Computer Vision in Healthcare Market: Growth, Size, Share, and Trends

Computer Vision in Healthcare Market by Product (Processor, Software, Memory Device, Services), Type (Smart Camera), Application (Imaging, Surgery, Hospital Management (Patient Provider Tracking, Scheduling)), End User & Region - Global Forecast to 2029

Report Code: HIT 6886 May, 2024, by marketsandmarkets.com

Market Growth Outlook Summary

The global computer vision in healthcare market growth forecasted to transform from USD 3.9 billion in 2024 to USD 11.5 billion by 2029, driven by a CAGR of 24.0%. Market growth is propelled by the regulatory initiatives and incentives promote the adoption of computer vision in healthcare. Regulatory agencies, such as the FDA and EMA, provide frameworks for validating and approving medical devices and software applications based on computer vision technologies. Nevertheless, challenges such as the complexity of integrating computer vision systems into existing healthcare infrastructures, shortage of skilled IT professionals and security concerns pose certain obstacles to the growth of the global computer vision in healthcare market. The market for computer vision in healthcare refers to the sector where computer vision technology is applied to various aspects of healthcare services, processes, and systems. This market is characterized by the intersection of advanced computer vision algorithms and applications with the diverse needs of healthcare providers, patients, and other stakeholders.

Computer Vision in Healthcare Market Trends

Computer Vision in Healthcare  Market

To know about the assumptions considered for the study, Request for Free Sample Report

Computer Vision In Healthcare Market Overview

Computer Vision in Healthcare  Market

Computer Vision in Healthcare Market Dynamics

Driver: The healthcare sector is experiencing a growing need for computer vision systems.

Over time, there has been a notable surge in the demand for AI-powered computer vision solutions within the healthcare sector. These solutions exhibit significant potential across various healthcare realms, ranging from clinical trials and precision medicine to the diagnosis of medical images. The advantages offered by AI-driven CV systems, such as enhanced patient care delivery, expedited and more accurate analysis of diagnostic images, improved medication adherence, and cost reduction, are compelling reasons behind the adoption of these solutions by diverse stakeholders in the healthcare industry.

The growing integration of computer vision technology in healthcare aims to streamline decision-making processes, reduce human errors, and ultimately enhance the efficiency and efficacy of healthcare services. Given the benefits associated with AI-based computer vision in healthcare, an increasing number of academic institutions are opting to implement these solutions. For instance, in April 2024, CAD collaborated with RAD-AID to bolster breast cancer detection using AI technology in underserved regions and low- to middle-income countries (LMICs). Furthermore, in November 2023, ICAD's AI-driven solutions facilitated the expedited detection of breast cancer through a partnership with GE Healthcare. These expanding partnerships are anticipated to drive market growth in the foreseeable future.

Restraint: The resistance of medical practitioners towards adopting AI-based technologies.

The significant expansion of digital health and mobile health technologies has empowered healthcare providers to introduce innovative treatment methods to assist patients. AI technologies provide doctors with valuable tools for diagnosing and treating patients more effectively. However, there exists an apparent reluctance among medical professionals towards embracing new technologies. Some practitioners hold the misconception that AI will gradually replace doctors in the future. Forecasts from the World Economic Forum in January 2016 predicted a loss of 5.1 million jobs across all sectors by 2020 due to AI technologies. However, in the healthcare sector, there is only a 0.42% probability, as indicated by a study from Oxford University published in September 2013, that physicians and surgeons will be replaced by AI by 2020.

Moreover, there is a concern that patients might overly rely on these technologies, potentially leading them to forego necessary in-person treatments, which could strain long-standing doctor-patient relationships.

Presently, many healthcare professionals harbor doubts about the accuracy of AI solutions in diagnosing patient conditions. This skepticism makes it challenging to persuade providers that AI-based solutions are cost-effective, efficient, and safe alternatives that not only provide convenience to doctors but also enhance patient care. Nevertheless, healthcare providers are gradually recognizing the potential benefits of AI-based solutions and the diverse range of applications they offer. Consequently, there is a likelihood that in the forthcoming decade, doctors will increasingly embrace AI-based technologies in healthcare.

Opportunity: Computer vision solutions for healthcare that are hosted in the cloud.

At present, numerous businesses are transitioning to the cloud to capitalize on advantages like simplified deployment, accelerated processing speeds, and user-friendly interfaces. In the context of computer vision solutions, deploying in the cloud enables end-users to access mission-critical data in real-time, presenting a significant advantage. Additionally, cloud-based computer vision solutions offer rapid and straightforward implementation, along with cost savings by eliminating infrastructure and maintenance expenses. Furthermore, they deliver scalability and flexibility to accommodate expanding user bases within organizations. As a result of these advantages, there is a growing demand among end-users for cloud-based computer vision solutions in the healthcare sector.

Challenge: Lack of curated data

The availability of comprehensive and well-organized data is essential for training and refining a robust AI system. Traditionally, datasets were predominantly structured and manually inputted. However, the proliferation of digital technologies, including IoT in healthcare, has led to the generation of vast amounts of data from interconnected health monitoring devices, Electronic Health Records (EHRs), and various other remotely connected healthcare equipment. Much of this imaging data lacks a coherent internal structure, making it challenging for developers to derive insights from it effectively. To train machine learning algorithms, developers require high-quality labeled data, often necessitating skilled human annotators. The process of extracting and labeling unstructured data demands a significant workforce and time investment.

Furthermore, patient information is highly sensitive and subject to stringent privacy regulations. Legislation such as HIPAA and the HITECH Act mandates that entities handling sensitive health data implement measures to ensure its privacy and security. These entities are also required to notify patients in case of any breach compromising their information. Consequently, accessing curated data is challenging due to concerns regarding privacy, record identification, and security protocols.

Therefore, structured medical imaging data plays a crucial role in the development of efficient AI-based computer vision systems. Companies are now exploring ways to derive insights from semi-structured data—a combination of structured and unstructured data—that facilitates information extraction through groupings and hierarchies. However, solutions and analytics tools for semi-structured data are still in their early stages of development.

COMPUTER VISION IN HEALTHCARE INDUSTRY ECOSYSTEM

This section provides an overview of the ecosystem within the computer vision market in healthcare. Network connectivity and hardware providers encompass manufacturers of various components, including graphics processing units (GPUs), central processing units/microprocessing units (CPUs), field-programmable gate arrays (FPGAs), and application-specific integrated circuits (ASICs). Key players in this domain include NVIDIA Corporation and Intel Corporation, with Xilinx being a significant FPGA provider, and other notable hardware providers include Micron, Microsoft, and Intel Corporation. Server provision is dominated by players like Microsoft and Intel Corporation, while cloud service providers include Amazon Web Services (AWS), Microsoft Azure, Google Cloud, and Koninklijke Philips N.V.

Intensifying market competition between established companies and startups is driving the introduction and advancement of hardware products and software platforms tailored for running machine learning algorithms and other AI programs. The ecosystem is characterized by its dynamic nature, where each component contributes significantly to propelling the growth of the computer vision market in healthcare.

The research and product development sector includes in-house research facilities, contract research organizations, and contract development and manufacturing organizations, playing a pivotal role in outsourcing services for product development.

Computer Vision in Healthcare  Market Ecosystem

The medical imaging & diagnostics segment registered the highest growth in the computer vision in healthcare industry, by application.

The medical imaging and diagnostics segment in application within the computer vision in healthcare market exhibits the highest growth rate during the forecast period owing to burgeoning demand for medical imaging technologies like MRI, CT scans, and X-rays, driven by the need for accurate and efficient diagnostic tools. Concurrently, the rising prevalence of chronic diseases globally underscores the pivotal role of medical imaging in early detection and ongoing monitoring of conditions such as cancer, cardiovascular disorders, and neurological ailments.

Healthcare providers registered highest growth by the end user of computer vision in healthcare industry during the forecast period

The healthcare providers segment is anticipated to exhibit the highest growth rate in the computer vision in healthcare market. This growth is due to healthcare providers increasingly embracing AI and automation technologies to enhance patient care and streamline operational processes. Within this context, computer vision offers a suite of capabilities, including image analysis and pattern recognition, which are crucial for tasks such as medical imaging interpretation and patient monitoring.

North America accounted for largest share of the computer vision in healthcare industry in 2023.

In 2023, North America commands the largest share of the computer vision in healthcare market. The expansion of the market in North America can be ascribed to various factors, including the region boasts a robust healthcare infrastructure and a strong focus on technological innovation, the region benefits from extensive government support and investment in healthcare IT initiatives and the presence of key market players in the region.

NORTH AMERICA - COMPUTER VISION IN HEALTHCARE MARKET OVERVIEW

Computer Vision in Healthcare  Market by Region

To know about the assumptions considered for the study, download the pdf brochure

The computer vision in healthcare market key established players include NVIDIA Corporation (US), Intel Corporation (US), Microsoft Corporation (US), Advanced Micro Devices, Inc. (US), Google, Inc. (US) among others.

Scope of the Computer Vision in Healthcare Industry:

Report Metric

Details

Market Revenue Size in 2024

$3.9 billion

Projected Revenue Size by 2029

$11.5 billion

Industry Growth Rate

Poised to Grow at a CAGR of 24.0%

Market Driver

The healthcare sector is experiencing a growing need for computer vision systems.

Market Opportunity

Computer vision solutions for healthcare that are hosted in the cloud.

The study categorizes computer vision in healthcare market to forecast revenue and analyze trends in each of the following submarkets:

By Segment
By Product & Service
  • Software
    • On Premise Solutions
    • Cloud Based Solutions
  • Hardware
    • Processors
      • CPUs
      • GPUs
      • FPGAs
      • ASICs
      • VPUs
    • Memory Devices
    • Network
  • Services
By Type
  • Smart Camera Based Computer Vision Systems
  • PC Based Computer Vision Systems
By Application
  • Medical Imaging & Diagnostics
  • Surgeries
  • Hospital Management
    • Patient/Provider Tracking
    • Scheduling Optimization
    • Inventory Management
    • Patient Activity Monitoring/Fall Prevention
  • Other Applications
By End User
  • Healthcare Providers
  • Diagnostic Centers
  • Other End Users
By Region
  • North America
    • US
    • Canada
  • Europe
    • Germany
    • France
    • UK
    • Italy
    • RoE
  • Asia Pacific
    • Japan
    • China
    • India
    • RoAPAC
  • Latin America
    • Brazil
    • Mexico
    • RoLATAM
  • Middle East & Africa
    • GCC
    • RoMEA

Recent Developments of Computer Vision In Healthcare Industry:

  • In April 2024, iCAD partnered with RAD-AID to enhance breast cancer detection utilizing the AI technology in underserved regions and low- and middle-income countries (LMICs).
  • In March 2024, Microsoft and NVIDIA have broadened their longstanding collaboration with robust new integrations that harness cutting-edge NVIDIA generative AI and Omniverse technologies across Microsoft Azure, Azure AI services, Microsoft Fabric, and Microsoft 365.
  • In February 2022, Advanced Micro Devices acquired Xilinx. This acquisition established the forefront leader in high-performance and adaptive computing, with a significantly expanded scale and the most formidable portfolio of leadership computing, graphics, and adaptive SoC products in the industry.

