Computer Vision in Healthcare Market Outlook from 2024 to 2034
The global computer vision in healthcare market is expected to expand from US$ 2.5 billion in 2024 to US$ 56.1 billion by 2034. By 2034, the market is projected to surge at 36.7% CAGR.
Attributes
Key Insights
Estimated Global Computer Vision in Healthcare Market Size (2024E)
US$ 2.5 billion
Projected Computer Vision in Healthcare Market Value (2034F)
US$ 56.1 billion
Value-based CAGR (2024 to 2034)
36.7%
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Global Computer Vision in Healthcare Market Overview
Increasing government initiatives to encourage the use of AI-based technologies, incorporation of big data into healthcare procedures, and use of computer vision in precision medicine are driving computer vision in the healthcare market.
The healthcare sector is expected to change dramatically due to the ongoing development of machine learning (ML) models, particularly in computer vision. A more effective system for diagnosis and treatment is anticipated to emerge from this progression, improving patient care outcomes in the process.
Computer vision systems provide accurate medical diagnoses to reduce false positives and avoid unnecessary surgery and expensive treatments.
Medical providers use computer vision technology to assess fitness and health parameters, enabling patients to make better-informed medical decisions more quickly.
Blood loss during surgeries, especially C-sections, is measured using computer vision in healthcare settings. This capacity is essential for timely action when blood loss reaches critical proportions.
Body fat percentage is also calculated using computer vision by utilizing pictures from regular cameras, demonstrating the technology's adaptability.
The diverse use of technology illustrates how well computer vision supports thorough healthcare assessments and improves medical decision-making procedures.
Historical Computer Vision in Healthcare Market Growth Outlook Vs. 2024 to 2034
The global computer vision in healthcare sales grew at a CAGR of 38.4% from 2019 to 2023. The growth of computer vision in healthcare from 2019 to 2023 can be attributed to a convergence of factors:
Applications for computer vision have been created to help medical practitioners with diagnosis procedures. These programs assist in identifying anomalies and illnesses by automatically analyzing and interpreting medical images.
The adoption of deep learning techniques, particularly convolutional neural networks (CNNs), was a key trend. These sophisticated algorithms have proven to perform better in tasks including object detection, classification, and picture segmentation, which has increased the accuracy of medical image analysis.
Computer vision applications in remote patient monitoring have grown, enabling medical professionals to monitor patients outside conventional hospital settings. The increased focus on telemedicine and virtual healthcare solutions has accelerated this trend.
Wearable technology has integrated computer vision capabilities for health monitoring.
Smartphone computer vision technology has been used for several healthcare applications, such as vital sign monitoring and helping with vision-related diagnosis.
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Key Computer Vision in Healthcare Market Trends
Computer vision analyzes video data to enable remote patient monitoring, allowing medical personnel to evaluate patients' conditions without physically visiting them. It favors expanding telemedicine services, particularly where access to medical resources is scarce.
Computer vision assists in finding new drugs by automating the examination of molecular and cellular structures. It helps scientists comprehend intricate biological relationships and find promising therapeutic possibilities.
Computer vision technologies are being used to improve the patient experience by facilitating better communication between patients & healthcare professionals and offering individualized care. Applications in this field include facial recognition for patient identification and virtual health aids.
Restraining Factors in the Computer Vision in Healthcare Market
Using patient information and sensitive medical photos raises privacy and security issues.
Ensuring adherence to laws like the Health Insurance Portability and Accountability Act is essential, as violation is expected to result in legal ramifications.
Medical imaging data needs to have common formats and protocols, which is set to make it more difficult for various systems and equipment to communicate with one another.
Implementing computer vision systems frequently requires a substantial financial commitment. The expenses include developing or buying complex algorithms, hiring staff, and obtaining cutting-edge imaging equipment.
