICS MARKET, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table NORTH AMERICA: AI IN MEDICAL DIAGNOSTICS MARKET, BY COUNTRY, 2022-2028 (USD MILLION)
        • Table NORTH AMERICA: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2017-2021 (USD MILLION)
        • Table NORTH AMERICA: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
        • Table NORTH AMERICA: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2017-2021 (USD MILLION)
        • Table NORTH AMERICA: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2022-2028 (USD MILLION)
        • Table NORTH AMERICA: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2017-2021 (USD MILLION)
        • Table NORTH AMERICA: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2022-2028 (USD MILLION)
        • Table NORTH AMERICA: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2017-2021 (USD MILLION)
        • Table NORTH AMERICA: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2022-2028 (USD MILLION)
        • Table NORTH AMERICA: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table NORTH AMERICA: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table NORTH AMERICA: PROCESSORS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table NORTH AMERICA: PROCESSORS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table NORTH AMERICA: NETWORKS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table NORTH AMERICA: NETWORKS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table NORTH AMERICA: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2017-2021 (USD MILLION)
        • Table NORTH AMERICA: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2022-2028 (USD MILLION)
      • US
        • Table US: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2017-2021 (USD MILLION)
        • Table US: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
        • Table US: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2017-2021 (USD MILLION)
        • Table US: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2022-2028 (USD MILLION)
        • Table US: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2017-2021 (USD MILLION)
        • Table US: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2022-2028 (USD MILLION)
        • Table US: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2017-2021 (USD MILLION)
        • Table US: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2022-2028 (USD MILLION)
        • Table US: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table US: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table US: PROCESSORS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table US: PROCESSORS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table US: NETWORKS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table US: NETWORKS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table US: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2017-2021 (USD MILLION)
        • Table US: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2022-2028 (USD MILLION)
      • CANADA
        • Table CANADA: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2017-2021 (USD MILLION)
        • Table CANADA: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
        • Table CANADA: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2017-2021 (USD MILLION)
        • Table CANADA: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2022-2028 (USD MILLION)
        • Table CANADA: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2017-2021 (USD MILLION)
        • Table CANADA: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2022-2028 (USD MILLION)
        • Table CANADA: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2017-2021 (USD MILLION)
        • Table CANADA: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2022-2028 (USD MILLION)
        • Table CANADA: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table CANADA: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table CANADA: PROCESSORS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table CANADA: PROCESSORS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table CANADA: NETWORKS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table CANADA: NETWORKS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table CANADA: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2017-2021 (USD MILLION)
        • Table CANADA: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2022-2028 (USD MILLION)
    • EUROPE
      • EUROPE: RECESSION IMPACT
        • Table EUROPE: AI IN MEDICAL DIAGNOSTICS MARKET, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table EUROPE: AI IN MEDICAL DIAGNOSTICS MARKET, BY COUNTRY, 2022-2028 (USD MILLION)
        • Table EUROPE: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2017-2021 (USD MILLION)
        • Table EUROPE: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
        • Table EUROPE: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2017-2021 (USD MILLION)
        • Table EUROPE: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2022-2028 (USD MILLION)
        • Table EUROPE: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2017-2021 (USD MILLION)
        • Table EUROPE: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2022-2028 (USD MILLION)
        • Table EUROPE: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2017-2021 (USD MILLION)
        • Table EUROPE: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2022-2028 (USD MILLION)
        • Table EUROPE: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table EUROPE: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table EUROPE: PROCESSORS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table EUROPE: PROCESSORS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table EUROPE: NETWORKS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table EUROPE: NETWORKS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table EUROPE: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2017-2021 (USD MILLION)
        • Table EUROPE: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2022-2028 (USD MILLION)
      • GERMANY
        • Table GERMANY: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2017-2021 (USD MILLION)
        • Table GERMANY: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
        • Table GERMANY: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2017-2021 (USD MILLION)
        • Table GERMANY: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2022-2028 (USD MILLION)
        • Table GERMANY: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2017-2021 (USD MILLION)
        • Table GERMANY: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2022-2028 (USD MILLION)
        • Table GERMANY: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2017-2021 (USD MILLION)
        • Table GERMANY: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2022-2028 (USD MILLION)