Frequently Asked Questions (FAQ):

To speak to our analyst for a discussion on the above findings, click Speak to Analyst

TABLE OF CONTENTS
 
1 INTRODUCTION (Page No. - 55)
    1.1 STUDY OBJECTIVES 
    1.2 MARKET DEFINITION 
           1.2.1 INCLUSIONS AND EXCLUSIONS OF STUDY
    1.3 MARKET SCOPE 
          FIGURE 1 COMPUTER VISION IN HEALTHCARE: MARKET SEGMENTATION
          FIGURE 2 COMPUTER VISION IN HEALTHCARE: REGIONAL SEGMENTATION
           1.3.1 YEARS CONSIDERED
    1.4 CURRENCY 
    1.5 STAKEHOLDERS 
    1.6 SUMMARY OF CHANGES 
    1.7 RECESSION IMPACT 
 
2 RESEARCH METHODOLOGY (Page No. - 60)
    2.1 RESEARCH DATA 
          FIGURE 3 RESEARCH DESIGN
           2.1.1 SECONDARY DATA
                    2.1.1.1 Key data from secondary sources
           2.1.2 PRIMARY DATA
                    FIGURE 4 PRIMARY SOURCES
                    2.1.2.1 Key data from primary sources
                    2.1.2.2 Insights from primary experts
                                FIGURE 5 BREAKDOWN OF PRIMARY INTERVIEWS (DEMAND SIDE): BY COMPANY TYPE, DESIGNATION, AND REGION
    2.2 MARKET SIZE ESTIMATION 
          FIGURE 6 MARKET SIZE ESTIMATION: REVENUE SHARE ANALYSIS
          FIGURE 7 TOP-DOWN APPROACH
          FIGURE 8 CAGR PROJECTIONS FROM ANALYSIS OF MARKET DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES (2024–2029)
          FIGURE 9 CAGR PROJECTIONS: SUPPLY-SIDE ANALYSIS
    2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 
          FIGURE 10 DATA TRIANGULATION METHODOLOGY
    2.4 MARKET SHARE ESTIMATION 
    2.5 RESEARCH ASSUMPTIONS 
          FIGURE 11 STUDY ASSUMPTIONS
    2.6 LIMITATIONS 
           2.6.1 METHODOLOGY-RELATED LIMITATIONS
           2.6.2 SCOPE-RELATED LIMITATIONS
    2.7 RISK ASSESSMENT 
          TABLE 1 COMPUTER VISION IN HEALTHCARE MARKET: RISK ASSESSMENT
    2.8 RECESSION IMPACT ANALYSIS 
          TABLE 2 GLOBAL INFLATION RATE PROJECTIONS, 2021–2027 (% GROWTH)
          TABLE 3 US HEALTH EXPENDITURE, 2019–2022 (USD MILLION)
          TABLE 4 US HEALTH EXPENDITURE, 2023–2027 (USD MILLION)
 
3 EXECUTIVE SUMMARY (Page No. - 73)
    FIGURE 12 COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE,  2024 VS. 2029 (USD MILLION)
    FIGURE 13 COMPUTER VISION IN HEALTHCARE INDUSTRY, BY TYPE,  2024 VS. 2029 (USD MILLION)
    FIGURE 14 MARKET, BY APPLICATION,  2024 VS. 2029 (USD MILLION)
    FIGURE 15 MARKET, BY END USER,  2024 VS. 2029 (USD MILLION)
    FIGURE 16 GEOGRAPHICAL SNAPSHOT OF MARKET
 
4 PREMIUM INSIGHTS (Page No. - 77)
    4.1 COMPUTER VISION IN HEALTHCARE MARKET OVERVIEW 
          FIGURE 17 INCREASING DEMAND FOR COMPUTER VISION SYSTEMS IN HEALTHCARE INDUSTRY TO DRIVE MARKET
    4.2 ASIA PACIFIC: COMPUTER VISION IN HEALTHCARE INDUSTRY, BY PRODUCT & SERVICE AND COUNTRY (2023) 
          FIGURE 18 SOFTWARE SEGMENT ACCOUNTED FOR LARGEST SHARE OF ASIA PACIFIC MARKET IN 2023
    4.3 MARKET: GEOGRAPHIC GROWTH OPPORTUNITIES 
          FIGURE 19 CHINA TO REGISTER HIGHEST GROWTH RATE DURING FORECAST PERIOD
    4.4 REGIONAL MIX: COMPUTER VISION IN HEALTHCARE  MARKET (2024−2029) 
          FIGURE 20 NORTH AMERICA TO DOMINATE MARKET DURING FORECAST PERIOD
    4.5 MARKET: DEVELOPED VS. EMERGING MARKETS 
          FIGURE 21 EMERGING MARKETS TO REGISTER HIGHER GROWTH DURING FORECAST PERIOD
 
5 MARKET OVERVIEW (Page No. - 81)
    5.1 INTRODUCTION 
    5.2 MARKET DYNAMICS 
           FIGURE 22 COMPUTER VISION IN HEALTHCARE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
           5.2.1 DRIVERS
                    5.2.1.1 Increasing demand for computer vision systems in healthcare industry
                    5.2.1.2 Government initiatives to increase adoption of AI-based technologies
                    5.2.1.3 Big data in healthcare
                    5.2.1.4 Use of computer vision in precision medicine
                    5.2.1.5 Advancements in deep learning and neural network technologies
           5.2.2 RESTRAINTS
                    5.2.2.1 Reluctance of medical practitioners to adopt AI-based technologies
                    5.2.2.2 Lack of awareness and technical knowledge
           5.2.3 OPPORTUNITIES
                    5.2.3.1 Cloud-based healthcare computer vision solutions
                    5.2.3.2 Unexplored applications
           5.2.4 CHALLENGES
                    5.2.4.1 Rising security concerns related to cloud-based image processing and analytics
                    5.2.4.2 Lack of curated data
    5.3 INDUSTRY TRENDS 
           5.3.1 EARLY DETECTION OF CANCER
           5.3.2 INTERACTIVE MEDICAL IMAGING
           5.3.3 PHYSICIAN TRAINING BY SURGERY SIMULATIONS
           5.3.4 REAL-TIME SURGICAL ASSISTANCE
    5.4 TECHNOLOGY ANALYSIS 
           5.4.1 KEY TECHNOLOGIES
                    5.4.1.1 DEEP LEARNING AND CONVOLUTIONAL NEURAL NETWORKS
                    5.4.1.2 ARTIFICIAL INTELLIGENCE
                    5.4.1.3 MACHINE LEARNING
           5.4.2 COMPLEMENTARY TECHNOLOGIES
                    5.4.2.1 WEARABLE TECHNOLOGY
                    5.4.2.2 SMARTPHONE COMPUTER VISION TECHNOLOGY
           5.4.3 ADJACENT TECHNOLOGIES
                    5.4.3.1 AUGMENTED REALITY
    5.5 TRENDS/DISRUPTIONS IMPACTING CUSTOMER’S BUSINESS 
          FIGURE 23 REVENUE SHIFT IN COMPUTER VISION IN HEALTHCARE INDUSTRY
    5.6 VALUE CHAIN ANALYSIS 
          FIGURE 24 MARKET: VALUE CHAIN ANALYSIS
    5.7 ECOSYSTEM MAPPING 
          FIGURE 25 MARKET: ECOSYSTEM MAPPING
    5.8 PORTER’S FIVE FORCES ANALYSIS 
          TABLE 5 PORTER’S FIVE FORCES ANALYSIS
          FIGURE 26 MARKET: PORTER’S FIVE FORCES ANALYSIS
           5.8.1 INTENSITY OF COMPETITIVE RIVALRY
           5.8.2 BARGAINING POWER OF SUPPLIERS
           5.8.3 BARGAINING POWER OF BUYERS
           5.8.4 THREAT OF NEW ENTRANTS
           5.8.5 THREAT OF SUBSTITUTES
    5.9 KEY STAKEHOLDERS AND BUYING CRITERIA 
           5.9.1 KEY STAKEHOLDERS IN BUYING PROCESS
                     FIGURE 27 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 END USERS
                     TABLE 6 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 END USERS
           5.9.2 BUYING CRITERIA
                     FIGURE 28 KEY BUYING CRITERIA FOR TOP 3 END USERS
                     TABLE 7 KEY BUYING CRITERIA FOR TOP 3 END USERS
    5.10 KEY CONFERENCES AND EVENTS 
           TABLE 8 MARKET: LIST OF CONFERENCES AND EVENTS, 2024–2025
    5.11 PRICING ANALYSIS 
           5.11.1 AVERAGE SELLING PRICE TREND
           5.11.2 AVERAGE SELLING PRICE TREND OF PROCESSORS OFFERED  BY KEY PLAYERS
                     FIGURE 29 AVERAGE SELLING PRICE OF PROCESSORS OFFERED BY KEY PLAYERS
                     TABLE 9 AVERAGE SELLING PRICE OF PROCESSORS OFFERED BY KEY PLAYERS
    5.12 REGULATORY LANDSCAPE 
           5.12.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                     TABLE 10 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                     TABLE 11 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
                     TABLE 12 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES,  AND OTHER ORGANIZATIONS
                     TABLE 13 REST OF THE WORLD: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
           5.12.2 GOVERNMENT REGULATIONS
                    5.12.2.1 US
                    5.12.2.2 Europe
                    5.12.2.3 China
                    5.12.2.4 Japan
                    5.12.2.5 India
    5.13 PATENT ANALYSIS 
           5.13.1 PATENT PUBLICATION TRENDS FOR COMPUTER VISION IN HEALTHCARE
                     FIGURE 30 PATENT PUBLICATION TRENDS IN MARKET, 2015–2024
           5.13.2 JURISDICTION AND TOP APPLICANT ANALYSIS
                     FIGURE 31 TOP APPLICANTS & OWNERS (COMPANIES/INSTITUTES) FOR COMPUTER VISION IN HEALTHCARE (JANUARY 2015 TO MARCH 2024)
    5.14 CASE STUDY ANALYSIS 
           5.14.1 TRANSFORMING STROKE CARE WITH AI
                    5.14.1.1 Case 1: Punktum collaborated with Mayo Clinic to develop cutting-edge deep learning-based model focused on computer vision
           5.14.2 AUTOMATING LAB THROUGH AI AND COMPUTER VISION
                    5.14.2.1 Case 2: Driving increased effectiveness and optimized labor costs
           5.14.3 MANAGING FALL ACCIDENTS
                    5.14.3.1 Case 3: Detecting Falls - Immediate Notification to Medical Staff
    5.15 END-USER ANALYSIS 
           5.15.1 UNMET NEEDS
                     TABLE 14 UNMET NEEDS IN MARKET
           5.15.2 END-USER EXPECTATIONS
                     TABLE 15 END-USER EXPECTATIONS IN MARKET
    5.16 COMPUTER VISION IN HEALTHCARE SOLUTIONS BUSINESS MODEL 
           5.16.1 PLATFORM AS A SERVICE
           5.16.2 SOFTWARE AS A SERVICE
           5.16.3 PAY-PER-USE OR PAY-PER-TRANSACTION
           5.16.4 ENTERPRISE LICENSING
           5.16.5 HYBRID MODELS
    5.17 TRADE ANALYSIS 
           FIGURE 32 IMPORT DATA FOR HS CODE 854231, BY COUNTRY, 2019–2023 (USD MILLION)
           FIGURE 33 EXPORT DATA FOR HS CODE 854231, BY COUNTRY, 2019–2023 (USD MILLION)
    5.18 INVESTMENT AND FUNDING SCENARIO 
           FIGURE 34 RECENT FUNDING OF PLAYERS IN MARKET
 