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Comparative View of Adjacent Markets
A comprehensive analysis of growth and challenges has been tabulated below. Computer vision in the healthcare market is compared with two industries that have the potential to compete rigorously: the vision care market and the vision screener market.
The growth rates and key market trends are mentioned in the table below. Among the mentioned markets, computer vision in healthcare is poised to rise more rapidly during the forecast period.
Computer Vision in Healthcare Market:
Attributes
Computer Vision in Healthcare Industry
CAGR (2024 to 2034)
36.7%
Computer Vision in Healthcare Market Opportunities
As computer vision is used more frequently in healthcare, protecting patient privacy and security is becoming increasingly important. Creating secure algorithms and adherence to data protection laws are essential factors in computer vision in healthcare market.
Key Trends
Computer vision is increasingly being used in wearable technology for health monitoring. Vision-based diagnostics is one of the several healthcare applications that leverage smartphones and other mobile devices with computer vision capabilities.
Vision Care Market:
Attributes
Vision Care Market
CAGR (2024 to 2034)
7.2%
Growth Factor
The eyewear industry is seeing a shift toward sustainability. As consumers demand more environmentally friendly products, manufacturers are concentrating on eco-friendly materials, recycling initiatives, and moral business conduct.
Key Trends
An important development in digital health has been integrating teleophthalmology services with other digital health technologies. This makes it possible to conduct eye exams, consultations, and monitoring remotely, improving access to vision care services.
Vision Screener Market:
Attributes
Vision Screener Market
CAGR (2024 to 2034)
5.9%
Growth Factor
Technology is always evolving, and combining machine learning and artificial intelligence (AI) is improving the capabilities of vision screening equipment. Due to these technologies, screening procedures are now more precise and effective.
Key Trends
The creation of portable and handheld vision screeners is currently in vogue. Because of their portability and ease of use, these tools increase access to vision screening in several locations, such as clinics, schools, and community outreach initiatives.
Country-wise Insights
The table below shows the estimated growth rates of the top five countries. South Korea, the United Kingdom, and Japan are set to record high CAGRs of 37.9%, 37.5%, and 37.2%, respectively, through 2034.
Countries
Projected CAGR (2034)
United States
36.8%
United Kingdom
37.5%
China
36.9%
South Korea
37.9%
Japan
37.2%
The table below explains the computer vision in the healthcare market size of the leading five countries for 2034. Among them, the United States is anticipated to remain at the forefront by reaching a valuation of US$ 9.9 billion. Japan is expected to reach around US$ 5.6 billion by 2034, less than China's US$ 8.2 billion.
Countries
Market Value (2034)
United States
US$ 9.9 billion
United Kingdom
US$ 2.2 billion
China
US$ 8.2 billion
South Korea
US$ 3.7 billion
Japan
US$ 5.6 billion
Growth for Companies of Computer Vision in Healthcare in the United States
The United States computer vision in the healthcare industry is poised to exhibit a CAGR of 36.8% during the assessment period. In 2034, the United States market is expected to reach US$ 9.9 billion. The key factors supporting the market growth are:
Computer vision technologies are widely used in diagnostic and imaging medicine in the United States.
Data privacy and security are critical issues in the United States due to the sensitivity of healthcare data, especially medical imaging.
The regulatory landscape, including FDA regulation, is a key factor in determining how computer vision technologies are adopted in the healthcare industry of the United States.
Growing Start-ups and Innovation Propelling Demand in China
China is anticipated to rise at a steady CAGR of 36.9% during the forecast period. This is attributable to a combination of factors, including:
In China, computer vision is used in surgical operations to give surgeons real-time guidance. Computer vision technologies are increasingly used to guide robotic-assisted operations, improving surgical outcomes.
A strong ecosystem of start-ups and leading manufacturers in China focuses on developing and using computer vision solutions in healthcare. These organizations stimulate innovation by introducing novel applications and technologies to the market.
