Computer Vision in Healthcare Market, By Component (Hardware, Software and Services), By Product Type, By Application, By End-User, By Country, and By Region - Industry Analysis, Market Size, Market Share & Forecast from 2024-2032
REPORT HIGHLIGHT
Computer Vision in Healthcare Market size was valued at USD 2,678.21 Million in 2023, expanding at a CAGR of 34.5% from 2024 to 2032.
Computer vision falls under the broader category of artificial intelligence and focuses on analyzing still images or video streams to draw conclusions and take specific actions. In the field of healthcare, advancements in computer vision, particularly in object recognition, empower doctors with the ability to provide constant attention and tireless observation. For instance, machines have an error rate of only 3.5% compared to the 5% error rate of humans. In essence, computer vision\'s object detection and recognition capabilities outperform human abilities in these tasks. Moreover, computer vision in healthcare adds value by offering enhanced care services to patients in medical settings, as it can detect the early stages of diseases. Recent research indicates that artificial intelligence not only speeds up physicians\' work but also enhances the quality of care provided. The latest developments in object recognition technology focus on deep learning, which involves machine learning algorithms utilizing multi-layer neural networks. Deep learning has significantly improved the accuracy of object recognition on various data sets, both open and private.
Computer Vision in Healthcare Market- Market Dynamics
Adoption of artificial intelligence technologies in healthcare is expected to drive the growth of the market
Computer vision utilizes AI and machine learning algorithms to examine visual data from images and videos, proving especially beneficial in medical imaging and diagnostics. Through the analysis of extensive medical image datasets, AI can aid in the early detection of diseases such as cancer or the identification of abnormalities in scans that may indicate potential health issues. As per research conducted by Exploding Topics, 77% of companies are currently utilizing or exploring the use of AI in their operations, with 83% of companies stating that AI is a key focus in their business strategies. Additionally, the expanding field of Drug Discovery and Development presents growth opportunities for the market. Nevertheless, concerns regarding Data Privacy and Security could impede market growth.
SCOPE OF THE REPORT
The scope of this report covers the market by its major segments, which include as follows:
GLOBAL COMPUTER VISION IN HEALTHCARE MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS
AiCure
Microsoft
Google
Arterys, Inc.
NVIDIA
Basler AG
IBM Corporation
Basler AG
Xilinx
ICAD Inc.
Others
GLOBAL COMPUTER VISION IN HEALTHCARE MARKET, BY COMPONENT- MARKET ANALYSIS, 2019 - 2032
Hardware
Software
Services
GLOBAL COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT TYPE- MARKET ANALYSIS, 2019 - 2032
Smart Cameras-based Computer Vision Systems
PC-based Computer Vision Systems
GLOBAL COMPUTER VISION IN HEALTHCARE MARKET, BY APPLICATION- MARKET ANALYSIS, 2019 - 2032
Medical Imaging & Diagnostics
Surgeries
Patient Management & Research
Others
GLOBAL COMPUTER VISION IN HEALTHCARE MARKET, BY END-USER- MARKET ANALYSIS, 2019 - 2032
Healthcare Providers
Diagnostic Centers
Academic Research Institutes
Others
GLOBAL COMPUTER VISION IN HEALTHCARE MARKET, BY REGION- MARKET ANALYSIS, 2019 - 2032
North America
o The U.S.
o Canada
Europe
o Germany
o France
o Italy
o Spain
o United Kingdom
o Russia
o Netherlands
o Sweden
o Poland
o Rest of Europe
Asia Pacific
o India
o China
o South Korea
o Japan
o Australia
o Thailand
o Indonesia
o Philippines
o Rest of APAC
Latin America
o Brazil
o Mexico
o Argentina
o Colombia
o Rest of LATAM
The Middle East and Africa
o Saudi Arabia
o United Arab Emirates
o Israel
o Turkey
o Algeria
o Egypt
o Rest of MEA
TABLE OF CONTENT
1. Computer Vision in Healthcare Market Overview
1.1. Study Scope
1.2. Market Estimation Years
2. Executive Summary
2.1. Market Snippet
2.1.1. Computer Vision in Healthcare Market Snippet by Component
2.1.2. Computer Vision in Healthcare Market Snippet by Product Type
2.1.3. Computer Vision in Healthcare Market Snippet by Application
2.1.4. Computer Vision in Healthcare Market Snippet by End-User
2.1.5. Computer Vision in Healthcare Market Snippet by Country
2.1.6. Computer Vision in Healthcare Market Snippet by Region
2.2. Competitive Insights
3. Computer Vision in Healthcare Key Market Trends
3.1. Computer Vision in Healthcare Market Drivers
3.1.1. Impact Analysis of Market Drivers
3.2. Computer Vision in Healthcare Market Restraints
3.2.1. Impact Analysis of Market Restraints
3.3. Computer Vision in Healthcare Market Opportunities
3.4. Computer Vision in Healthcare Market Future Trends
4. Computer Vision in Healthcare Industry Study
4.1. PEST Analysis
4.2. Porter’s Five Forces Analysis
4.3. Growth Prospect Mapping
4.4. Regulatory Framework Analysis
5. Computer Vision in Healthcare Market: COVID-19 Impact Analysis
5.1. Pre-COVID-19 Impact Analysis
5.2. Post-COVID-19 Impact Analysis
5.2.1. Top Performing Segments
5.2.2. Marginal Growth Segments
5.2.3. Top Looser Segments
5.2.4. Marginal Loss Segments
6. Computer Vision in Healthcare Market Landscape
6.1. Computer Vision in Healthcare Market Share Analysis, 2023
6.2. Breakdown Data, by Key Manufacturer
6.2.1. Established Players’ Analysis
6.2.2. Emerging Players’ Analysis
7. Computer Vision in Healthcare Market – By Component
7.1. Overview
7.1.1. Segment Share Analysis, By Component, 2023 & 2032 (%)
7.1.2. Hardware
7.1.3. Software
7.1.4. Services
8. Computer Vision in Healthcare Market – By Product Type
8.1. Overview
8.1.1. Segment Share Analysis, By Product Type, 2023 & 2032 (%)
8.1.2. Smart Cameras-based Computer Vision Systems
8.1.3. PC-based Computer Vision Systems
9. Computer Vision in Healthcare Market – By Application
9.1. Overview
9.1.1. Segment Share Analysis, By Application, 2023 & 2032 (%)
9.1.2. Medical Imaging & Diagnostics
9.1.3. Surgeries
9.1.4. Patient Management & Research
9.1.5. Others
10. Computer Vision in Healthcare Market – By End-User
10.1. Overview
10.1.1. Segment Share Analysis, By End-User, 2023 & 2032 (%)
10.1.2. Healthcare Providers
10.1.3. Diagnostic Centers
10.1.4. Academic Research Institutes
10.1.5. Others
11. Computer Vision in Healthcare Market– By Geography
11.1. Introduction
11.1.1. Segment Share Analysis, By Geography, 2023 & 2032 (%)
11.2. North America
11.2.1. Overview
11.2.2. Computer Vision in Healthcare Key Manufacturers in North America
11.2.3. North America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
11.2.4. North America Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.2.5. North America Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.2.6. North America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.2.7. North America Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.2.8. U.S.
11.2.8.1. Overview