        • Table GERMANY: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table GERMANY: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table GERMANY: PROCESSORS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table GERMANY: PROCESSORS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table GERMANY: NETWORKS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table GERMANY: NETWORKS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table GERMANY: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2017-2021 (USD MILLION)
        • Table GERMANY: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2022-2028 (USD MILLION)
      • FRANCE
        • Table FRANCE: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2017-2021 (USD MILLION)
        • Table FRANCE: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
        • Table FRANCE: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2017-2021 (USD MILLION)
        • Table FRANCE: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2022-2028 (USD MILLION)
        • Table FRANCE: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2017-2021 (USD MILLION)
        • Table FRANCE: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2022-2028 (USD MILLION)
        • Table FRANCE: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2017-2021 (USD MILLION)
        • Table FRANCE: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2022-2028 (USD MILLION)
        • Table FRANCE: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table FRANCE: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table FRANCE: PROCESSORS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table FRANCE: PROCESSORS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table FRANCE: NETWORKS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table FRANCE: NETWORKS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table FRANCE: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2017-2021 (USD MILLION)
        • Table FRANCE: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2022-2028 (USD MILLION)
      • UK
        • Table UK: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2017-2021 (USD MILLION)
        • Table UK: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
        • Table UK: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2017-2021 (USD MILLION)
        • Table UK: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2022-2028 (USD MILLION)
        • Table UK: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2017-2021 (USD MILLION)
        • Table UK: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2022-2028 (USD MILLION)
        • Table UK: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2017-2021 (USD MILLION)
        • Table UK: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2022-2028 (USD MILLION)
        • Table UK: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table UK: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table UK: PROCESSORS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table UK: PROCESSORS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table UK: NETWORKS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table UK: NETWORKS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table UK: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2017-2021 (USD MILLION)
        • Table UK: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2022-2028 (USD MILLION)
      • ITALY
        • Table ITALY: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2017-2021 (USD MILLION)
        • Table ITALY: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
        • Table ITALY: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2017-2021 (USD MILLION)
        • Table ITALY: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2022-2028 (USD MILLION)
        • Table ITALY: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2017-2021 (USD MILLION)
        • Table ITALY: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2022-2028 (USD MILLION)
        • Table ITALY: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2017-2021 (USD MILLION)
        • Table ITALY: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2022-2028 (USD MILLION)
        • Table ITALY: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table ITALY: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table ITALY: PROCESSORS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table ITALY: PROCESSORS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table ITALY: NETWORKS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table ITALY: NETWORKS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table ITALY: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2017-2021 (USD MILLION)
        • Table ITALY: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2022-2028 (USD MILLION)
      • SPAIN
        • Table SPAIN: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2017-2021 (USD MILLION)
        • Table SPAIN: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
        • Table SPAIN: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2017-2021 (USD MILLION)
        • Table SPAIN: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2022-2028 (USD MILLION)
        • Table SPAIN: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2017-2021 (USD MILLION)
        • Table SPAIN: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2022-2028 (USD MILLION)
        • Table SPAIN: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2017-2021 (USD MILLION)
        • Table SPAIN: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2022-2028 (USD MILLION)
        • Table SPAIN: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table SPAIN: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table SPAIN: PROCESSORS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table SPAIN: PROCESSORS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table SPAIN: NETWORKS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table SPAIN: NETWORKS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table SPAIN: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2017-2021 (USD MILLION)
        • Table SPAIN: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2022-2028 (USD MILLION)
      • REST OF EUROPE
        • Table REST OF EUROPE: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2017-2021 (USD MILLION)
        • Table REST OF EUROPE: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
        • Table REST OF EUROPE: AI IN MEDICA DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2017-2021 (USD MILLION)
        • Table REST OF EUROPE: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2022-2028 (USD MILLION)
        • Table REST OF EUROPE: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2017-2021 (USD MILLION)
        • Table REST OF EUROPE: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2022-2028 (USD MILLION)
        • Table REST OF EUROPE: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2017-2021 (USD MILLION)