Technological Innovations in Japan Paving the Road for Success
Japan's computer vision in the healthcare market is expected to reach a valuation of around US$ 5.6 billion by 2034. Top factors supporting the market expansion in the country include:
Advances in computer vision for healthcare are being fostered in Japan through collaboration between academic centers, research institutes, and healthcare providers.
Rapid Growth of Computer Vision in Healthcare in the United Kingdom
The demand for computer vision in healthcare is increasing in the United Kingdom, with a projected CAGR of 37.5% through 2034. Emerging patterns in the United Kingdom’s market are as follows:
Seamless integration into computer vision systems and healthcare workflow guarantees the accessibility and usefulness of the insights produced by computer vision technology.
The COVID-19 epidemic has contributed to a notable increase in telemedicine and remote patient monitoring in the United Kingdom.
Computer vision technologies enable visual data analysis for remote patient monitoring, contributing to remote healthcare.
Rising Presence of Local and Foreign Manufacturers to Surge Sales in South Korea
The computer vision in healthcare market is projected to increase in South Korea at a CAGR of 37.9% through 2034. The factors driving the market growth are as follows:
The healthcare industry in South Korea is competitive, with both local and foreign companies providing computer vision solutions.
Innovation and the creation of cutting-edge technology suited to the demands of the market are fueled by this competition.
Category-wise Insights
The section below shows the hardware segment dominated by components. It is predicted to surge at a CAGR of 36.5% by 2034. Based on product type, the smart camera-based computer vision systems segment is anticipated to generate a dominant share through 2024. It is set to rise at 36.4% CAGR by 2034.
Segment
Projected CAGR (2034)
Hardware (Component)
36.5%
Smart Camera-based Computer Vision Systems (Product Type)
36.4%
Hardware Segment Tops the Component Category
Based on components, demand for hardware is expected to remain high during the valuation period.
Advanced imaging devices and sensors are the essential hardware components in the healthcare computer vision sector.
Hardware technology is always improving, which leads to better image quality and diagnostic capabilities.
Medical imaging devices such as CT scans, MRIs, and X-rays are crucial to the healthcare industry. Hardware components play a key role in these systems' ability to take and process images, which is necessary for diagnosis and treatment planning.
Wearable technology with computer vision capabilities is gaining traction in the healthcare sector, allowing for patient health monitoring.
Adoption of Smart Camera-based Computer Vision Systems to Surge Through 2034
Based on product type, smart camera-based computer vision systems are expected to surge at 36.4% CAGR by 2034.
The open-embedded processing technology in smart camera-based computer vision systems eliminates the need for external devices such as frame-capture cards or external computers.
Smart camera-based computer vision system’s growth is ascribed to its affordability, small size, and straightforward computer vision system integration using smart cameras.
Competitive Landscape
Leading companies have increased their market share primarily through product launches and developments, which are followed by expansions, mergers & acquisitions, contracts, agreements, partnerships, and collaborations. Key companies are employing several strategies to improve market penetration and strengthen their position in the cutthroat sector.
For instance:
In May 2023, Landing AI unveiled its LandingLens platform's validation-ready iteration.
In 2023, NVIDIA announced the launch of the Next-Generation GH200 Grace Hopper Superchip Platform for the accelerated generative AI era and computing.
In 2023, Google unveiled Projectd IDX, an AI-based browser.
Key Companies Profiled
NVIDIA Corporation
Microsoft
Intel Corporation
IBM Corporation
Google LLC
Basler AG
Arterys Inc.
AiCure
iCAD, Inc.
SenseTime
Computer Vision in Healthcare Market Segmentation by Category
By Component:
Hardware
Software
Services
By Product Type:
Smart Camera-based Computer Vision Systems
PC-based Computer Vision Systems
By Application:
Medical Imaging & Diagnostics
Surgeries
Patient Management & Research
Others
By End-user:
Healthcare Providers
Diagnostic Centers
Academic Research Institutes
Others
By Region:
North America
Latin America
Europe
East Asia
South Asia
Oceania
Middle East and Africa
Frequently Asked Questions
How big is computer vision in the healthcare market?