11.2.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.2.8.3. U.S. Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.2.8.4. U.S. Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.2.8.5. U.S. Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.2.8.6. U.S. Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.2.9. Canada
11.2.9.1. Overview
11.2.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.2.9.3. Canada Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.2.9.4. Canada Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.2.9.5. Canada Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.2.9.6. Canada Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.3. Europe
11.3.1. Overview
11.3.2. Computer Vision in Healthcare Key Manufacturers in Europe
11.3.3. Europe Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
11.3.4. Europe Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.3.5. Europe Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.3.6. Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.3.7. Europe Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.3.8. Germany
11.3.8.1. Overview
11.3.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.3.8.3. Germany Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.3.8.4. Germany Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.3.8.5. Germany Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.3.8.6. Germany Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.3.9. Italy
11.3.9.1. Overview
11.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.3.9.3. Italy Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.3.9.4. Italy Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.3.9.5. Italy Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.3.9.6. Italy Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.3.10. United Kingdom
11.3.10.1. Overview
11.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.3.10.3. United Kingdom Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.3.10.4. United Kingdom Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.3.10.5. United Kingdom Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.3.10.6. United Kingdom Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.3.11. France
11.3.11.1. Overview
11.3.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.3.11.3. France Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.3.11.4. France Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.3.11.5. France Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.3.11.6. France Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.3.12. Russia
11.3.12.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.3.12.2. Russia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.3.12.3. Russia Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.3.12.4. Russia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.3.12.5. Russia Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.3.13. Netherlands
11.3.13.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.3.13.2. Netherlands Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.3.13.3. Netherlands Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.3.13.4. Netherlands Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.3.13.5. Netherlands Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.3.14. Sweden
11.3.14.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.3.14.2. Sweden Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.3.14.3. Sweden Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.3.14.4. Sweden Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.3.14.5. Sweden Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.3.15. Poland
11.3.15.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.3.15.2. Poland Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.3.15.3. Poland Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.3.15.4. Poland Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.3.15.5. Poland Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.3.16. Rest of Europe
11.3.16.1. Overview
11.3.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.3.16.3. Rest of the Europe Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.3.16.4. Rest of the Europe Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.3.16.5. Rest of the Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.3.16.6. Rest of the Europe Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.4. Asia Pacific (APAC)
11.4.1. Overview
11.4.2. Computer Vision in Healthcare Key Manufacturers in Asia Pacific
11.4.3. Asia Pacific Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
11.4.4. Asia Pacific Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.4.5. Asia Pacific Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.4.6. Asia Pacific Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.4.7. Asia Pacific Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.4.8. India
11.4.8.1. Overview
11.4.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.4.8.3. India Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.4.8.4. India Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.4.8.5. India Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.4.8.6. India Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.4.9. China
11.4.9.1. Overview
11.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.4.9.3. China Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.4.9.4. China Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.4.9.5. China Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.4.9.6. China Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.4.10. Japan
11.4.10.1. Overview
11.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.4.10.3. Japan Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.4.10.4. Japan Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.4.10.5. Japan Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.4.10.6. Japan Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.4.11. South Korea
11.4.11.1. Overview
11.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.4.11.3. South Korea Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.4.11.4. South Korea Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.4.11.5. South Korea Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.4.11.6. South Korea Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.4.12. Australia
11.4.12.1. Overview
11.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.4.12.3. Australia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.4.12.4. Australia Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.4.12.5. Australia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.4.12.6. Australia Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.4.13. Thailand
11.4.13.1. Overview
11.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.4.13.3. Thailand Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.4.13.4. Thailand Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.4.13.5. Thailand Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.4.13.6. Thailand Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.4.14. Indonesia
11.4.14.1. Overview