6 COMPUTER VISION IN HEALTHCARE MARKET,  BY PRODUCT & SERVICE (Page No. - 111)
    6.1 INTRODUCTION 
          TABLE 16 COMPUTER VISION IN HEALTHCARE INDUSTRY, BY PRODUCT & SERVICE,  2018–2022 (USD MILLION)
          TABLE 17 MARKET, BY PRODUCT & SERVICE,  2023–2029 (USD MILLION)
    6.2 SOFTWARE 
          TABLE 18 COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
          TABLE 19 COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE,  2023–2029 (USD MILLION)
          TABLE 20 COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY COUNTRY,  2018–2022 (USD MILLION)
          TABLE 21 COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY COUNTRY,  2023–2029 (USD MILLION)
           6.2.1 ON-PREMISE SOLUTIONS
                    6.2.1.1 Greater control and security to drive adoption
                                TABLE 22 ON-PREMISE SOLUTIONS MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
                                TABLE 23 ON-PREMISE SOLUTIONS MARKET, BY COUNTRY, 2023–2029 (USD MILLION)
           6.2.2 CLOUD-BASED SOLUTIONS
                    6.2.2.1 Ease of use, affordability, and reliability to drive growth
                                TABLE 24 CLOUD-BASED SOLUTIONS MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
                                TABLE 25 CLOUD-BASED SOLUTIONS MARKET, BY COUNTRY, 2023–2029 (USD MILLION)
    6.3 HARDWARE 
          TABLE 26 COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
          TABLE 27 COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2023–2029 (USD MILLION)
          TABLE 28 COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY COUNTRY,  2018–2022 (USD MILLION)
          TABLE 29 COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY COUNTRY,  2023–2029 (USD MILLION)
           6.3.1 PROCESSORS
                    TABLE 30 COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2018–2022 (USD MILLION)
                    TABLE 31 COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2023–2029 (USD MILLION)
                    TABLE 32 COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY COUNTRY,  2018–2022 (USD MILLION)
                    TABLE 33 COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY COUNTRY,  2023–2029 (USD MILLION)
                    6.3.1.1 CPUs
                               6.3.1.1.1 High demand for CPUs to drive market
                                              TABLE 34 CPUS MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
                                              TABLE 35 CPUS MARKET, BY COUNTRY, 2023–2029 (USD MILLION)
                    6.3.1.2 GPUs
                               6.3.1.2.1 Handle graphics applications and display functions that render high-quality images, animations, and videos
                                              TABLE 36 GPUS MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
                                              TABLE 37 GPUS MARKET, BY COUNTRY, 2023–2029 (USD MILLION)
                    6.3.1.3 FPGAs
                               6.3.1.3.1 Advantages such as rapid prototyping, shorter time-to-market, reprogramming ability, and longevity to drive growth
                                              TABLE 38 FPGAS MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
                                              TABLE 39 FPGAS MARKET, BY COUNTRY, 2023–2029 (USD MILLION)
                    6.3.1.4 ASICs
                               6.3.1.4.1 Advantages such as high affordability and improved performance to drive market
                                              TABLE 40 ASICS MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
                                              TABLE 41 ASICS MARKET, BY COUNTRY, 2023–2029 (USD MILLION)
                    6.3.1.5 VPUs
                               6.3.1.5.1 Advantages of VPUs in accelerating computer vision tasks to drive market
                                              TABLE 42 VPUS MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
                                              TABLE 43 VPUS MARKET, BY COUNTRY, 2023–2029 (USD MILLION)
           6.3.2 MEMORY DEVICES
                    6.3.2.1 Specialized, vertically stacked DRAM integrated with processors to increase speed while reducing latency, power, and size
                                TABLE 44 COMPUTER VISION IN HEALTHCARE MEMORY DEVICES MARKET, BY COUNTRY,  2018–2022 (USD MILLION)
                                TABLE 45 COMPUTER VISION IN HEALTHCARE MEMORY DEVICES MARKET, BY COUNTRY,  2023–2029 (USD MILLION)
           6.3.3 NETWORKS
                    6.3.3.1 AI-enhanced networks provide faster, more accurate ways for customers to explore products
                                TABLE 46 COMPUTER VISION IN HEALTHCARE NETWORKS MARKET, BY COUNTRY,  2018–2022 (USD MILLION)
                                TABLE 47 COMPUTER VISION IN HEALTHCARE NETWORKS MARKET, BY COUNTRY,  2023–2029 (USD MILLION)
    6.4 SERVICES 
           6.4.1 RECURRING REQUIREMENT FOR TRAINING, SOFTWARE UPGRADES, AND SOFTWARE MAINTENANCE POST-INSTALLATION TO DRIVE MARKET
                    TABLE 48 COMPUTER VISION IN HEALTHCARE SERVICES MARKET, BY COUNTRY,  2018–2022 (USD MILLION)
                    TABLE 49 COMPUTER VISION IN HEALTHCARE SERVICES MARKET, BY COUNTRY,  2023–2029 (USD MILLION)
 
7 COMPUTER VISION IN HEALTHCARE MARKET, BY TYPE (Page No. - 139)
    7.1 INTRODUCTION 
          TABLE 50 COMPUTER VISION IN HEALTHCARE INDUSTRY, BY TYPE, 2018–2022 (USD MILLION)
          TABLE 51 MARKET, BY TYPE, 2023–2029 (USD MILLION)
    7.2 PC-BASED COMPUTER VISION SYSTEMS 
           7.2.1 HIGH FLEXIBILITY AND SCALABILITY TO SUPPORT MARKET GROWTH
                    TABLE 52 PC-BASED COMPUTER VISION SYSTEMS MARKET, BY COUNTRY,  2018–2022 (USD MILLION)
                    TABLE 53 PC-BASED COMPUTER VISION SYSTEMS MARKET, BY COUNTRY,  2023–2029 (USD MILLION)
    7.3 SMART CAMERA-BASED COMPUTER VISION SYSTEMS 
           7.3.1 ABILITY TO PERFORM MULTIPLE FUNCTIONS WITHOUT MANUAL INTERFERENCE TO AID MARKET GROWTH
                    TABLE 54 SMART CAMERA-BASED COMPUTER VISION SYSTEMS MARKET, BY COUNTRY,  2018–2022 (USD MILLION)
                    TABLE 55 SMART CAMERA-BASED COMPUTER VISION SYSTEMS MARKET, BY COUNTRY,  2023–2029 (USD MILLION)
 
8 COMPUTER VISION IN HEALTHCARE MARKET, BY APPLICATION (Page No. - 145)
    8.1 INTRODUCTION 
          TABLE 56 COMPUTER VISION IN HEALTHCARE INDUSTRY, BY APPLICATION,  2018–2022 (USD MILLION)
          TABLE 57 MARKET, BY APPLICATION,  2023–2029 (USD MILLION)
    8.2 MEDICAL IMAGING & DIAGNOSTICS 
           8.2.1 ADVANTAGES SUCH AS INCREASE IN QUALITY, ACCURACY, AND PREDICTABILITY TO SUPPORT MARKET GROWTH
                    TABLE 58 MARKET FOR MEDICAL IMAGING & DIAGNOSTICS,  BY COUNTRY, 2018–2022 (USD MILLION)
                    TABLE 59 MARKET FOR MEDICAL IMAGING & DIAGNOSTICS, BY COUNTRY, 2023–2029 (USD MILLION)
    8.3 HOSPITAL MANAGEMENT 
          TABLE 60 MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2018–2022 (USD MILLION)
          TABLE 61 MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2023–2029 (USD MILLION)
          TABLE 62 MARKET FOR HOSPITAL MANAGEMENT, BY COUNTRY, 2018–2022 (USD MILLION)
          TABLE 63 MARKET FOR HOSPITAL MANAGEMENT, BY COUNTRY, 2023–2029 (USD MILLION)
           8.3.1 PATIENT ACTIVITY MONITORING/FALL PREVENTION
                    8.3.1.1 Contribute significantly to enhancing patient care and safety within hospital management applications
                                 TABLE 64 PATIENT ACTIVITY MONITORING/FALL PREVENTION MARKET, BY COUNTRY,  2018–2022 (USD MILLION)
                                TABLE 65 PATIENT ACTIVITY MONITORING/FALL PREVENTION MARKET, BY COUNTRY,  2023–2029 (USD MILLION)
           8.3.2 PATIENT/PROVIDER TRACKING
                    8.3.2.1 Real-time monitoring and efficient resource allocation to drive market growth
                                TABLE 66 PATIENT/PROVIDER TRACKING MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
                                TABLE 67 PATIENT/PROVIDER TRACKING MARKET, BY COUNTRY, 2023–2029 (USD MILLION)
           8.3.3 SCHEDULING OPTIMIZATION
                    8.3.3.1 Improvement in patient flow management, staff scheduling, and equipment allocation to drive market
                                TABLE 68 SCHEDULING OPTIMIZATION MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
                                TABLE 69 SCHEDULING OPTIMIZATION MARKET, BY COUNTRY, 2023–2029 (USD MILLION)
           8.3.4 INVENTORY MANAGEMENT
                    8.3.4.1 AI-enabled inventory management automatically identifies, tracks, and manages inventory levels in real-time
                                TABLE 70 INVENTORY MANAGEMENT MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
                                TABLE 71 INVENTORY MANAGEMENT MARKET, BY COUNTRY, 2023–2029 (USD MILLION)
    8.4 SURGERIES 
           8.4.1 COMPUTER VISION IMPROVES SURGEONS’ RECOGNITION CAPACITY, HELPING THEM MAKE DECISIONS DURING COMPLICATED SURGERIES
                    TABLE 72 MARKET FOR SURGERIES, BY COUNTRY,  2018–2022 (USD MILLION)
                    TABLE 73 MARKET FOR SURGERIES, BY COUNTRY,  2023–2029 (USD MILLION)
    8.5 OTHER APPLICATIONS 
          TABLE 74 MARKET FOR OTHER APPLICATIONS, BY COUNTRY, 2018–2022 (USD MILLION)
          TABLE 75 MARKET FOR OTHER APPLICATIONS, BY COUNTRY, 2023–2029 (USD MILLION)
 
