The Global Computer Vision in Healthcare Âé¶¹Ô´´ is accounted for $158.68 million in 2017 and is expected to reach $4548.04 million by 2026 growing at a CAGR of 45.2% during the forecast period. Growing computer vision systems in healthcare applications increase in the adoption of AI healthcare technologies and rising healthcare big data are the major factors boosting the market growth. However, the lack of technical expertise and awareness may hinder the growth of the market.
Computer vision technique has shown the great application in surgery and therapy of some diseases. This is helping more doctors better diagnose patients, prescribe the right treatments and monitor the evolution of various diseases. The applications of computer vision for medical purposes are limited only by the human imagination and current development of tech. Applications already in use include tumor classification, CAD systems for surgery, predictive analytics, and therapy.
By Application, Medical Imaging & Diagnostics segment registered steady share during the forecast period. Computer Vision systems permit to make extensive use of medical imaging & diagnostics data to provide better diagnosis, treatment, prediction of diseases and fast and accurate segmentation of medical images. By geography, North America provides potential growth opportunities due to the increasing number of personalized medicine and increasing government initiatives to increase the adoption.
Some of the key players in Computer Vision in Healthcare market include Intel, IBM, Basler AG, AiCure, NVIDIA, Xilinx, Google (A Subsidiary of Alphabet, Inc.), Arterys, Inc. and iCAD, Inc.
Vehicle Types Covered:
• Services
• Software
• Hardware
End Users Covered:
• Diagnostic Centers
• Healthcare Providers
• Academic Research Institutes
• Life Science Industry
• Private & Public Research Centers
• Other End Users
Applications Covered:
• Surgeries
• Medical Imaging & Diagnostics
• Patient management and Research
• Clinical trials
• Other Applications
Regions Covered:
• North America
o US
o Canada
o Mexico
• Europe
o Germany
o France
o Italy
o UK
o Spain
o Rest of Europe
• Asia Pacific
o Japan
o China
o India
o Australia
o New Zealand
o Rest of Asia Pacific
• South America
o Argentina
o Brazil
o Chile
o Rest of South America
• Middle East & Africa
o Saudi Arabia
o UAE
o Qatar
o South Africa
o Rest of Middle East & Africa
What our report offers:
- Âé¶¹Ô´´ share assessments for the regional and country level segments
- Strategic recommendations for the new entrants
- Âé¶¹Ô´´ forecasts for a minimum of 9 years of all the mentioned segments, sub segments and the regional markets
- Âé¶¹Ô´´ Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
- Strategic analysis: Drivers and Constraints, Product/Technology Analysis, Porter’s five forces analysis, SWOT analysis etc.
- Strategic recommendations in key business segments based on the market estimations
- Competitive landscaping mapping the key common trends
- Company profiling with detailed strategies, financials, and recent developments
- Supply chain trends mapping the latest technological advancements
Free Customization Offerings:
All the customers of this report will be entitled to receive one of the following free customization options:
• Company Profiling
o Comprehensive profiling of additional market players (up to 3)
o SWOT Analysis of key players (up to 3)
• Regional Segmentation
o Âé¶¹Ô´´ estimations, Forecasts and CAGR of any prominent country as per the clients interest (Note: Depends of feasibility check)
• Competitive Benchmarking
o Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances
1 Executive Summary
2 Preface
2.1 Abstract
2.2 Stake Holders
2.3 Research Scope
2.4 Research Methodology
2.4.1 Data Mining
2.4.2 Data Analysis
2.4.3 Data Validation
2.4.4 Research Approach
2.5 Research Sources
2.5.1 Primary Research Sources
2.5.2 Secondary Research Sources
2.5.3 Assumptions
3 Âé¶¹Ô´´ Trend Analysis
3.1 Introduction
3.2 Drivers
3.3 Restraints
3.4 Opportunities
3.5 Threats
3.6 Application Analysis
3.7 End User Analysis
3.8 Emerging Âé¶¹Ô´´s
3.9 Futuristic Âé¶¹Ô´´ Scenario
4 Porters Five Force Analysis
4.1 Bargaining power of suppliers
4.2 Bargaining power of buyers
4.3 Threat of substitutes
4.4 Threat of new entrants
4.5 Competitive rivalry
5 Global Computer Vision in Healthcare Âé¶¹Ô´´, By Vehicle Type
5.1 Introduction
5.2 Services
5.3 Software
5.3.1 Cloud-Based Solutions
5.3.2 On-Premise Solutions
5.4 Hardware
5.4.1 Memory Devices
5.4.2 Networks
5.4.3 Processors
5.4.3.1 Field Programmable Gate Arrays (FPGAs)
5.4.3.2 Graphics Processing Units (GPUs)
5.4.3.3 Application Specific Integrated Circuits (ASICs)
5.4.3.4 Central Processing Units (CPUs)
5.4.3.5 Vision Processing Unit (VPU)
6 Global Computer Vision in Healthcare Âé¶¹Ô´´, By End User
6.1 Introduction
6.2 Diagnostic Centers
6.3 Healthcare Providers
6.4 Academic Research Institutes
6.5 Life Science Industry
6.6 Private & Public Research Centers
6.7 Other End Users
7 Global Computer Vision in Healthcare Âé¶¹Ô´´, By Application
7.1 Introduction
7.2 Surgeries
7.3 Medical Imaging & Diagnostics
7.4 Patient management and Research
7.5 Clinical trials
7.6 Other Applications
8 Global Computer Vision in Healthcare Âé¶¹Ô´´, By Geography
8.1 Introduction
8.2 North America
8.2.1 US
8.2.2 Canada
8.2.3 Mexico