11.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.4.14.3. Indonesia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.4.14.4. Indonesia Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.4.14.5. Indonesia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.4.14.6. Indonesia Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.4.15. Philippines
11.4.15.1. Overview
11.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.4.15.3. Philippines Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.4.15.4. Philippines Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.4.15.5. Philippines Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.4.15.6. Philippines Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.4.16. Rest of APAC
11.4.16.1. Overview
11.4.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.4.16.3. Rest of APAC Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.4.16.4. Rest of APAC Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.4.16.5. Rest of APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.4.16.6. Rest of APAC Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.5. Latin America
11.5.1. Overview
11.5.2. Computer Vision in Healthcare Key Manufacturers in Latin America
11.5.3. Latin America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
11.5.4. Latin America Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.5.5. Latin America Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.5.6. Latin America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.5.7. Latin America Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.5.8. Brazil
11.5.8.1. Overview
11.5.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.5.8.3. Brazil Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.5.8.4. Brazil Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.5.8.5. Brazil Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.5.8.6. Brazil Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.5.9. Mexico
11.5.9.1. Overview
11.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.5.9.3. Mexico Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.5.9.4. Mexico Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.5.9.5. Mexico Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.5.9.6. Mexico Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.5.10. Argentina
11.5.10.1. Overview
11.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.5.10.3. Argentina Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.5.10.4. Argentina Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.5.10.5. Argentina Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.5.10.6. Argentina Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.5.11. Colombia
11.5.11.1. Overview
11.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.5.11.3. Colombia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.5.11.4. Colombia Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.5.11.5. Colombia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.5.11.6. Colombia Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.5.12. Rest of LATAM
11.5.12.1. Overview
11.5.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.5.12.3. Rest of LATAM Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.5.12.4. Rest of LATAM Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.5.12.5. Rest of LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.5.12.6. Rest of LATAM Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.6. Middle East and Africa
11.6.1. Overview
11.6.2. Computer Vision in Healthcare Key Manufacturers in Middle East and Africa
11.6.3. Middle East and Africa Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
11.6.4. Middle East and Africa Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.6.5. Middle East and Africa Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.6.6. Middle East and Africa Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.6.7. Middle East and Africa Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.6.8. Saudi Arabia
11.6.8.1. Overview
11.6.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.6.8.3. Saudi Arabia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.6.8.4. Saudi Arabia Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.6.8.5. Saudi Arabia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.6.8.6. Saudi Arabia Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.6.9. United Arab Emirates
11.6.9.1. Overview
11.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.6.9.3. United Arab Emirates Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.6.9.4. United Arab Emirates Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.6.9.5. United Arab Emirates Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.6.9.6. United Arab Emirates Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.6.10. Israel
11.6.10.1. Overview
11.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.6.10.3. Israel Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.6.10.4. Israel Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.6.10.5. Israel Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.6.10.6. Israel Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.6.11. Turkey
11.6.11.1. Overview
11.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.6.11.3. Turkey Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.6.11.4. Turkey Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.6.11.5. Turkey Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.6.11.6. Turkey Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.6.12. Algeria
11.6.12.1. Overview
11.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.6.12.3. Algeria Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.6.12.4. Algeria Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.6.12.5. Algeria Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.6.12.6. Algeria Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.6.13. Egypt
11.6.13.1. Overview
11.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.6.13.3. Egypt Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.6.13.4. Egypt Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.6.13.5. Egypt Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.6.13.6. Egypt Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
11.6.14. Rest of MEA
11.6.14.1. Overview
11.6.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
11.6.14.3. Rest of MEA Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
11.6.14.4. Rest of MEA Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
11.6.14.5. Rest of MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
11.6.14.6. Rest of MEA Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
12. Key Vendor Analysis- Computer Vision in Healthcare Industry
12.1. Competitive Dashboard
12.2. Company Profiles
12.2.1. AiCure
12.2.2. Microsoft
12.2.3. Google
12.2.4. Arterys, Inc.
12.2.5. NVIDIA
12.2.6. Basler AG
12.2.7. IBM Corporation
12.2.8. Basler AG
12.2.9. Xilinx
12.2.10. ICAD Inc.
12.2.11. Others
13. 360 Degree Analyst View
14. Appendix
14.1. Research Methodology
14.2. References
14.3. Abbreviations
14.4. Disclaimer
14.5. Contact Us