9 COMPUTER VISION IN HEALTHCARE MARKET, BY END USER (Page No. - 164)
    9.1 INTRODUCTION 
          TABLE 76 COMPUTER VISION IN HEALTHCARE INDUSTRY, BY END USER, 2018–2022 (USD MILLION)
          TABLE 77 MARKET, BY END USER, 2023–2029 (USD MILLION)
    9.2 HEALTHCARE PROVIDERS 
           9.2.1 LARGEST END USERS OF COMPUTER VISION SOLUTIONS DUE TO HIGHER BUDGETS AND GREATER NEED FOR ADVANCED TECHNOLOGIES
                    TABLE 78 MARKET FOR HEALTHCARE PROVIDERS,  BY COUNTRY, 2018–2022 (USD MILLION)
                    TABLE 79 MARKET FOR HEALTHCARE PROVIDERS,  BY COUNTRY, 2023–2029 (USD MILLION)
    9.3 DIAGNOSTIC CENTERS 
           9.3.1 INTRODUCTION OF AI IN COMPUTER VISION SOLUTIONS TO SUPPORT MARKET GROWTH
                    TABLE 80 MARKET FOR DIAGNOSTIC CENTERS, BY COUNTRY, 2018–2022 (USD MILLION)
                    TABLE 81 MARKET FOR DIAGNOSTIC CENTERS, BY COUNTRY, 2023–2029 (USD MILLION)
    9.4 OTHER END USERS 
          TABLE 82 MARKET FOR OTHER END USERS, BY COUNTRY, 2018–2022 (USD MILLION)
          TABLE 83 MARKET FOR OTHER END USERS, BY COUNTRY, 2023–2029 (USD MILLION)
 
