Get more Information on Computer Vision in Healthcare Market - Request Sample Report
The Computer Vision in Healthcare Market Size was valued at USD 1.4 billion in 2023 and is expected to reach USD 49.0 billion by 2032 and grow at a CAGR of 47.8% over the forecast period 2024-2032.
The Global Computer Vision in Healthcare Market Sees Rapid Growth, Fueled by Technological Advancements
The global Computer Vision in Healthcare Market is experiencing rapid growth, driven by advancements in medical imaging, research, surgical assistance, and early disease detection technologies. Leveraging AI and machine learning, computer vision (CV) enhances diagnostic accuracy and efficiency, particularly in areas like tumor detection, cancer detection, and early disease recognition. Integrating CV with healthcare systems has significantly improved patient outcomes by enabling more precise diagnostics and treatment plans. In 2022, approximately 20 million new cancer cases were recorded globally, with 9.7 million deaths attributed to the disease. The most prevalent cancers included lung, breast, colorectal, prostate, stomach, liver, and cervical cancers. By 2040, the annual incidence of new cancer cases is projected to rise to 29.9 million.
CV algorithms enhance healthcare by improving diagnostic accuracy, with the potential to boost image diagnostics by up to 95%. These algorithms help detect tumors, fractures, and other anomalies in medical images. CV also enhances procedural efficiency by enabling faster diagnoses, such as radiologists using AI-powered solutions to speed up CT scan readings. It aids blood loss monitoring post-surgery by analyzing surgical materials, reducing the need for transfusions. Additionally, CV assists in fall detection, promptly alerting medical teams, and ensures safety by detecting smoke and fire hazards. In surgery, CV supports surgeons in preparing for operations, tracking instruments, and training staff, contributing to better outcomes and operational efficiency. For instance, a study by the National Library of Medicine (2020) found that AI systems could interpret CT scans with an accuracy rate of 90% to 95%, comparable to or exceeding that of human radiologists.
Rising Demand for Computer Vision Solutions in Healthcare
The demand for AI-powered computer vision solutions in healthcare is driven by their widespread use in medical imaging, a critical tool in diagnosing diseases such as cancer. AI-driven imaging analysis systems can detect tumors in early stages, significantly improving the chances of successful treatment. This has spurred demand among healthcare providers, particularly in oncology and radiology departments. Additionally, its applications in surgical assistance, where AI-driven systems guide surgeons during complex procedures, are fueling adoption. On the supply side, companies are increasingly focusing on AI-powered healthcare tools, driven by favorable government initiatives and regulatory support.
Government Regulations Supporting AI Integration in Healthcare
Government regulations are playing a key role in shaping the Computer Vision in Healthcare Market. Several countries have introduced policies to encourage AI usage in healthcare. In the U.S., the FDA has approved an increasing number of AI-driven medical devices, while Europe’s European Medicines Agency (EMA) has streamlined regulatory pathways for AI-based diagnostics and imaging tools. As of 2023, the FDA has cleared over 90 AI/ML-based medical devices, underscoring regulatory support. Meanwhile, the EU’s Medical Device Regulation (MDR) also promotes AI technology adoption in healthcare.
Market Dynamics
Drivers:
Rising Demand for AI-Powered Computer Vision Systems Enhancing Healthcare Efficiency and Accuracy
The healthcare sector is witnessing increased demand for AI-driven computer vision systems, driven by their transformative potential across various domains. The adoption of AI-powered CV solutions has surged due to their ability to offer improved patient care, faster and more accurate diagnostic image analysis, better medication adherence, and cost savings. AI-driven CV systems are highly appealing to stakeholders within the industry.
The integration of computer vision technology streamlines decision-making, minimizes human error, and enhances healthcare services' efficiency and effectiveness. Academic institutions and healthcare providers are increasingly adopting AI-based CV solutions. For example, in April 2024, CAD partnered with RAD-AID to advance breast cancer detection using AI in underserved regions. Additionally, in November 2023, ICAD’s AI technologies, in collaboration with GE Healthcare, facilitated faster breast cancer detection. These partnerships highlight computer vision’s expanding role in healthcare and are expected to drive market growth shortly.