The market is set to reach US$ 2.5 billion in 2024.
What is the forecast for computer vision in the healthcare market?
Demand for computer vision in healthcare is slated to expand at a 36.7% CAGR by 2034.
What is the outlook for computer vision in the healthcare market?
The market is expected to reach US$ 56.1 billion in 2034.
Who are the key players in computer vision in the healthcare market?
NVIDIA Corporation, Microsoft, and Intel Corporation are the key players.
Which component would lead to computer vision in the healthcare market?
Hardware is estimated to hold a significant market share in 2024.
Table of Content
1. Executive Summary
1.1. Global Market Outlook
1.2. Demand-side Trends
1.3. Supply-side Trends
1.4. Technology Roadmap Analysis
1.5. Analysis and Recommendations
2. Market Overview
2.1. Market Coverage / Taxonomy
2.2. Market Definition / Scope / Limitations
3. Market Background
3.1. Market Dynamics
3.1.1. Drivers
3.1.2. Restraints
3.1.3. Opportunity
3.1.4. Trends
3.2. Scenario Forecast
3.2.1. Demand in Optimistic Scenario
3.2.2. Demand in Likely Scenario
3.2.3. Demand in Conservative Scenario
3.3. Opportunity Map Analysis
3.4. Investment Feasibility Matrix
3.5. PESTLE and Porter’s Analysis
3.6. Regulatory Landscape
3.6.1. By Key Regions
3.6.2. By Key Countries
3.7. Regional Parent Market Outlook
4. Global Market Analysis 2019 to 2023 and Forecast, 2024 to 2034
4.1. Historical Market Size Value (US$ billion) Analysis, 2019 to 2023
4.2. Current and Future Market Size Value (US$ billion) Projections, 2024 to 2034
4.2.1. Y-o-Y Growth Trend Analysis
4.2.2. Absolute $ Opportunity Analysis
5. Global Market Analysis 2019 to 2023 and Forecast 2024 to 2034, By Component
5.1. Introduction / Key Findings
5.2. Historical Market Size Value (US$ billion) Analysis By Component, 2019 to 2023
5.3. Current and Future Market Size Value (US$ billion) Analysis and Forecast By Component, 2024 to 2034
5.3.1. Hardware
5.3.2. Software
5.3.3. Services
5.4. Y-o-Y Growth Trend Analysis By Component, 2019 to 2023
5.5. Absolute $ Opportunity Analysis By Component, 2024 to 2034
6. Global Market Analysis 2019 to 2023 and Forecast 2024 to 2034, By Product Type
6.1. Introduction / Key Findings
6.2. Historical Market Size Value (US$ billion) Analysis By Product Type, 2019 to 2023
6.3. Current and Future Market Size Value (US$ billion) Analysis and Forecast By Product Type, 2024 to 2034
6.3.1. Smart Camera-based Computer Vision Systems
6.3.2. PC-based Computer Vision Systems
6.4. Y-o-Y Growth Trend Analysis By Product Type, 2019 to 2023
6.5. Absolute $ Opportunity Analysis By Product Type, 2024 to 2034
7. Global Market Analysis 2019 to 2023 and Forecast 2024 to 2034, By Application
7.1. Introduction / Key Findings
7.2. Historical Market Size Value (US$ billion) Analysis By Application, 2019 to 2023
7.3. Current and Future Market Size Value (US$ billion) Analysis and Forecast By Application, 2024 to 2034
7.3.1. Medical Imaging and Diagnostics
7.3.2. Surgeries