10 COMPUTER VISION IN HEALTHCARE MARKET, BY REGION (Page No. - 172)
     10.1 INTRODUCTION 
             TABLE 84 COMPUTER VISION IN HEALTHCARE INDUSTRY, BY REGION, 2018–2022 (USD MILLION)
             TABLE 85 COMPUTER VISION IN HEALTHCARE MARKET, BY REGION, 2023–2029 (USD MILLION)
     10.2 NORTH AMERICA 
             FIGURE 35 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE MARKET SNAPSHOT
             TABLE 86 NORTH AMERICA: MARKET, BY COUNTRY,  2018–2022 (USD MILLION)
             TABLE 87 NORTH AMERICA: MARKET, BY COUNTRY,  2023–2029 (USD MILLION)
             TABLE 88 NORTH AMERICA: MARKET, BY PRODUCT & SERVICE,  2018–2022 (USD MILLION)
             TABLE 89 NORTH AMERICA: MARKET, BY PRODUCT & SERVICE,  2023–2029 (USD MILLION)
             TABLE 90 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
             TABLE 91 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE 2023–2029 (USD MILLION)
             TABLE 92 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE, 2018–2022 (USD MILLION)
             TABLE 93 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE, 2023–2029 (USD MILLION)
             TABLE 94 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE, 2018–2022 (USD MILLION)
             TABLE 95 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE, 2023–2029 (USD MILLION)
             TABLE 96 NORTH AMERICA: MARKET, BY TYPE,  2018–2022 (USD MILLION)
             TABLE 97 NORTH AMERICA: MARKET, BY TYPE,  2023–2029 (USD MILLION)
             TABLE 98 NORTH AMERICA: MARKET, BY APPLICATION,  2018–2022 (USD MILLION)
             TABLE 99 NORTH AMERICA: MARKET, BY APPLICATION,  2023–2029 (USD MILLION)
             TABLE 100 NORTH AMERICA: MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2018–2022 (USD MILLION)
             TABLE 101 NORTH AMERICA: MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2023–2029 (USD MILLION)
             TABLE 102 NORTH AMERICA: MARKET, BY END USER,  2018–2022 (USD MILLION)
             TABLE 103 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE MARKET, BY END USER,  2023–2029 (USD MILLION)
             10.2.1 NORTH AMERICA: RECESSION IMPACT ANALYSIS
             10.2.2 US
                        10.2.2.1 Rising volume of medical imaging data to drive market
                                      TABLE 104 US: COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE,  2018–2022 (USD MILLION)
                                      TABLE 105 US: MARKET, BY PRODUCT & SERVICE,  2023–2029 (USD MILLION)
                                      TABLE 106 US: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 107 US: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 108 US: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 109 US: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 110 US: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 111 US: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 112 US: MARKET, BY TYPE, 2018–2022 (USD MILLION)
                                      TABLE 113 US: MARKET, BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 114 US: MARKET, BY APPLICATION,  2018–2022 (USD MILLION)
                                      TABLE 115 US: MARKET, BY APPLICATION,  2023–2029 (USD MILLION)
                                      TABLE 116 US: MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2018–2022 (USD MILLION)
                                      TABLE 117 US: MARKET FOR HOSPITAL MANAGEMENT,  BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 118 US: MARKET, BY END USER,  2018–2022 (USD MILLION)
                                      TABLE 119 US: COMPUTER VISION IN HEALTHCARE MARKET, BY END USER,  2023–2029 (USD MILLION)
             10.2.3 CANADA
                        10.2.3.1 Increasing government funding for adoption of AI in healthcare sector to drive market
                                      TABLE 120 CANADA: COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE,  2018–2022 (USD MILLION)
                                      TABLE 121 CANADA: MARKET, BY PRODUCT & SERVICE,  2023–2029 (USD MILLION)
                                      TABLE 122 CANADA: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 123 CANADA: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 124 CANADA: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 125 CANADA: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 126 CANADA: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 127 CANADA: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 128 CANADA: MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 129 CANADA: MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 130 CANADA: MARKET, BY APPLICATION,  2018–2022 (USD MILLION)
                                      TABLE 131 CANADA: MARKET, BY APPLICATION,  2023–2029 (USD MILLION)
                                      TABLE 132 CANADA: MARKET FOR HOSPITAL MANAGEMENT,  BY TYPE, 2018–2022 (USD MILLION)
                                      TABLE 133 CANADA: MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 134 CANADA: MARKET, BY END USER,  2018–2022 (USD MILLION)
                                      TABLE 135 CANADA: COMPUTER VISION IN HEALTHCARE MARKET, BY END USER,  2023–2029 (USD MILLION)
     10.3 EUROPE 
             TABLE 136 EUROPE: COMPUTER VISION IN HEALTHCARE MARKET, BY COUNTRY,  2018–2022 (USD MILLION)
             TABLE 137 EUROPE: MARKET, BY COUNTRY,  2023–2029 (USD MILLION)
             TABLE 138 EUROPE: MARKET, BY PRODUCT & SERVICE,  2018–2022 (USD MILLION)
             TABLE 139 EUROPE: MARKET, BY PRODUCT & SERVICE,  2023–2029 (USD MILLION)
             TABLE 140 EUROPE: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
             TABLE 141 EUROPE: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE, 2023–2029 (USD MILLION)
             TABLE 142 EUROPE: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
             TABLE 143 EUROPE: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2023–2029 (USD MILLION)
             TABLE 144 EUROPE: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2018–2022 (USD MILLION)
             TABLE 145 EUROPE: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2023–2029 (USD MILLION)
             TABLE 146 EUROPE: MARKET, BY TYPE,  2018–2022 (USD MILLION)
             TABLE 147 EUROPE: MARKET, BY TYPE,  2023–2029 (USD MILLION)
             TABLE 148 EUROPE: MARKET, BY APPLICATION,  2018–2022 (USD MILLION)
             TABLE 149 EUROPE: MARKET, BY APPLICATION,  2023–2029 (USD MILLION)
             TABLE 150 EUROPE: MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2018–2022 (USD MILLION)
             TABLE 151 EUROPE: MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2023–2029 (USD MILLION)
             TABLE 152 EUROPE: MARKET, BY END USER,  2018–2022 (USD MILLION)
             TABLE 153 EUROPE: COMPUTER VISION IN HEALTHCARE MARKET, BY END USER,  2023–2029 (USD MILLION)
             10.3.1 EUROPE: RECESSION IMPACT ANALYSIS
             10.3.2 GERMANY
                        10.3.2.1 Growing adoption of computer vision systems in healthcare industry to drive market
                                      TABLE 154 GERMANY: COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE,  2018–2022 (USD MILLION)
                                      TABLE 155 GERMANY: MARKET, BY PRODUCT & SERVICE,  2023–2029 (USD MILLION)
                                      TABLE 156 GERMANY: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 157 GERMANY: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 158 GERMANY: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 159 GERMANY: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 160 GERMANY COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 161 GERMANY: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 162 GERMANY: MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 163 GERMANY: MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 164 GERMANY: MARKET, BY APPLICATION,  2018–2022 (USD MILLION)
                                      TABLE 165 GERMANY: MARKET, BY APPLICATION,  2023–2029 (USD MILLION)
                                      TABLE 166 GERMANY: MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2018–2022 (USD MILLION)
                                      TABLE 167 GERMANY: MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 168 GERMANY: MARKET, BY END USER,  2018–2022 (USD MILLION)
                                      TABLE 169 GERMANY: COMPUTER VISION IN HEALTHCARE MARKET, BY END USER,  2023–2029 (USD MILLION)
             10.3.3 UK
                        10.3.3.1 Rising investments in AI and computer vision technologies to support market growth
                                      TABLE 170 UK: COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE,  2018–2022 (USD MILLION)
                                      TABLE 171 UK: MARKET, BY PRODUCT & SERVICE,  2023–2029 (USD MILLION)
                                      TABLE 172 UK: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 173 UK: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 174 UK: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 175 UK: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 176 UK: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 177 UK: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 178 UK: MARKET, BY TYPE, 2018–2022 (USD MILLION)
                                      TABLE 179 UK: MARKET, BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 180 UK: MARKET, BY APPLICATION,  2018–2022 (USD MILLION)
                                      TABLE 181 UK: MARKET, BY APPLICATION,  2023–2029 (USD MILLION)
                                      TABLE 182 UK: MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2018–2022 (USD MILLION)
                                      TABLE 183 UK: MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 184 UK: MARKET, BY END USER,  2018–2022 (USD MILLION)
                                      TABLE 185 UK: COMPUTER VISION IN HEALTHCARE MARKET, BY END USER,  2023–2029 (USD MILLION)
             10.3.4 FRANCE
                        10.3.4.1 Growing initiatives to promote adoption of healthcare IT solutions to drive market
                                      TABLE 186 FRANCE: COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE,  2018–2022 (USD MILLION)
                                      TABLE 187 FRANCE: MARKET, BY PRODUCT & SERVICE,  2023–2029 (USD MILLION)
                                      TABLE 188 FRANCE: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 189 FRANCE: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 190 FRANCE: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 191 FRANCE: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 192 FRANCE: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 193 FRANCE: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 194 FRANCE: MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 195 FRANCE: MARKET, BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 196 FRANCE: MARKET, BY APPLICATION,  2018–2022 (USD MILLION)
                                      TABLE 197 FRANCE: MARKET, BY APPLICATION,  2023–2029 (USD MILLION)
                                      TABLE 198 FRANCE: MARKET FOR HOSPITAL MANAGEMENT,  BY TYPE, 2018–2022 (USD MILLION)
                                      TABLE 199 FRANCE: MARKET FOR HOSPITAL MANAGEMENT,  BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 200 FRANCE: MARKET, BY END USER,  2018–2022 (USD MILLION)
                                      TABLE 201 FRANCE: COMPUTER VISION IN HEALTHCARE MARKET, BY END USER,  2023–2029 (USD MILLION)
             10.3.5 ITALY
                        10.3.5.1 Rising geriatric population and increasing prevalence of chronic diseases to drive adoption
                                      TABLE 202 ITALY: COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE,  2018–2022 (USD MILLION)
                                      TABLE 203 ITALY: MARKET, BY PRODUCT & SERVICE,  2023–2029 (USD MILLION)
                                      TABLE 204 ITALY: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 205 ITALY: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 206 ITALY: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 207 ITALY: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 208 ITALY: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 209 ITALY: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 210 ITALY: MARKET, BY TYPE, 2018–2022 (USD MILLION)
                                      TABLE 211 ITALY: MARKET, BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 212 ITALY: MARKET, BY APPLICATION,  2018–2022 (USD MILLION)
                                      TABLE 213 ITALY: MARKET, BY APPLICATION,  2023–2029 (USD MILLION)
                                      TABLE 214 ITALY: MARKET FOR HOSPITAL MANAGEMENT,  BY TYPE, 2018–2022 (USD MILLION)
                                      TABLE 215 ITALY: MARKET FOR HOSPITAL MANAGEMENT,  BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 216 ITALY: MARKET, BY END USER, 2018–2022 (USD MILLION)
                                      TABLE 217 ITALY: COMPUTER VISION IN HEALTHCARE MARKET, BY END USER,  2023–2029 (USD MILLION)
             10.3.6 REST OF EUROPE
                        TABLE 218 REST OF EUROPE: COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE, 2018–2022 (USD MILLION)
                        TABLE 219 REST OF EUROPE: MARKET, BY PRODUCT & SERVICE, 2023–2029 (USD MILLION)
                        TABLE 220 REST OF EUROPE: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
                        TABLE 221 REST OF EUROPE: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE, 2023–2029 (USD MILLION)
                        TABLE 222 REST OF EUROPE: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE, 2018–2022 (USD MILLION)
                        TABLE 223 REST OF EUROPE: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE, 2023–2029 (USD MILLION)
                        TABLE 224 REST OF EUROPE: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE, 2018–2022 (USD MILLION)
                        TABLE 225 REST OF EUROPE: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE, 2023–2029 (USD MILLION)
                        TABLE 226 REST OF EUROPE: MARKET, BY TYPE,  2018–2022 (USD MILLION)
                        TABLE 227 REST OF EUROPE: MARKET, BY TYPE,  2023–2029 (USD MILLION)
                        TABLE 228 REST OF EUROPE: MARKET, BY APPLICATION,  2018–2022 (USD MILLION)
                        TABLE 229 REST OF EUROPE: MARKET, BY APPLICATION,  2023–2029 (USD MILLION)
                        TABLE 230 REST OF EUROPE: MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2018–2022 (USD MILLION)
                        TABLE 231 REST OF EUROPE: MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2023–2029 (USD MILLION)
                        TABLE 232 REST OF EUROPE: MARKET, BY END USER,  2018–2022 (USD MILLION)
                        TABLE 233 REST OF EUROPE: MARKET, BY END USER,  2023–2029 (USD MILLION)
     10.4 ASIA PACIFIC 
             FIGURE 36 ASIA PACIFIC: COMPUTER VISION IN HEALTHCARE MARKET SNAPSHOT
             TABLE 234 ASIA PACIFIC: MARKET, BY COUNTRY,  2018–2022 (USD MILLION)
             TABLE 235 ASIA PACIFIC: MARKET, BY COUNTRY,  2023–2029 (USD MILLION)
             TABLE 236 ASIA PACIFIC: MARKET, BY PRODUCT & SERVICE,  2018–2022 (USD MILLION)
             TABLE 237 ASIA PACIFIC: MARKET, BY PRODUCT & SERVICE,  2023–2029 (USD MILLION)
             TABLE 238 ASIA PACIFIC: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
             TABLE 239 ASIA PACIFIC: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE, 2023–2029 (USD MILLION)
             TABLE 240 ASIA PACIFIC: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
             TABLE 241 ASIA PACIFIC: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2023–2029 (USD MILLION)
             TABLE 242 ASIA PACIFIC: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE, 2018–2022 (USD MILLION)
             TABLE 243 ASIA PACIFIC: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE, 2023–2029 (USD MILLION)
             TABLE 244 ASIA PACIFIC: MARKET, BY TYPE,  2018–2022 (USD MILLION)
             TABLE 245 ASIA PACIFIC: MARKET, BY TYPE,  2023–2029 (USD MILLION)
             TABLE 246 ASIA PACIFIC: MARKET, BY APPLICATION,  2018–2022 (USD MILLION)
             TABLE 247 ASIA PACIFIC: MARKET,  BY APPLICATION, 2023–2029 (USD MILLION)
             TABLE 248 ASIA PACIFIC: MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2018–2022 (USD MILLION)
             TABLE 249 ASIA PACIFIC: MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2023–2029 (USD MILLION)
             TABLE 250 ASIA PACIFIC: MARKET, BY END USER,  2018–2022 (USD MILLION)
             TABLE 251 ASIA PACIFIC: COMPUTER VISION IN HEALTHCARE MARKET, BY END USER,  2023–2029 (USD MILLION)
             10.4.1 ASIA PACIFIC: RECESSION IMPACT ANALYSIS
             10.4.2 JAPAN
                        10.4.2.1 Well-developed healthcare infrastructure and government initiatives to drive market
                                      TABLE 252 JAPAN: COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE,  2018–2022 (USD MILLION)
                                      TABLE 253 JAPAN: MARKET, BY PRODUCT & SERVICE,  2023–2029 (USD MILLION)
                                      TABLE 254 JAPAN: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 255 JAPAN: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 256 JAPAN: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 257 JAPAN: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 258 JAPAN: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 259 JAPAN: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 260 JAPAN: MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 261 JAPAN: MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 262 JAPAN: MARKET, BY APPLICATION,  2018–2022 (USD MILLION)
                                      TABLE 263 JAPAN: MARKET, BY APPLICATION,  2023–2029 (USD MILLION)
                                      TABLE 264 JAPAN: MARKET FOR HOSPITAL MANAGEMENT,  BY TYPE, 2018–2022 (USD MILLION)
                                      TABLE 265 JAPAN: MARKET FOR HOSPITAL MANAGEMENT,  BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 266 JAPAN: MARKET, BY END USER,  2018–2022 (USD MILLION)
                                      TABLE 267 JAPAN: COMPUTER VISION IN HEALTHCARE MARKET, BY END USER,  2023–2029 (USD MILLION)
             10.4.3 CHINA
                        10.4.3.1 High prevalence of chronic disorders to support market growth
                                      TABLE 268 CHINA: COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE,  2018–2022 (USD MILLION)
                                      TABLE 269 CHINA: MARKET, BY PRODUCT & SERVICE,  2023–2029 (USD MILLION)
                                      TABLE 270 CHINA: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 271 CHINA: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 272 CHINA: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 273 CHINA: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 274 CHINA: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 275 CHINA: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 276 CHINA: MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 277 CHINA: MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 278 CHINA: MARKET, BY APPLICATION,  2018–2022 (USD MILLION)
                                      TABLE 279 CHINA: MARKET, BY APPLICATION,  2023–2029 (USD MILLION)
                                      TABLE 280 CHINA: MARKET FOR HOSPITAL MANAGEMENT,  BY TYPE, 2018–2022 (USD MILLION)
                                      TABLE 281 CHINA: MARKET FOR HOSPITAL MANAGEMENT,  BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 282 CHINA: MARKET, BY END USER,  2018–2022 (USD MILLION)
                                      TABLE 283 CHINA: COMPUTER VISION IN HEALTHCARE MARKET, BY END USER,  2023–2029 (USD MILLION)
             10.4.4 INDIA
                        10.4.4.1 Developing IT infrastructure and AI-friendly government initiatives to support market growth
                                      TABLE 284 INDIA: COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE,  2018–2022 (USD MILLION)
                                      TABLE 285 INDIA: MARKET, BY PRODUCT & SERVICE,  2023–2029 (USD MILLION)
                                      TABLE 286 INDIA: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 287 INDIA: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 288 INDIA: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 289 INDIA: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 290 INDIA: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 291 INDIA: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 292 INDIA: MARKET, BY TYPE, 2018–2022 (USD MILLION)
                                      TABLE 293 INDIA: MARKET, BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 294 INDIA: MARKET, BY APPLICATION,  2018–2022 (USD MILLION)
                                      TABLE 295 INDIA: MARKET, BY APPLICATION,  2023–2029 (USD MILLION)
                                      TABLE 296 INDIA: MARKET FOR HOSPITAL MANAGEMENT,  BY TYPE, 2018–2022 (USD MILLION)
                                      TABLE 297 INDIA: MARKET FOR HOSPITAL MANAGEMENT,  BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 298 INDIA: MARKET, BY END USER,  2018–2022 (USD MILLION)
                                      TABLE 299 INDIA: COMPUTER VISION IN HEALTHCARE MARKET, BY END USER,  2023–2029 (USD MILLION)
             10.4.5 REST OF ASIA PACIFIC
                        TABLE 300 REST OF ASIA PACIFIC: COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE, 2018–2022 (USD MILLION)
                        TABLE 301 REST OF ASIA PACIFIC: MARKET, BY PRODUCT & SERVICE, 2023–2029 (USD MILLION)
                        TABLE 302 REST OF ASIA PACIFIC: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE, 2018–2022 (USD MILLION)
                        TABLE 303 REST OF ASIA PACIFIC: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE, 2023–2029 (USD MILLION)
                        TABLE 304 REST OF ASIA PACIFIC: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET,  BY TYPE, 2018–2022 (USD MILLION)
                        TABLE 305 REST OF ASIA PACIFIC: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET,  BY TYPE, 2023–2029 (USD MILLION)
                        TABLE 306 REST OF ASIA PACIFIC: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET,  BY TYPE, 2018–2022 (USD MILLION)
                        TABLE 307 REST OF ASIA PACIFIC: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET,  BY TYPE, 2023–2029 (USD MILLION)
                        TABLE 308 REST OF ASIA PACIFIC: MARKET, BY TYPE,  2018–2022 (USD MILLION)
                        TABLE 309 REST OF ASIA PACIFIC: MARKET, BY TYPE,  2023–2029 (USD MILLION)
                        TABLE 310 REST OF ASIA PACIFIC: MARKET, BY APPLICATION, 2018–2022 (USD MILLION)
                        TABLE 311 REST OF ASIA PACIFIC: MARKET, BY APPLICATION, 2023–2029 (USD MILLION)
                        TABLE 312 REST OF ASIA PACIFIC: MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2018–2022 (USD MILLION)
                        TABLE 313 REST OF ASIA PACIFIC: MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2023–2029 (USD MILLION)
                        TABLE 314 REST OF ASIA PACIFIC: MARKET, BY END USER, 2018–2022 (USD MILLION)
                        TABLE 315 REST OF ASIA PACIFIC: COMPUTER VISION IN HEALTHCARE MARKET, BY END USER, 2023–2029 (USD MILLION)
     10.5 LATIN AMERICA 
             TABLE 316 LATIN AMERICA: COMPUTER VISION IN HEALTHCARE MARKET, BY COUNTRY,  2018–2022 (USD MILLION)
             TABLE 317 LATIN AMERICA: MARKET, BY COUNTRY,  2023–2029 (USD MILLION)
             TABLE 318 LATIN AMERICA: MARKET, BY PRODUCT & SERVICE, 2018–2022 (USD MILLION)
             TABLE 319 LATIN AMERICA: MARKET, BY PRODUCT & SERVICE, 2023–2029 (USD MILLION)
             TABLE 320 LATIN AMERICA: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
             TABLE 321 LATIN AMERICA: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE, 2023–2029 (USD MILLION)
             TABLE 322 LATIN AMERICA: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE, 2018–2022 (USD MILLION)
             TABLE 323 LATIN AMERICA: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE, 2023–2029 (USD MILLION)
             TABLE 324 LATIN AMERICA: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE, 2018–2022 (USD MILLION)
             TABLE 325 LATIN AMERICA: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE, 2023–2029 (USD MILLION)
             TABLE 326 LATIN AMERICA: MARKET, BY TYPE,  2018–2022 (USD MILLION)
             TABLE 327 LATIN AMERICA: MARKET, BY TYPE,  2023–2029 (USD MILLION)
             TABLE 328 LATIN AMERICA: MARKET, BY APPLICATION,  2018–2022 (USD MILLION)
             TABLE 329 LATIN AMERICA: MARKET, BY APPLICATION,  2023–2029 (USD MILLION)
             TABLE 330 LATIN AMERICA: MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2018–2022 (USD MILLION)
             TABLE 331 LATIN AMERICA: MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2023–2029 (USD MILLION)
             TABLE 332 LATIN AMERICA: MARKET, BY END USER,  2018–2022 (USD MILLION)
             TABLE 333 LATIN AMERICA: COMPUTER VISION IN HEALTHCARE MARKET, BY END USER,  2023–2029 (USD MILLION)
             10.5.1 LATIN AMERICA: RECESSION IMPACT ANALYSIS
             10.5.2 BRAZIL
                        10.5.2.1 Rapid adoption of advanced AI technologies to drive market
                                      TABLE 334 BRAZIL: COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE,  2018–2022 (USD MILLION)
                                      TABLE 335 BRAZIL: MARKET, BY PRODUCT & SERVICE,  2023–2029 (USD MILLION)
                                      TABLE 336 BRAZIL: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 337 BRAZIL: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 338 BRAZIL: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 339 BRAZIL: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 340 BRAZIL: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 341 BRAZIL: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 342 BRAZIL: MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 343 BRAZIL: MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 344 BRAZIL: MARKET, BY APPLICATION,  2018–2022 (USD MILLION)
                                      TABLE 345 BRAZIL: MARKET, BY APPLICATION,  2023–2029 (USD MILLION)
                                      TABLE 346 BRAZIL: MARKET FOR HOSPITAL MANAGEMENT,  BY TYPE, 2018–2022 (USD MILLION)
                                      TABLE 347 BRAZIL: MARKET FOR HOSPITAL MANAGEMENT,  BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 348 BRAZIL: MARKET, BY END USER,  2018–2022 (USD MILLION)
                                      TABLE 349 BRAZIL: COMPUTER VISION IN HEALTHCARE MARKET, BY END USER,  2023–2029 (USD MILLION)
             10.5.3 MEXICO
                        10.5.3.1 Awareness of improved patient care to support market growth
                                      TABLE 350 MEXICO: COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE,  2018–2022 (USD MILLION)
                                      TABLE 351 MEXICO: MARKET, BY PRODUCT & SERVICE,  2023–2029 (USD MILLION)
                                      TABLE 352 MEXICO: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 353 MEXICO: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 354 MEXICO: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 355 MEXICO: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 356 MEXICO: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 357 MEXICO: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 358 MEXICO: MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 359 MEXICO: MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 360 MEXICO: MARKET, BY APPLICATION,  2018–2022 (USD MILLION)
                                      TABLE 361 MEXICO: MARKET, BY APPLICATION,  2023–2029 (USD MILLION)
                                      TABLE 362 MEXICO: MARKET FOR HOSPITAL MANAGEMENT,  BY TYPE, 2018–2022 (USD MILLION)
                                      TABLE 363 MEXICO: MARKET FOR HOSPITAL MANAGEMENT,  BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 364 MEXICO: MARKET, BY END USER,  2018–2022 (USD MILLION)
                                      TABLE 365 MEXICO: COMPUTER VISION IN HEALTHCARE MARKET, BY END USER,  2023–2029 (USD MILLION)
             10.5.4 REST OF LATIN AMERICA
                        TABLE 366 REST OF LATIN AMERICA: COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE, 2018–2022 (USD MILLION)
                        TABLE 367 REST OF LATIN AMERICA: MARKET, BY PRODUCT & SERVICE, 2023–2029 (USD MILLION)
                        TABLE 368 REST OF LATIN AMERICA: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET,  BY TYPE, 2018–2022 (USD MILLION)
                        TABLE 369 REST OF LATIN AMERICA: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET,  BY TYPE, 2023–2029 (USD MILLION)
                        TABLE 370 REST OF LATIN AMERICA: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET,  BY TYPE, 2018–2022 (USD MILLION)
                        TABLE 371 REST OF LATIN AMERICA: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET,  BY TYPE, 2023–2029 (USD MILLION)
                        TABLE 372 REST OF LATIN AMERICA: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET,  BY TYPE, 2018–2022 (USD MILLION)
                        TABLE 373 REST OF LATIN AMERICA: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET,  BY TYPE, 2023–2029 (USD MILLION)
                        TABLE 374 REST OF LATIN AMERICA: MARKET, BY TYPE,  2018–2022 (USD MILLION)
                        TABLE 375 REST OF LATIN AMERICA: MARKET, BY TYPE,  2023–2029 (USD MILLION)
                        TABLE 376 REST OF LATIN AMERICA: MARKET, BY APPLICATION, 2018–2022 (USD MILLION)
                        TABLE 377 REST OF LATIN AMERICA: MARKET, BY APPLICATION, 2023–2029 (USD MILLION)
                        TABLE 378 REST OF LATIN AMERICA: MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2018–2022 (USD MILLION)
                        TABLE 379 REST OF LATIN AMERICA: MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2023–2029 (USD MILLION)
                        TABLE 380 REST OF LATIN AMERICA: MARKET, BY END USER, 2018–2022 (USD MILLION)
                        TABLE 381 REST OF LATIN AMERICA: COMPUTER VISION IN HEALTHCARE MARKET, BY END USER, 2023–2029 (USD MILLION)
     10.6 MIDDLE EAST & AFRICA 
             TABLE 382 MIDDLE EAST & AFRICA: COMPUTER VISION IN HEALTHCARE MARKET, BY REGION,  2018–2022 (USD MILLION)
             TABLE 383 MIDDLE EAST & AFRICA: MARKET, BY REGION,  2023–2029 (USD MILLION)
             TABLE 384 MIDDLE EAST & AFRICA: MARKET, BY PRODUCT & SERVICE, 2018–2022 (USD MILLION)
             TABLE 385 MIDDLE EAST & AFRICA: MARKET, BY PRODUCT & SERVICE, 2023–2029 (USD MILLION)
             TABLE 386 MIDDLE EAST & AFRICA: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET,  BY TYPE, 2018–2022 (USD MILLION)
             TABLE 387 MIDDLE EAST & AFRICA: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET,  BY TYPE, 2023–2029 (USD MILLION)
             TABLE 388 MIDDLE EAST & AFRICA: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET,  BY TYPE, 2018–2022 (USD MILLION)
             TABLE 389 MIDDLE EAST & AFRICA: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET,  BY TYPE, 2023–2029 (USD MILLION)
             TABLE 390 MIDDLE EAST & AFRICA: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET,  BY TYPE, 2018–2022 (USD MILLION)
             TABLE 391 MIDDLE EAST & AFRICA: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET,  BY TYPE, 2023–2029 (USD MILLION)
             TABLE 392 MIDDLE EAST & AFRICA: MARKET, BY TYPE,  2018–2022 (USD MILLION)
             TABLE 393 MIDDLE EAST & AFRICA: MARKET,  BY TYPE, 2023–2029 (USD MILLION)
             TABLE 394 MIDDLE EAST & AFRICA: MARKET, BY APPLICATION, 2018–2022 (USD MILLION)
             TABLE 395 MIDDLE EAST & AFRICA: MARKET, BY APPLICATION, 2023–2029 (USD MILLION)
             TABLE 396 MIDDLE EAST & AFRICA: MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2018–2022 (USD MILLION)
             TABLE 397 MIDDLE EAST & AFRICA: MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2023–2029 (USD MILLION)
             TABLE 398 MIDDLE EAST & AFRICA: MARKET, BY END USER, 2018–2022 (USD MILLION)
             TABLE 399 MIDDLE EAST & AFRICA: COMPUTER VISION IN HEALTHCARE MARKET,  BY END USER, 2023–2029 (USD MILLION)
             10.6.1 MIDDLE EAST & AFRICA: RECESSION IMPACT ANALYSIS
             10.6.2 GCC
                        10.6.2.1 Rising focus on technological advancements in healthcare sector to drive market
                                      TABLE 400 GCC: COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE,  2018–2022 (USD MILLION)
                                      TABLE 401 GCC: MARKET, BY PRODUCT & SERVICE, 2023–2029 (USD MILLION)
                                      TABLE 402 GCC: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 403 GCC: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 404 GCC: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 405 GCC: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 406 GCC: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2018–2022 (USD MILLION)
                                      TABLE 407 GCC: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE,  2023–2029 (USD MILLION)
                                      TABLE 408 GCC: MARKET, BY TYPE, 2018–2022 (USD MILLION)
                                      TABLE 409 GCC: MARKET, BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 410 GCC: MARKET, BY APPLICATION,  2018–2022 (USD MILLION)
                                      TABLE 411 GCC: MARKET, BY APPLICATION,  2023–2029 (USD MILLION)
                                      TABLE 412 GCC: MARKET FOR HOSPITAL MANAGEMENT,  BY TYPE, 2018–2022 (USD MILLION)
                                      TABLE 413 GCC: MARKET FOR HOSPITAL MANAGEMENT,  BY TYPE, 2023–2029 (USD MILLION)
                                      TABLE 414 GCC: MARKET, BY END USER,  2018–2022 (USD MILLION)
                                      TABLE 415 GCC: COMPUTER VISION IN HEALTHCARE MARKET, BY END USER,  2023–2029 (USD MILLION)
             10.6.3 REST OF MIDDLE EAST & AFRICA
                        TABLE 416 REST OF MIDDLE EAST & AFRICA: COMPUTER VISION IN HEALTHCARE MARKET,  BY PRODUCT & SERVICE, 2018–2022 (USD MILLION)
                        TABLE 417 REST OF MIDDLE EAST & AFRICA: MARKET,  BY PRODUCT & SERVICE, 2023–2029 (USD MILLION)
                        TABLE 418 REST OF MIDDLE EAST & AFRICA: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE, 2018–2022 (USD MILLION)
                        TABLE 419 REST OF MIDDLE EAST & AFRICA: COMPUTER VISION IN HEALTHCARE SOFTWARE MARKET, BY TYPE, 2023–2029 (USD MILLION)
                        TABLE 420 REST OF MIDDLE EAST & AFRICA: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE, 2018–2022 (USD MILLION)
                        TABLE 421 REST OF MIDDLE EAST & AFRICA: COMPUTER VISION IN HEALTHCARE HARDWARE MARKET, BY TYPE, 2023–2029 (USD MILLION)
                        TABLE 422 REST OF MIDDLE EAST & AFRICA: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE, 2018–2022 (USD MILLION)
                        TABLE 423 REST OF MIDDLE EAST & AFRICA: COMPUTER VISION IN HEALTHCARE PROCESSORS MARKET, BY TYPE, 2023–2029 (USD MILLION)
                        TABLE 424 REST OF MIDDLE EAST & AFRICA: MARKET, BY TYPE, 2018–2022 (USD MILLION)
                        TABLE 425 REST OF MIDDLE EAST & AFRICA: MARKET, BY TYPE, 2023–2029 (USD MILLION)
                        TABLE 426 REST OF MIDDLE EAST & AFRICA: MARKET,  BY APPLICATION, 2018–2022 (USD MILLION)
                        TABLE 427 REST OF MIDDLE EAST & AFRICA: MARKET,  BY APPLICATION, 2023–2029 (USD MILLION)
                        TABLE 428 REST OF MIDDLE EAST & AFRICA: MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2018–2022 (USD MILLION)
                        TABLE 429 REST OF MIDDLE EAST & AFRICA: MARKET FOR HOSPITAL MANAGEMENT, BY TYPE, 2023–2029 (USD MILLION)
                        TABLE 430 REST OF MIDDLE EAST & AFRICA: MARKET,  BY END USER, 2018–2022 (USD MILLION)
                        TABLE 431 REST OF MIDDLE EAST & AFRICA: MARKET, BY END USER, 2023–2029 (USD MILLION)
 