8.3 Europe
8.3.1 Germany
8.3.2 UK
8.3.3 Italy
8.3.4 France
8.3.5 Spain
8.3.6 Rest of Europe
8.4 Asia Pacific
8.4.1 Japan
8.4.2 China
8.4.3 India
8.4.4 Australia
8.4.5 New Zealand
8.4.6 South Korea
8.4.7 Rest of Asia Pacific
8.5 South America
8.5.1 Argentina
8.5.2 Brazil
8.5.3 Chile
8.5.4 Rest of South America
8.6 Middle East & Africa
8.6.1 Saudi Arabia
8.6.2 UAE
8.6.3 Qatar
8.6.4 South Africa
8.6.5 Rest of Middle East & Africa
9 Key Developments
9.1 Agreements, Partnerships, Collaborations and Joint Ventures
9.2 Acquisitions & Mergers
9.3 New Product Launch
9.4 Expansions
9.5 Other Key Strategies
10 Company Profiling
10.1 Microsoft
10.2 Intel
10.3 IBM
10.4 Basler AG
10.5 AiCure
10.6 NVIDIA
10.7 Xilinx
10.8 Google (A Subsidiary of Alphabet, Inc.)
10.9 Arterys, Inc.
10.10 iCAD, Inc.
List of Tables
Table 1 Global Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Region (2016-2026) ($MN)
Table 2 Global Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Vehicle Type (2016-2026) ($MN)
Table 3 Global Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Services (2016-2026) ($MN)
Table 4 Global Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Software (2016-2026) ($MN)
Table 5 Global Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Cloud-Based Solutions (2016-2026) ($MN)
Table 6 Global Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By On-Premise Solutions (2016-2026) ($MN)
Table 7 Global Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Hardware (2016-2026) ($MN)
Table 8 Global Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Memory Devices (2016-2026) ($MN)
Table 9 Global Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Networks (2016-2026) ($MN)
Table 10 Global Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Processors (2016-2026) ($MN)
Table 11 Global Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By End User (2016-2026) ($MN)
Table 12 Global Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Diagnostic Centers (2016-2026) ($MN)
Table 13 Global Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Healthcare Providers (2016-2026) ($MN)
Table 14 Global Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Academic Research Institutes (2016-2026) ($MN)
Table 15 Global Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Life Science Industry (2016-2026) ($MN)
Table 16 Global Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Private & Public Research Centers (2016-2026) ($MN)
Table 17 Global Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Other End Users (2016-2026) ($MN)
Table 18 Global Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Application (2016-2026) ($MN)
Table 19 Global Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Surgeries (2016-2026) ($MN)
Table 20 Global Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Medical Imaging & Diagnostics (2016-2026) ($MN)
Table 21 Global Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Patient management and Research (2016-2026) ($MN)
Table 22 Global Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Clinical trials (2016-2026) ($MN)
Table 23 Global Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Other Applications (2016-2026) ($MN)
Table 24 North America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Country (2016-2026) ($MN)
Table 25 North America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Vehicle Type (2016-2026) ($MN)
Table 26 North America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Services (2016-2026) ($MN)
Table 27 North America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Software (2016-2026) ($MN)
Table 28 North America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Cloud-Based Solutions (2016-2026) ($MN)
Table 29 North America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By On-Premise Solutions (2016-2026) ($MN)
Table 30 North America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Hardware (2016-2026) ($MN)
Table 31 North America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Memory Devices (2016-2026) ($MN)
Table 32 North America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Networks (2016-2026) ($MN)
Table 33 North America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Processors (2016-2026) ($MN)
Table 34 North America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By End User (2016-2026) ($MN)
Table 35 North America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Diagnostic Centers (2016-2026) ($MN)
Table 36 North America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Healthcare Providers (2016-2026) ($MN)
Table 37 North America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Academic Research Institutes (2016-2026) ($MN)
Table 38 North America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Life Science Industry (2016-2026) ($MN)
Table 39 North America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Private & Public Research Centers (2016-2026) ($MN)
Table 40 North America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Other End Users (2016-2026) ($MN)
Table 41 North America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Application (2016-2026) ($MN)
Table 42 North America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Surgeries (2016-2026) ($MN)
Table 43 North America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Medical Imaging & Diagnostics (2016-2026) ($MN)