7.3.3. Patient Management and Research
7.3.4. Others
7.4. Y-o-Y Growth Trend Analysis By Application, 2019 to 2023
7.5. Absolute $ Opportunity Analysis By Application, 2024 to 2034
8. Global Market Analysis 2019 to 2023 and Forecast 2024 to 2034 By End-user
8.1. Introduction / Key Findings
8.2. Historical Market Size Value (US$ billion) Analysis By End-user, 2019 to 2023
8.3. Current and Future Market Size Value (US$ billion) Analysis and Forecast By End-user, 2024 to 2034
8.3.1. Healthcare Providers
8.3.2. Diagnostic Centers
8.3.3. Academic Research Institutes
8.3.4. Others
8.4. Y-o-Y Growth Trend Analysis By End-user, 2019 to 2023
8.5. Absolute $ Opportunity Analysis By End-user, 2024 to 2034
9. Global Market Analysis 2019 to 2023 and Forecast 2024 to 2034, By Region
9.1. Introduction
9.2. Historical Market Size Value (US$ billion) Analysis By Region, 2019 to 2023
9.3. Current Market Size Value (US$ billion) Analysis and Forecast By Region, 2024 to 2034
9.3.1. North America
9.3.2. Latin America
9.3.3. Western Europe
9.3.4. Eastern Europe
9.3.5. South Asia and Pacific
9.3.6. East Asia
9.3.7. Middle East and Africa
9.4. Market Attractiveness Analysis By Region
10. North America Market Analysis 2019 to 2023 and Forecast 2024 to 2034, By Country
10.1. Historical Market Size Value (US$ billion) Trend Analysis By Market Taxonomy, 2019 to 2023
10.2. Market Size Value (US$ billion) Forecast By Market Taxonomy, 2024 to 2034
10.2.1. By Country
10.2.1.1. United States
10.2.1.2. Canada
10.2.2. By Component
10.2.3. By Product Type
10.2.4. By Application
10.2.5. By End-user
10.3. Market Attractiveness Analysis
10.3.1. By Country
10.3.2. By Component
10.3.3. By Product Type
10.3.4. By Application
10.3.5. By End-user
10.4. Key Takeaways
11. Latin America Market Analysis 2019 to 2023 and Forecast 2024 to 2034, By Country
11.1. Historical Market Size Value (US$ billion) Trend Analysis By Market Taxonomy, 2019 to 2023
11.2. Market Size Value (US$ billion) Forecast By Market Taxonomy, 2024 to 2034
11.2.1. By Country
11.2.1.1. Brazil
11.2.1.2. Mexico
11.2.1.3. Rest of Latin America
11.2.2. By Component
11.2.3. By Product Type
11.2.4. By Application
11.2.5. By End-user
11.3. Market Attractiveness Analysis
11.3.1. By Country
11.3.2. By Component
11.3.3. By Product Type
11.3.4. By Application
11.3.5. By End-user
11.4. Key Takeaways
12. Western Europe Market Analysis 2019 to 2023 and Forecast 2024 to 2034, By Country
12.1. Historical Market Size Value (US$ billion) Trend Analysis By Market Taxonomy, 2019 to 2023
12.2. Market Size Value (US$ billion) Forecast By Market Taxonomy, 2024 to 2034
12.2.1. By Country
12.2.1.1. Germany
12.2.1.2. United Kingdom
12.2.1.3. France
12.2.1.4. Spain
12.2.1.5. Italy
12.2.1.6. Rest of Western Europe
12.2.2. By Component
12.2.3. By Product Type
12.2.4. By Application
12.2.5. By End-user
12.3. Market Attractiveness Analysis
12.3.1. By Country
12.3.2. By Component
12.3.3. By Product Type
12.3.4. By Application
12.3.5. By End-user