11 COMPETITIVE LANDSCAPE (Page No. - 305)
     11.1 INTRODUCTION 
     11.2 KEY PLAYER STRATEGIES/RIGHT TO WIN 
             FIGURE 37 KEY DEVELOPMENTS OF MAJOR PLAYERS IN COMPUTER VISION IN HEALTHCARE MARKET, JANUARY 2020–APRIL 2024
     11.3 REVENUE SHARE ANALYSIS 
             FIGURE 38 REVENUE ANALYSIS OF KEY PLAYERS IN COMPUTER VISION IN HEALTHCARE INDUSTRY, 2019–2023 (USD MILLION)
     11.4 MARKET SHARE ANALYSIS 
             FIGURE 39 COMPUTER VISION IN HEALTHCARE INDUSTRY SHARE ANALYSIS (2023)
             TABLE 432 COMPUTER VISION IN HEALTHCARE INDUSTRY: DEGREE OF COMPETITION
     11.5 BRAND/PRODUCT COMPARATIVE ANALYSIS 
             FIGURE 40 COMPUTER VISION IN HEALTHCARE: TOP TRENDING BRANDS/PRODUCTS
             11.5.1 NVIDIA CORPORATION (US)
             11.5.2 INTEL CORPORATION (US)
             11.5.3 MICROSOFT CORPORATION (US)
             11.5.4 ADVANCED MICRO DEVICES, INC. (US)
             11.5.5 GOOGLE (US)
     11.6 COMPANY EVALUATION AND FINANCIAL METRICS 
             FIGURE 41 EV/EBITDA OF KEY VENDORS
             FIGURE 42 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF  COMPUTER VISION SOLUTION VENDORS
     11.7 COMPANY EVALUATION MATRIX: KEY PLAYERS 
             11.7.1 STARS
             11.7.2 PERVASIVE PLAYERS
             11.7.3 EMERGING LEADERS
             11.7.4 PARTICIPANTS
                        FIGURE 43 COMPUTER VISION IN HEALTHCARE INDUSTRY: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2023
             11.7.5 COMPANY FOOTPRINT
                        TABLE 433 COMPANY FOOTPRINT
                        TABLE 434 PRODUCT & SERVICE FOOTPRINT
                        TABLE 435 APPLICATION FOOTPRINT
                        TABLE 436 END-USER FOOTPRINT
                        TABLE 437 REGIONAL FOOTPRINT
     11.8 COMPANY EVALUATION MATRIX: STARTUPS/SMES 
             11.8.1 PROGRESSIVE COMPANIES
             11.8.2 DYNAMIC COMPANIES
             11.8.3 STARTING BLOCKS
             11.8.4 RESPONSIVE COMPANIES
                        FIGURE 44 COMPUTER VISION IN HEALTHCARE INDUSTRY: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2023
             11.8.5 COMPETITIVE BENCHMARKING
                        TABLE 438 COMPUTER VISION IN HEALTHCARE INDUSTRY: DETAILED LIST OF KEY STARTUPS/SMES
                        TABLE 439 COMPUTER VISION IN HEALTHCARE INDUSTRY: COMPETITIVE BENCHMARKING OF KEY PLAYERS (STARTUPS/SMES)
     11.9 COMPETITIVE SCENARIO 
             11.9.1 PRODUCT & SERVICE LAUNCHES
                        TABLE 440 COMPUTER VISION IN HEALTHCARE INDUSTRY: PRODUCT & SERVICE LAUNCHES, JANUARY 2020–APRIL 2024
             11.9.2 DEALS
                        TABLE 441 COMPUTER VISION IN HEALTHCARE INDUSTRY: DEALS, JANUARY 2020–APRIL 2024
             11.9.3 OTHER DEVELOPMENTS
                        TABLE 442 COMPUTER VISION IN HEALTHCARE INDUSTRY: OTHER DEVELOPMENTS,  JANUARY 2020–APRIL 2024
 