Restraints:
High Initial Costs
Data Security and Privacy Concerns
Integration with Existing Systems
Dependence on Internet Connectivity
Key Segmentation
By Component:
In 2023, the hardware segment dominated the market, representing over 45.0% of global revenue. Key hardware components, including advanced imaging devices and sensors, are essential for the healthcare computer vision sector. Innovations in hardware technology continue to improve image quality and diagnostic accuracy. Medical imaging systems like MRI, CT scans, and X-rays rely on these components for capturing and processing critical diagnostic images. Additionally, wearable devices with CV capabilities are being increasingly used for patient monitoring, which depend on specialized hardware for visual data interpretation.
The software segment is expected to experience significant growth in the coming years. Software solutions integrated with AI are crucial to healthcare digitalization, addressing challenges like staff shortages and the rising volume of imaging scans. AI-enhanced software improves operational efficiency, providing healthcare providers with a competitive edge and driving strong market growth.
By Product Type:
In 2023, PC-based computer vision systems accounted for over 50.0% of revenue. These systems are primarily designed for image processing but require peripheral devices like data transfer and storage. Their affordability, upgradability, and ease of replacement drive market share. For instance, in August 2020, Omron Corporation launched the FJ2 PC-based camera system, offering advanced resolutions for color and monochrome visions.
The smart camera-based computer vision systems segment is projected to see significant demand growth. Built with embedded processing technology, these systems eliminate the need for external components, offering cost-effectiveness, compact design, and simplified integration.
By Application:
In 2023, the medical imaging and diagnostics segment led the market, contributing over 50.0% of global revenue. Integrating computer vision with AI has greatly improved medical imaging, enabling exceptional accuracy in image analysis and assisting healthcare professionals in detecting conditions more effectively. This has driven growth in this segment.
The surgeries segment is expected to grow significantly as complex surgical procedures increasingly rely on CV technologies for precise navigation and visualization. In particular, robot-assisted surgery is benefiting from CV’s ability to enhance the precision of minimally invasive procedures.
By End-User:
In 2023, healthcare providers accounted for over 55.0% of market revenue. Hospitals and clinics are increasingly adopting computer vision technologies to integrate with their healthcare systems, improving diagnostic accuracy, patient care, and workflow efficiency. Computer vision aids early detection, personalized treatment, and continuous patient monitoring, leading to better outcomes.
The diagnostic centers segment is projected to grow as these centers rely heavily on imaging technologies. Integrating computer vision enhances image interpretation accuracy and efficiency, improving disease detection and contributing to early diagnoses.
Regional Analysis
In 2023, North America led the market, accounting for over 35.0% of global revenue. The region’s robust healthcare, IT, and telecommunications infrastructure supports digital technology adoption, including AI in healthcare. Favorable government policies, chronic disease prevalence, and healthcare data management regulations are key factors driving CV demand in healthcare across North America.
The Asia Pacific region is expected to record the fastest CAGR during the forecast period, driven by heavy investments in healthcare infrastructure and a rising prevalence of chronic diseases. The region offers growth opportunities for CV integration in diagnostics, treatment, and patient management.
Need any customization research on Computer Vision in Healthcare Market - Enquiry Now
Key Players
Major players in the market include Arterys, iCAD Inc., Basler AG, AiCure, Google, IBM, Intel Corporation, Microsoft, NVIDIA Corporation, Xilinx Inc., and others.
Recent Developments
In Aug 2024, Caregility Corporation introduced edge-based computer vision AI for healthcare, eliminating the need for costly cloud processing.
In Nov 2023, Philips launched its cloud-based AI platform, HealthSuite, featuring advanced computer vision algorithms.
In March 2022, NVIDIA unveiled its upgraded Clara Imaging platform with enhanced cloud-based CV capabilities, aimed at accelerating diagnostics.