Table 44 North America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Patient management and Research (2016-2026) ($MN)
Table 45 North America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Clinical trials (2016-2026) ($MN)
Table 46 North America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Other Applications (2016-2026) ($MN)
Table 47 Europe Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Country (2016-2026) ($MN)
Table 48 Europe Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Vehicle Type (2016-2026) ($MN)
Table 49 Europe Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Services (2016-2026) ($MN)
Table 50 Europe Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Software (2016-2026) ($MN)
Table 51 Europe Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Cloud-Based Solutions (2016-2026) ($MN)
Table 52 Europe Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By On-Premise Solutions (2016-2026) ($MN)
Table 53 Europe Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Hardware (2016-2026) ($MN)
Table 54 Europe Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Memory Devices (2016-2026) ($MN)
Table 55 Europe Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Networks (2016-2026) ($MN)
Table 56 Europe Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Processors (2016-2026) ($MN)
Table 57 Europe Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By End User (2016-2026) ($MN)
Table 58 Europe Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Diagnostic Centers (2016-2026) ($MN)
Table 59 Europe Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Healthcare Providers (2016-2026) ($MN)
Table 60 Europe Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Academic Research Institutes (2016-2026) ($MN)
Table 61 Europe Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Life Science Industry (2016-2026) ($MN)
Table 62 Europe Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Private & Public Research Centers (2016-2026) ($MN)
Table 63 Europe Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Other End Users (2016-2026) ($MN)
Table 64 Europe Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Application (2016-2026) ($MN)
Table 65 Europe Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Surgeries (2016-2026) ($MN)
Table 66 Europe Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Medical Imaging & Diagnostics (2016-2026) ($MN)
Table 67 Europe Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Patient management and Research (2016-2026) ($MN)
Table 68 Europe Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Clinical trials (2016-2026) ($MN)
Table 69 Europe Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Other Applications (2016-2026) ($MN)
Table 70 Asia Pacific Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Country (2016-2026) ($MN)
Table 71 Asia Pacific Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Vehicle Type (2016-2026) ($MN)
Table 72 Asia Pacific Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Services (2016-2026) ($MN)
Table 73 Asia Pacific Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Software (2016-2026) ($MN)
Table 74 Asia Pacific Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Cloud-Based Solutions (2016-2026) ($MN)
Table 75 Asia Pacific Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By On-Premise Solutions (2016-2026) ($MN)
Table 76 Asia Pacific Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Hardware (2016-2026) ($MN)
Table 77 Asia Pacific Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Memory Devices (2016-2026) ($MN)
Table 78 Asia Pacific Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Networks (2016-2026) ($MN)
Table 79 Asia Pacific Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Processors (2016-2026) ($MN)
Table 80 Asia Pacific Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By End User (2016-2026) ($MN)
Table 81 Asia Pacific Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Diagnostic Centers (2016-2026) ($MN)
Table 82 Asia Pacific Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Healthcare Providers (2016-2026) ($MN)
Table 83 Asia Pacific Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Academic Research Institutes (2016-2026) ($MN)
Table 84 Asia Pacific Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Life Science Industry (2016-2026) ($MN)
Table 85 Asia Pacific Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Private & Public Research Centers (2016-2026) ($MN)
Table 86 Asia Pacific Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Other End Users (2016-2026) ($MN)
Table 87 Asia Pacific Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Application (2016-2026) ($MN)
Table 88 Asia Pacific Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Surgeries (2016-2026) ($MN)
Table 89 Asia Pacific Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Medical Imaging & Diagnostics (2016-2026) ($MN)
Table 90 Asia Pacific Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Patient management and Research (2016-2026) ($MN)
Table 91 Asia Pacific Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Clinical trials (2016-2026) ($MN)
Table 92 Asia Pacific Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Other Applications (2016-2026) ($MN)
Table 93 South America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Country (2016-2026) ($MN)