12.4. Key Takeaways
13. Eastern Europe Market Analysis 2019 to 2023 and Forecast 2024 to 2034, By Country
13.1. Historical Market Size Value (US$ billion) Trend Analysis By Market Taxonomy, 2019 to 2023
13.2. Market Size Value (US$ billion) Forecast By Market Taxonomy, 2024 to 2034
13.2.1. By Country
13.2.1.1. Poland
13.2.1.2. Russia
13.2.1.3. Czech Republic
13.2.1.4. Romania
13.2.1.5. Rest of Eastern Europe
13.2.2. By Component
13.2.3. By Product Type
13.2.4. By Application
13.2.5. By End-user
13.3. Market Attractiveness Analysis
13.3.1. By Country
13.3.2. By Component
13.3.3. By Product Type
13.3.4. By Application
13.3.5. By End-user
13.4. Key Takeaways
14. South Asia and Pacific Market Analysis 2019 to 2023 and Forecast 2024 to 2034, By Country
14.1. Historical Market Size Value (US$ billion) Trend Analysis By Market Taxonomy, 2019 to 2023
14.2. Market Size Value (US$ billion) Forecast By Market Taxonomy, 2024 to 2034
14.2.1. By Country
14.2.1.1. India
14.2.1.2. Bangladesh
14.2.1.3. Australia
14.2.1.4. New Zealand
14.2.1.5. Rest of South Asia and Pacific
14.2.2. By Component
14.2.3. By Product Type
14.2.4. By Application
14.2.5. By End-user
14.3. Market Attractiveness Analysis
14.3.1. By Country
14.3.2. By Component
14.3.3. By Product Type
14.3.4. By Application
14.3.5. By End-user
14.4. Key Takeaways
15. East Asia Market Analysis 2019 to 2023 and Forecast 2024 to 2034, By Country
15.1. Historical Market Size Value (US$ billion) Trend Analysis By Market Taxonomy, 2019 to 2023
15.2. Market Size Value (US$ billion) Forecast By Market Taxonomy, 2024 to 2034
15.2.1. By Country
15.2.1.1. China
15.2.1.2. Japan
15.2.1.3. South Korea
15.2.2. By Component
15.2.3. By Product Type
15.2.4. By Application
15.2.5. By End-user
15.3. Market Attractiveness Analysis
15.3.1. By Country
15.3.2. By Component
15.3.3. By Product Type
15.3.4. By Application
15.3.5. By End-user
15.4. Key Takeaways
16. Middle East and Africa Market Analysis 2019 to 2023 and Forecast 2024 to 2034, By Country
16.1. Historical Market Size Value (US$ billion) Trend Analysis By Market Taxonomy, 2019 to 2023
16.2. Market Size Value (US$ billion) Forecast By Market Taxonomy, 2024 to 2034
16.2.1. By Country
16.2.1.1. GCC Countries
16.2.1.2. South Africa
16.2.1.3. Israel
16.2.1.4. Rest of Middle East and Africa
16.2.2. By Component
16.2.3. By Product Type
16.2.4. By Application
16.2.5. By End-user
16.3. Market Attractiveness Analysis
16.3.1. By Country
16.3.2. By Component
16.3.3. By Product Type
16.3.4. By Application
16.3.5. By End-user
16.4. Key Takeaways
17. Key Countries Market Analysis
17.1. United States
17.1.1. Pricing Analysis
17.1.2. Market Share Analysis, 2023
17.1.2.1. By Component
17.1.2.2. By Product Type
17.1.2.3. By Application
17.1.2.4. By End-user
17.2. Canada
17.2.1. Pricing Analysis
17.2.2. Market Share Analysis, 2023
17.2.2.1. By Component
17.2.2.2. By Product Type
17.2.2.3. By Application
17.2.2.4. By End-user
17.3. Brazil
17.3.1. Pricing Analysis