        • Table REST OF EUROPE: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2022-2028 (USD MILLION)
        • Table REST OF EUROPE: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table REST OF EUROPE: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table REST OF EUROPE: PROCESSORS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table REST OF EUROPE: PROCESSORS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table REST OF EUROPE: NETWORKS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table REST OF EUROPE: NETWORKS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table REST OF EUROPE: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2017-2021 (USD MILLION)
        • Table REST OF EUROPE: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2022-2028 (USD MILLION)
    • ASIA PACIFIC
      • ASIA PACIFIC: RECESSION IMPACT
        • Table ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS MARKET, BY COUNTRY, 2017-2021 (USD MILLION)
        • Table ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS MARKET, BY COUNTRY, 2022-2028 (USD MILLION)
        • Table ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2017-2021 (USD MILLION)
        • Table ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
        • Table ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2017-2021 (USD MILLION)
        • Table ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2022-2028 (USD MILLION)
        • Table ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2017-2021 (USD MILLION)
        • Table ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2022-2028 (USD MILLION)
        • Table ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2017-2021 (USD MILLION)
        • Table ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2022-2028 (USD MILLION)
        • Table ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table ASIA PACIFIC: PROCESSORS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table ASIA PACIFIC: PROCESSORS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table ASIA PACIFIC: NETWORKS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table ASIA PACIFIC: NETWORKS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2017-2021 (USD MILLION)
        • Table ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2022-2028 (USD MILLION)
      • CHINA
        • Table CHINA: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2017-2021 (USD MILLION)
        • Table CHINA: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
        • Table CHINA: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2017-2021 (USD MILLION)
        • Table CHINA: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2022-2028 (USD MILLION)
        • Table CHINA: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2017-2021 (USD MILLION)
        • Table CHINA: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2022-2028 (USD MILLION)
        • Table CHINA: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2017-2021 (USD MILLION)
        • Table CHINA: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2022-2028 (USD MILLION)
        • Table CHINA: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table CHINA: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table CHINA: PROCESSORS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table CHINA: PROCESSORS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table CHINA: NETWORKS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table CHINA: NETWORKS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table CHINA: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2017-2021 (USD MILLION)
        • Table CHINA: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2022-2028 (USD MILLION)
      • JAPAN
        • Table JAPAN: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2017-2021 (USD MILLION)
        • Table JAPAN: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
        • Table JAPAN: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2017-2021 (USD MILLION)
        • Table JAPAN: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2022-2028 (USD MILLION)
        • Table JAPAN: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2017-2021 (USD MILLION)
        • Table JAPAN: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2022-2028 (USD MILLION)
        • Table JAPAN: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2017-2021 (USD MILLION)
        • Table JAPAN: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2022-2028 (USD MILLION)
        • Table JAPAN: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table JAPAN: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table JAPAN: PROCESSORS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table JAPAN: PROCESSORS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table JAPAN: NETWORKS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table JAPAN: NETWORKS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table JAPAN: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2017-2021 (USD MILLION)
        • Table JAPAN: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2022-2028 (USD MILLION)
      • INDIA
        • Table INDIA: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2017-2021 (USD MILLION)
        • Table INDIA: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
        • Table INDIA: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2017-2021 (USD MILLION)
        • Table INDIA: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2022-2028 (USD MILLION)
        • Table INDIA: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2017-2021 (USD MILLION)
        • Table INDIA: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2022-2028 (USD MILLION)
        • Table INDIA: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2017-2021 (USD MILLION)
        • Table INDIA: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2022-2028 (USD MILLION)
        • Table INDIA: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table INDIA: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table INDIA: PROCESSORS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table INDIA: PROCESSORS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table INDIA: NETWORKS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table INDIA: NETWORKS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table INDIA: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2017-2021 (USD MILLION)
        • Table INDIA: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2022-2028 (USD MILLION)
      • REST OF ASIA PACIFIC
        • Table REST OF ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2017-2021 (USD MILLION)
        • Table REST OF ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
        • Table REST OF ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2017-2021 (USD MILLION)
        • Table REST OF ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2022-2028 (USD MILLION)