12 COMPANY PROFILES (Page No. - 326)
     12.1 KEY COMPANIES 
(Business Overview, Products Offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats))*
             12.1.1 NVIDIA CORPORATION
                        TABLE 443 NVIDIA CORPORATION: BUSINESS OVERVIEW
                        FIGURE 45 NVIDIA CORPORATION: COMPANY SNAPSHOT (2023)
                        TABLE 444 NVIDIA CORPORATION: PRODUCTS & SERVICES OFFERED
                        TABLE 445 NVIDIA CORPORATION: PRODUCT & SERVICE LAUNCHES
                        TABLE 446 NVIDIA CORPORATION: DEALS
             12.1.2 INTEL CORPORATION
                        TABLE 447 INTEL CORPORATION: BUSINESS OVERVIEW
                        FIGURE 46 INTEL CORPORATION: COMPANY SNAPSHOT (2023)
                        TABLE 448 INTEL CORPORATION: PRODUCTS & SERVICES OFFERED
                        TABLE 449 INTEL CORPORATION: PRODUCT & SERVICE LAUNCHES
             12.1.3 MICROSOFT CORPORATION
                        TABLE 450 MICROSOFT CORPORATION: BUSINESS OVERVIEW
                        FIGURE 47 MICROSOFT CORPORATION: COMPANY SNAPSHOT (2023)
                        TABLE 451 MICROSOFT CORPORATION: PRODUCTS & SERVICES OFFERED
                        TABLE 452 MICROSOFT CORPORATION: DEALS
             12.1.4 ADVANCED MICRO DEVICES, INC.
                        TABLE 453 ADVANCED MICRO DEVICES, INC.: BUSINESS OVERVIEW
                        FIGURE 48 ADVANCED MICRO DEVICES, INC.: COMPANY SNAPSHOT (2023)
                        TABLE 454 ADVANCED MICRO DEVICES, INC.: PRODUCTS & SERVICES OFFERED
                        TABLE 455 ADVANCED MICRO DEVICES, INC.: DEALS
             12.1.5 GOOGLE
                        TABLE 456 GOOGLE: COMPANY OVERVIEW
                        FIGURE 49 ALPHABET INC. (GOOGLE): COMPANY SNAPSHOT (2023)
                        TABLE 457 GOOGLE: PRODUCTS & SERVICES OFFERED
                        TABLE 458 GOOGLE: DEALS
             12.1.6 BASLER AG
                        TABLE 459 BASLER AG: BUSINESS OVERVIEW
                        FIGURE 50 BASLER AG: COMPANY SNAPSHOT (2023)
                        TABLE 460 BASLER AG: PRODUCTS & SERVICES OFFERED
                        TABLE 461 BASLER AG: PRODUCT & SERVICE LAUNCHES
             12.1.7 AICURE
                        TABLE 462 AICURE: BUSINESS OVERVIEW
                        TABLE 463 AICURE: PRODUCTS & SERVICES OFFERED
                        TABLE 464 AICURE: DEALS
             12.1.8 ICAD, INC.
                        TABLE 465 ICAD, INC.: BUSINESS OVERVIEW
                        FIGURE 51 ICAD, INC.: COMPANY SNAPSHOT (2023)
                        TABLE 466 ICAD, INC.: PRODUCTS & SERVICES OFFERED
                        TABLE 467 ICAD, INC.: PRODUCT & SERVICE LAUNCHES
                        TABLE 468 ICAD, INC.: DEALS
                        TABLE 469 ICAD, INC.: OTHER DEVELOPMENTS
             12.1.9 THERMO FISHER SCIENTIFIC INC.
                        TABLE 470 THERMO FISHER SCIENTIFIC INC.: BUSINESS OVERVIEW
                        FIGURE 52 THERMO FISHER SCIENTIFIC INC.: COMPANY SNAPSHOT (2023)
                        TABLE 471 THERMO FISHER SCIENTIFIC INC.: PRODUCTS & SERVICES OFFERED
             12.1.10 SENSETIME
                        TABLE 472 SENSETIME: BUSINESS OVERVIEW
                        FIGURE 53 SENSETIME: COMPANY SNAPSHOT (2023)
                        TABLE 473 SENSETIME: PRODUCTS & SERVICES OFFERED
                        TABLE 474 SENSETIME: PRODUCT & SERVICE LAUNCHES
             12.1.11 KEYENCE CORPORATION
                        TABLE 475 KEYENCE CORPORATION: BUSINESS OVERVIEW
                        FIGURE 54 KEYENCE CORPORATION: COMPANY SNAPSHOT (2023)
                        TABLE 476 KEYENCE CORPORATION: PRODUCTS & SERVICES OFFERED
                        TABLE 477 KEYENCE CORPORATION: PRODUCT & SERVICE LAUNCHES
             12.1.12 ASSERT AI
                        TABLE 478 ASSERT AI: BUSINESS OVERVIEW
                        TABLE 479 ASSERT AI: PRODUCTS & SERVICES OFFERED
             12.1.13 ARTISIGHT
                        TABLE 480 ARTISIGHT: BUSINESS OVERVIEW
                        TABLE 481 ARTISIGHT: PRODUCTS & SERVICES OFFERED
                        TABLE 482 ARTISIGHT: DEALS
             12.1.14 LOOKDEEP INC.
                        TABLE 483 LOOKDEEP INC.: BUSINESS OVERVIEW
                        TABLE 484 LOOKDEEP INC.: PRODUCTS & SERVICES OFFERED
             12.1.15 CARE.AI
                        TABLE 485 CARE.AI: BUSINESS OVERVIEW
                        TABLE 486 CARE.AI: PRODUCTS & SERVICES OFFERED
                        TABLE 487 CARE.AI: DEALS
                        TABLE 488 CARE.AI: OTHER DEVELOPMENTS
             12.1.16 CAREVIEW COMMUNICATIONS
                        TABLE 489 CAREVIEW COMMUNICATIONS: BUSINESS OVERVIEW
                        FIGURE 55 CAREVIEW COMMUNICATIONS: COMPANY SNAPSHOT (2022)
                        TABLE 490 CAREVIEW COMMUNICATIONS: PRODUCTS & SERVICES OFFERED
                        TABLE 491 CAREVIEW COMMUNICATIONS: PRODUCT & SERVICE LAUNCHES
                        TABLE 492 CAREVIEW COMMUNICATIONS: DEALS
             12.1.17 VIRTUSENSE TECHNOLOGIES, INC.
                        TABLE 493 VIRTUSENSE TECHNOLOGIES, INC.: BUSINESS OVERVIEW
                        TABLE 494 VIRTUSENSE TECHNOLOGIES, INC.: PRODUCTS & SERVICES OFFERED
                        TABLE 495 VIRTUSENSE TECHNOLOGIES, INC.: DEALS
             12.1.18 TETON
                        TABLE 496 TETON: BUSINESS OVERVIEW
                        TABLE 497 TETON: PRODUCTS & SERVICES OFFERED
                        TABLE 498 TETON: OTHER DEVELOPMENTS
     12.2 OTHER PLAYERS 
             12.2.1 VISO.AI
                        TABLE 499 VISO.AI: COMPANY OVERVIEW
             12.2.2 NANO-X IMAGING LTD.
                        TABLE 500 NANO-X IMAGING LTD.: COMPANY OVERVIEW
             12.2.3 COMOFI MEDTECH PVT. LTD.
                        TABLE 501 COMOFI MEDTECH PVT. LTD.: COMPANY OVERVIEW
             12.2.4 AIVIDTECHVISION
                        TABLE 502 AIVIDTECHVISION: COMPANY OVERVIEW
             12.2.5 ROBOFLOW, INC.
                        TABLE 503 ROBOFLOW, INC.: COMPANY OVERVIEW
             12.2.6 OPTOTUNE
                        TABLE 504 OPTOTUNE: COMPANY OVERVIEW
             12.2.7 CUREMETRIX, INC.
                        TABLE 505 CUREMETRIX, INC.: COMPANY OVERVIEW
 