17.3.2. Market Share Analysis, 2023
17.3.2.1. By Component
17.3.2.2. By Product Type
17.3.2.3. By Application
17.3.2.4. By End-user
17.4. Mexico
17.4.1. Pricing Analysis
17.4.2. Market Share Analysis, 2023
17.4.2.1. By Component
17.4.2.2. By Product Type
17.4.2.3. By Application
17.4.2.4. By End-user
17.5. Germany
17.5.1. Pricing Analysis
17.5.2. Market Share Analysis, 2023
17.5.2.1. By Component
17.5.2.2. By Product Type
17.5.2.3. By Application
17.5.2.4. By End-user
17.6. United Kingdom
17.6.1. Pricing Analysis
17.6.2. Market Share Analysis, 2023
17.6.2.1. By Component
17.6.2.2. By Product Type
17.6.2.3. By Application
17.6.2.4. By End-user
17.7. France
17.7.1. Pricing Analysis
17.7.2. Market Share Analysis, 2023
17.7.2.1. By Component
17.7.2.2. By Product Type
17.7.2.3. By Application
17.7.2.4. By End-user
17.8. Spain
17.8.1. Pricing Analysis
17.8.2. Market Share Analysis, 2023
17.8.2.1. By Component
17.8.2.2. By Product Type
17.8.2.3. By Application
17.8.2.4. By End-user
17.9. Italy
17.9.1. Pricing Analysis
17.9.2. Market Share Analysis, 2023
17.9.2.1. By Component
17.9.2.2. By Product Type
17.9.2.3. By Application
17.9.2.4. By End-user
17.10. Poland
17.10.1. Pricing Analysis
17.10.2. Market Share Analysis, 2023
17.10.2.1. By Component
17.10.2.2. By Product Type
17.10.2.3. By Application
17.10.2.4. By End-user
17.11. Russia
17.11.1. Pricing Analysis
17.11.2. Market Share Analysis, 2023
17.11.2.1. By Component
17.11.2.2. By Product Type
17.11.2.3. By Application
17.11.2.4. By End-user
17.12. Czech Republic
17.12.1. Pricing Analysis
17.12.2. Market Share Analysis, 2023
17.12.2.1. By Component
17.12.2.2. By Product Type
17.12.2.3. By Application
17.12.2.4. By End-user
17.13. Romania
17.13.1. Pricing Analysis
17.13.2. Market Share Analysis, 2023
17.13.2.1. By Component
17.13.2.2. By Product Type
17.13.2.3. By Application
17.13.2.4. By End-user
17.14. India
17.14.1. Pricing Analysis
17.14.2. Market Share Analysis, 2023
17.14.2.1. By Component
17.14.2.2. By Product Type
17.14.2.3. By Application
17.14.2.4. By End-user
17.15. Bangladesh
17.15.1. Pricing Analysis
17.15.2. Market Share Analysis, 2023
17.15.2.1. By Component
17.15.2.2. By Product Type
17.15.2.3. By Application
17.15.2.4. By End-user
17.16. Australia
17.16.1. Pricing Analysis
17.16.2. Market Share Analysis, 2023
17.16.2.1. By Component
17.16.2.2. By Product Type
17.16.2.3. By Application
17.16.2.4. By End-user
17.17. New Zealand
17.17.1. Pricing Analysis
17.17.2. Market Share Analysis, 2023
17.17.2.1. By Component
17.17.2.2. By Product Type
17.17.2.3. By Application
17.17.2.4. By End-user
17.18. China
17.18.1. Pricing Analysis
17.18.2. Market Share Analysis, 2023
17.18.2.1. By Component
17.18.2.2. By Product Type
17.18.2.3. By Application
17.18.2.4. By End-user
17.19. Japan
17.19.1. Pricing Analysis
17.19.2. Market Share Analysis, 2023
17.19.2.1. By Component
17.19.2.2. By Product Type
17.19.2.3. By Application
17.19.2.4. By End-user
17.20. South Korea
17.20.1. Pricing Analysis