Table 94 South America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Vehicle Type (2016-2026) ($MN)
Table 95 South America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Services (2016-2026) ($MN)
Table 96 South America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Software (2016-2026) ($MN)
Table 97 South America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Cloud-Based Solutions (2016-2026) ($MN)
Table 98 South America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By On-Premise Solutions (2016-2026) ($MN)
Table 99 South America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Hardware (2016-2026) ($MN)
Table 100 South America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Memory Devices (2016-2026) ($MN)
Table 101 South America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Networks (2016-2026) ($MN)
Table 102 South America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Processors (2016-2026) ($MN)
Table 103 South America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By End User (2016-2026) ($MN)
Table 104 South America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Diagnostic Centers (2016-2026) ($MN)
Table 105 South America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Healthcare Providers (2016-2026) ($MN)
Table 106 South America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Academic Research Institutes (2016-2026) ($MN)
Table 107 South America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Life Science Industry (2016-2026) ($MN)
Table 108 South America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Private & Public Research Centers (2016-2026) ($MN)
Table 109 South America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Other End Users (2016-2026) ($MN)
Table 110 South America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Application (2016-2026) ($MN)
Table 111 South America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Surgeries (2016-2026) ($MN)
Table 112 South America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Medical Imaging & Diagnostics (2016-2026) ($MN)
Table 113 South America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Patient management and Research (2016-2026) ($MN)
Table 114 South America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Clinical trials (2016-2026) ($MN)
Table 115 South America Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Other Applications (2016-2026) ($MN)
Table 116 Middle East & Africa Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Country (2016-2026) ($MN)
Table 117 Middle East & Africa Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Vehicle Type (2016-2026) ($MN)
Table 118 Middle East & Africa Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Services (2016-2026) ($MN)
Table 119 Middle East & Africa Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Software (2016-2026) ($MN)
Table 120 Middle East & Africa Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Cloud-Based Solutions (2016-2026) ($MN)
Table 121 Middle East & Africa Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By On-Premise Solutions (2016-2026) ($MN)
Table 122 Middle East & Africa Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Hardware (2016-2026) ($MN)
Table 123 Middle East & Africa Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Memory Devices (2016-2026) ($MN)
Table 124 Middle East & Africa Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Networks (2016-2026) ($MN)
Table 125 Middle East & Africa Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Processors (2016-2026) ($MN)
Table 126 Middle East & Africa Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By End User (2016-2026) ($MN)
Table 127 Middle East & Africa Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Diagnostic Centers (2016-2026) ($MN)
Table 128 Middle East & Africa Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Healthcare Providers (2016-2026) ($MN)
Table 129 Middle East & Africa Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Academic Research Institutes (2016-2026) ($MN)
Table 130 Middle East & Africa Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Life Science Industry (2016-2026) ($MN)
Table 131 Middle East & Africa Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Private & Public Research Centers (2016-2026) ($MN)
Table 132 Middle East & Africa Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Other End Users (2016-2026) ($MN)
Table 133 Middle East & Africa Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Application (2016-2026) ($MN)
Table 134 Middle East & Africa Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Surgeries (2016-2026) ($MN)
Table 135 Middle East & Africa Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Medical Imaging & Diagnostics (2016-2026) ($MN)
Table 136 Middle East & Africa Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Patient management and Research (2016-2026) ($MN)
Table 137 Middle East & Africa Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Clinical trials (2016-2026) ($MN)
Table 138 Middle East & Africa Computer Vision in Healthcare Âé¶¹Ô´´ Outlook, By Other Applications (2016-2026) ($MN)
Microsoft
Intel
IBM
Basler AG
AiCure
NVIDIA
Xilinx
Google (A Subsidiary of Alphabet, Inc.)
Arterys, Inc.
iCAD, Inc.
Ìý
Ìý
*If Applicable.