*Details on Business Overview, Products Offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats) might not be captured in case of unlisted companies.
 
13 APPENDIX (Page No. - 371)
     13.1 DISCUSSION GUIDE 
     13.2 KNOWLEDGESTORE: MARKETSANDMARKETS’  SUBSCRIPTION PORTAL 
     13.3 CUSTOMIZATION OPTIONS 
     13.4 RELATED REPORTS 
     13.5 AUTHOR DETAILS 

This research study involved the extensive use of both primary and secondary sources. It involved the analysis of various factors affecting the industry to identify the segmentation types, industry trends, key players, the competitive landscape of market players, and key market dynamics such as drivers, opportunities, challenges, restraints, and key player strategies.

Secondary Research

This research study extensively utilized secondary sources, including directories, databases such as Dun & Bradstreet, Bloomberg Businessweek, and Factiva, as well as white papers, annual reports, and companies' house documents. The aim of the secondary research was to gather and analyze information for a comprehensive and commercially focused study of the computer vision in the healthcare market, encompassing technical aspects and market dynamics. It also facilitated the identification of key players, market classification, industry trends, geographical markets, and significant market-related developments. Additionally, a database of prominent industry leaders was compiled through secondary research.

Primary Research

In the primary research process, various supply-side and demand-side sources were interviewed to obtain qualitative and quantitative information for this report. Primary sources from the supply side included industry experts such as CEOs, vice presidents, marketing and sales directors, technology & innovation directors, engineers, and related key executives from various companies and organizations operating in the computer vision in healthcare market. Primary sources from the demand side included personnel from pharmaceutical & biotechnology companies, research institutes and hospitals (small, medium-sized, and large hospitals).

A breakdown of the primary respondents is provided below:

Computer Vision in Healthcare  Market Size, and Share

*Others include sales managers, marketing managers, and product managers.

Note: Tiers are defined based on a company’s total revenue, as of 2022: Tier 1 = >USD 1 billion, Tier 2 = USD 500 million to USD 1 billion, and Tier 3 = <USD 500 million.

To know about the assumptions considered for the study, download the pdf brochure

Market Size Estimation

The total size of the computer vision in healthcare market was determined after data triangulation through the two approaches mentioned below. After the completion of each approach, the weighted average of these approaches was taken based on the level of assumptions used in each approach.

Global Computer Vision in Healthcare Market Size: Top-Down Approach

Computer Vision in Healthcare  Market Size, and Share

To know about the assumptions considered for the study, Request for Free Sample Report

Global Computer Vision in Healthcare Market Size: Bottom-Up Approach

Computer Vision in Healthcare  Market Size, and Share

Data Triangulation

The size of the computer vision in healthcare market was estimated through segmental extrapolation using the bottom-up approach. The methodology used is as given below:

  • Revenues for individual companies were gathered from public sources and databases.
  • Shares of leading players in the market were gathered from secondary sources to the extent available. In certain cases, shares of computer vision in healthcare businesses have been ascertained after a detailed analysis of various parameters including product portfolios, market positioning, selling price, and geographic reach & strength.
  • Individual shares or revenue estimates were validated through interviews with experts.
  • The total revenue in the market was determined by extrapolating the market share data of major companies.

Market Definition

Computer vision is concerned with the capturing, processing, and analyzing of real-world images and video to allow machines to extract meaningful, contextual information from a single image or sequence of images. Computer vision in healthcare is used in medical image diagnosis, intraoperative imaging, and in clinical trials.

Key Stakeholders

  • CV software and service providers
  • Healthcare providers
  • AI solution providers
  • AI platform providers
  • Business providers
  • Professional service/solution providers
  • Research organizations
  • Technology standard organizations, forums, alliances, and associations
  • Technology investors
  • Venture capitalists

Objectives of the Study

  • To define, describe, and forecast the global computer vision in healthcare market by product & service, type, application, end user, and region
  • To provide detailed information regarding the major factors influencing the growth of the market (such as drivers, restraints, opportunities, and challenges)
  • To analyze micromarkets with respect to individual growth trends, prospects, and contributions to the overall market
  • To assess the market with regard to Porter’s Five Forces, regulatory landscape, value chain, ecosystem map, patent protection and key stakeholder’s buying criteria
  • To analyze opportunities in the market for stakeholders and provide details of the competitive landscape for market leaders
  • To forecast the size of the market with respect to five main regions, namely, North America, Europe, the Asia Pacific, Latin America, and the Middle East & Africa
  • To profile the key players in the market and comprehensively analyze their core competencies and market shares
  • To track and analyze competitive developments such as agreements, partnerships, and acquisitions; expansions; product launches and enhancements; and R&D activities in the market.

Available Customizations

With the given market data, MarketsandMarkets offers customizations as per your company’s specific needs. The following customization options are available for the report:

Company Information

  • Detailed analysis and profiling of additional market players (up to 5)

Geographic Analysis

  • Further breakdown of the Rest of Asia Pacific computer vision in healthcare market into Australia, Taiwan, New Zealand, Thailand, Singapore, Malaysia, and other countries
  • Further breakdown of the Rest of Europe computer vision in healthcare market into Russia, Austria, Finland, Sweden, Turkey, Norway, Poland, Portugal, Romania, Denmark, and other countries
Custom Market Research Services

We will customize the research for you, in case the report listed above does not meet with your exact requirements. Our custom research will comprehensively cover the business information you require to help you arrive at strategic and profitable business decisions.

Request Customization

Instant Answers with GPT - Ask Now!

Ask real questions. Get complete answers !
Report Code
HIT 6886
Published ON
May, 2024
Choose License Type
BUY NOW
  • SHARE
X
Request Customization
Speak to Analyst
Speak to Analyst
OR FACE-TO-FACE MEETING
PERSONALIZE THIS RESEARCH
  • Triangulate with your Own Data
  • Get Data as per your Format and Definition
  • Gain a Deeper Dive on a Specific Application, Geography, Customer or Competitor
  • Any level of Personalization
REQUEST A FREE CUSTOMIZATION
LET US HELP YOU!
  • What are the Known and Unknown Adjacencies Impacting the Computer Vision in Healthcare Market
  • What will your New Revenue Sources be?
  • Who will be your Top Customer; what will make them switch?
  • Defend your Market Share or Win Competitors
  • Get a Scorecard for Target Partners
CUSTOMIZED WORKSHOP REQUEST
  • Call Us
  • +1-888-600-6441 (Corporate office hours)
  • +1-888-600-6441 (US/Can toll free)
  • +44-800-368-9399 (UK office hours)
CONNECT WITH US
ABOUT TRUST ONLINE
©2024 MarketsandMarkets Research Private Ltd. All rights reserved
DMCA.com Protection Status
Website Feedback