17.20.2. Market Share Analysis, 2023
17.20.2.1. By Component
17.20.2.2. By Product Type
17.20.2.3. By Application
17.20.2.4. By End-user
17.21. GCC Countries
17.21.1. Pricing Analysis
17.21.2. Market Share Analysis, 2023
17.21.2.1. By Component
17.21.2.2. By Product Type
17.21.2.3. By Application
17.21.2.4. By End-user
17.22. South Africa
17.22.1. Pricing Analysis
17.22.2. Market Share Analysis, 2023
17.22.2.1. By Component
17.22.2.2. By Product Type
17.22.2.3. By Application
17.22.2.4. By End-user
17.23. Israel
17.23.1. Pricing Analysis
17.23.2. Market Share Analysis, 2023
17.23.2.1. By Component
17.23.2.2. By Product Type
17.23.2.3. By Application
17.23.2.4. By End-user
18. Market Structure Analysis
18.1. Competition Dashboard
18.2. Competition Benchmarking
18.3. Market Share Analysis of Top Players
18.3.1. By Regional
18.3.2. By Component
18.3.3. By Product Type
18.3.4. By Application
18.3.5. By End-user
19. Competition Analysis
19.1. Competition Deep Dive
19.1.1. NVIDIA Corporation
19.1.1.1. Overview
19.1.1.2. Product Portfolio
19.1.1.3. Profitability by Market Segments
19.1.1.4. Sales Footprint
19.1.1.5. Strategy Overview
19.1.1.5.1. Marketing Strategy
19.1.2. Microsoft
19.1.2.1. Overview
19.1.2.2. Product Portfolio
19.1.2.3. Profitability by Market Segments
19.1.2.4. Sales Footprint
19.1.2.5. Strategy Overview
19.1.2.5.1. Marketing Strategy
19.1.3. Intel Corporation
19.1.3.1. Overview
19.1.3.2. Product Portfolio
19.1.3.3. Profitability by Market Segments
19.1.3.4. Sales Footprint
19.1.3.5. Strategy Overview
19.1.3.5.1. Marketing Strategy
19.1.4. IBM Corporation
19.1.4.1. Overview
19.1.4.2. Product Portfolio
19.1.4.3. Profitability by Market Segments
19.1.4.4. Sales Footprint
19.1.4.5. Strategy Overview
19.1.4.5.1. Marketing Strategy
19.1.5. Google LLC
19.1.5.1. Overview
19.1.5.2. Product Portfolio
19.1.5.3. Profitability by Market Segments
19.1.5.4. Sales Footprint
19.1.5.5. Strategy Overview
19.1.5.5.1. Marketing Strategy
19.1.6. Basler AG
19.1.6.1. Overview
19.1.6.2. Product Portfolio
19.1.6.3. Profitability by Market Segments
19.1.6.4. Sales Footprint
19.1.6.5. Strategy Overview
19.1.6.5.1. Marketing Strategy
19.1.7. Arterys Inc.
19.1.7.1. Overview
19.1.7.2. Product Portfolio
19.1.7.3. Profitability by Market Segments
19.1.7.4. Sales Footprint
19.1.7.5. Strategy Overview
19.1.7.5.1. Marketing Strategy
19.1.8. AiCure
19.1.8.1. Overview
19.1.8.2. Product Portfolio
19.1.8.3. Profitability by Market Segments
19.1.8.4. Sales Footprint
19.1.8.5. Strategy Overview
19.1.8.5.1. Marketing Strategy
19.1.9. iCAD, Inc.
19.1.9.1. Overview
19.1.9.2. Product Portfolio
19.1.9.3. Profitability by Market Segments
19.1.9.4. Sales Footprint
19.1.9.5. Strategy Overview
19.1.9.5.1. Marketing Strategy
19.1.10. SenseTime
19.1.10.1. Overview
19.1.10.2. Product Portfolio
19.1.10.3. Profitability by Market Segments
19.1.10.4. Sales Footprint
19.1.10.5. Strategy Overview
19.1.10.5.1. Marketing Strategy
20. Assumptions & Acronyms Used21. Research Methodology