        • Table REST OF ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2017-2021 (USD MILLION)
        • Table REST OF ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2022-2028 (USD MILLION)
        • Table REST OF ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2017-2021 (USD MILLION)
        • Table REST OF ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2022-2028 (USD MILLION)
        • Table REST OF ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table REST OF ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table REST OF ASIA PACIFIC: PROCESSORS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table REST OF ASIA PACIFIC: PROCESSORS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table REST OF ASIA PACIFIC: NETWORKS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table REST OF ASIA PACIFIC: NETWORKS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table REST OF ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2017-2021 (USD MILLION)
        • Table REST OF ASIA PACIFIC: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2022-2028 (USD MILLION)
    • LATIN AMERICA
      • RISING INITIATIVES TO STABILIZE HEALTHCARE SYSTEMS TO DRIVE UPTAKE OF AI-BASED TOOLS
      • LATIN AMERICA: RECESSION IMPACT
        • Table LATIN AMERICA: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2017-2021 (USD MILLION)
        • Table LATIN AMERICA: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
        • Table LATIN AMERICA: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2017-2021 (USD MILLION)
        • Table LATIN AMERICA: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2022-2028 (USD MILLION)
        • Table LATIN AMERICA: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2017-2021 (USD MILLION)
        • Table LATIN AMERICA: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2022-2028 (USD MILLION)
        • Table LATIN AMERICA: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2017-2021 (USD MILLION)
        • Table LATIN AMERICA: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2022-2028 (USD MILLION)
        • Table LATIN AMERICA: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2017-2021(USD MILLION)
        • Table LATIN AMERICA: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table LATIN AMERICA: PROCESSORS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table LATIN AMERICA: PROCESSORS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table LATIN AMERICA: NETWORKS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table LATIN AMERICA: NETWORKS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table LATIN AMERICA: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2017-2021 (USD MILLION)
        • Table LATIN AMERICA: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2022-2028 (USD MILLION)
    • MIDDLE EAST & AFRICA
      • GROWING HEALTHCARE EXPENDITURE FOSTER GROWTH OF AI
      • MIDDLE EAST & AFRICA: RECESSION IMPACT
        • Table MIDDLE EAST & AFRICA: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2017-2021 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN MEDICAL DIAGNOSTICS MARKET, BY APPLICATION, 2022-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2017-2021 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY SPECIALTY, 2022-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2017-2021 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN MEDICAL DIAGNOSTICS MARKET FOR IN VIVO DIAGNOSTICS, BY MODALITY, 2022-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2017-2021 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN MEDICAL DIAGNOSTICS MARKET, BY COMPONENT, 2022-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN MEDICAL DIAGNOSTICS HARDWARE MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: PROCESSORS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: PROCESSORS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: NETWORKS MARKET, BY TYPE, 2017-2021 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: NETWORKS MARKET, BY TYPE, 2022-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2017-2021 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN MEDICAL DIAGNOSTICS MARKET, BY END USER, 2022-2028 (USD MILLION)
  • COMPETITIVE LANDSCAPE
    • OVERVIEW
    • KEY PLAYER STRATEGIES/RIGHT TO WIN
      • Table OVERVIEW OF STRATEGIES ADOPTED BY PLAYERS
    • REVENUE ANALYSIS
    • MARKET SHARE ANALYSIS
      • Table AI IN MEDICAL DIAGNOSTICS MARKET: DEGREE OF COMPETITION
    • COMPANY EVALUATION MATRIX
      • STARS
      • EMERGING LEADERS
      • PERVASIVE PLAYERS
      • PARTICIPANTS
      • COMPANY FOOTPRINT ANALYSIS
        • Table OVERALL COMPANY FOOTPRINT (TEN PLAYERS)
        • Table APPLICATION (IN VIVO DIAGNOSTIC MODALITIES) FOOTPRINT (TEN PLAYERS)
        • Table REGIONAL FOOTPRINT (TEN PLAYERS)
    • START-UP/SME EVALUATION MATRIX
      • PROGRESSIVE COMPANIES
      • DYNAMIC COMPANIES
      • RESPONSIVE COMPANIES
      • STARTING BLOCKS
      • COMPETITIVE BENCHMARKING
        • Table AI IN MEDICAL DIAGNOSTICS MARKET: DETAILED LIST OF KEY START-UPS/SMES
        • Table AI IN MEDICAL DIAGNOSTICS MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS (START-UPS/SMES)
    • COMPETITIVE SCENARIO
      • PRODUCT LAUNCHES & ENHANCEMENTS
        • Table AI IN MEDICAL DIAGNOSTICS MARKET: PRODUCT LAUNCHES & ENHANCEMENTS, JANUARY 2020-SEPTEMBER 2023
      • DEALS
        • Table KEY DEALS, JANUARY 2020-SEPTEMBER 2023
      • OTHER DEVELOPMENTS
        • Table AI IN MEDICAL DIAGNOSTICS MARKET: OTHER DEVELOPMENTS (JANUARY 2020-SEPTEMBER 2023)
  • COMPANY PROFILES
    • KEY PLAYERS
      • MICROSOFT
        • Table MICROSOFT: COMPANY OVERVIEW
      • NVIDIA CORPORATION
        • Table NVIDIA CORPORATION: COMPANY OVERVIEW
      • MERATIVE
        • Table MERATIVE: COMPANY OVERVIEW
      • GOOGLE (ALPHABET, INC.)
        • Table GOOGLE: COMPANY OVERVIEW
      • INTEL CORPORATION
        • Table INTEL CORPORATION: COMPANY OVERVIEW
      • SIEMENS HEALTHINEERS
        • Table SIEMENS HEALTHINEERS: COMPANY OVERVIEW
      • GE HEALTHCARE
        • Table GE HEALTHCARE: COMPANY OVERVIEW
      • ADVANCED MICRO DEVICES, INC.
        • Table ADVANCED MICRO DEVICES, INC.: COMPANY OVERVIEW
      • KONINKLIJKE PHILIPS N.V.
        • Table KONINKLIJKE PHILIPS N.V.: COMPANY OVERVIEW
      • DIGITAL DIAGNOSTICS, INC.
        • Table DIGITAL DIAGNOSTICS, INC.: COMPANY OVERVIEW
      • INFORMAI
        • Table INFORMAI: COMPANY OVERVIEW
    • OTHER PLAYERS
      • HEARTFLOW, INC.
      • ENLITIC, INC.
      • AIDENCE
      • BUTTERFLY NETWORK, INC.
      • NANO X IMAGING LTD.
      • VIZ.AI, INC.
      • QUIBIM
      • QURE.AI
      • THERAPIXEL
      • AIDOC
      • LUNIT, INC.
      • ECHONOUS, INC.
      • ICOMETRIX
      • BRAINOMIX
  • APPENDIX
    • DISCUSSION GUIDE
    • KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
    • CUSTOMIZATION OPTIONS
    • RELATED REPORTS
    • AUTHOR DETAILS

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