| Report Attributes | Details |
|---|---|
| Market Size in 2023 | US$ 1.4 Billion |
| Market Size by 2032 | US$ 49.0 Billion |
| CAGR | CAGR of 47.8% From 2024 to 2032 |
| Base Year | 2023 |
| Forecast Period | 2024-2032 |
| Historical Data | 2020-2022 |
| Report Scope & Coverage | Market Size, Segments Analysis, Competitive Landscape, Regional Analysis, DROC & SWOT Analysis, Forecast Outlook |
| Key Segments | • By Component (Hardware, Software, Services)
• By Product Type (Smart Cameras-based Computer Vision Systems, PC-based Computer Vision Systems) • By Application (Medical Imaging & Diagnostics, Surgeries, Patient Management & Research, Others) • By End-users (Healthcare Providers, Diagnostic Centers, Academic Research Institutes, and Others) |
| Regional Analysis/Coverage | North America (US, Canada, Mexico), Europe (Eastern Europe [Poland, Romania, Hungary, Turkey, Rest of Eastern Europe] Western Europe [Germany, France, UK, Italy, Spain, Netherlands, Switzerland, Austria, Rest of Western Europe]), Asia Pacific (China, India, Japan, South Korea, Vietnam, Singapore, Australia, Rest of Asia Pacific), Middle East & Africa (Middle East [UAE, Egypt, Saudi Arabia, Qatar, Rest of Middle East], Africa [Nigeria, South Africa, Rest of Africa], Latin America (Brazil, Argentina, Colombia, Rest of Latin America) |
| Company Profiles | Arterys, iCAD Inc., Basler AG, AiCure, Google, IBM, Intel Corporation, Microsoft, NVIDIA Corporation, Xilinx Inc. |
| DRIVERS | • Rising Demand for AI-Powered Computer Vision Systems Enhancing Healthcare Efficiency and Accuracy |
| RESTRAINTS |
• High Initial Costs • Data Security and Privacy Concerns • Integration with Existing Systems • Dependence on Internet Connectivity |
Computer Vision in Healthcare Market Size was valued at USD 1.4 billion in 2023, and expected to reach USD 49.0 billion by 2032.
Large Data in Healthcare, and the application of computer vision to precision medicine are the key drivers of the Computer Vision in Healthcare market.
Drivers, Restraints, Opportunities, and Challenges are the factors of marketing dynamics Computer Vision in Healthcare market.
Hardware, Software, and Services are the sub segments of component of Computer Vision in Healthcare market.
Yes, the market's value chain will also be improved in the coming years because to the development in the supply chain.
1. Introduction
1.1 Market Definition
1.2 Scope (Inclusion and Exclusions)
1.3 Research Assumptions
2. Executive Summary
2.1 Market Overview
2.2 Regional Synopsis
2.3 Competitive Summary
3. Research Methodology
3.1 Top-Down Approach
3.2 Bottom-up Approach
3.3. Data Validation
3.4 Primary Interviews
4. Market Dynamics Impact Analysis
4.1 Market Driving Factors Analysis
4.1.1 Drivers
4.1.2 Restraints
4.1.3 Opportunities
4.1.4 Challenges
4.2 PESTLE Analysis
4.3 Porter’s Five Forces Model
5. Statistical Insights and Trends Reporting
5.1 Adoption Rates, 2023
5.2 User Demographics, By User Type and Roles, 2023
5.3 Feature Analysis, by Feature Type
5.4 Cost Analysis, by Software
5.5 Integration Capabilities
5.6 Regulatory Compliance, by Region
6. Competitive Landscape
6.1 List of Major Companies, By Region
6.2 Market Share Analysis, By Region
6.3 Product Benchmarking
6.3.1 Product specifications and features
6.3.2 Pricing
6.4 Strategic Initiatives
6.4.1 Marketing and promotional activities
6.4.2 Distribution and Supply Chain Strategies
6.4.3 Expansion plans and new product launches
6.4.4 Strategic partnerships and collaborations
6.5 Technological Advancements
6.6 Market Positioning and Branding
7. Computer Vision in Healthcare Market Segmentation, by Component
7.1 Chapter Overview
7.2 Hardware
7.2.1 Hardware Market Trends Analysis (2020-2032)
7.2.2 Hardware Market Size Estimates and Forecasts to 2032 (USD Million)
7.3 Software
7.3.1 Software Market Trends Analysis (2020-2032)
7.3.2 Software Market Size Estimates and Forecasts to 2032 (USD Million)
7.4 Services
7.4.1 Services Market Trends Analysis (2020-2032)
7.4.2 Services Market Size Estimates and Forecasts to 2032 (USD Million)
8. Computer Vision in Healthcare Market Segmentation, by Product Type
8.1 Chapter Overview
8.2 Smart Cameras-based Computer Vision Systems
8.2.1 Smart Cameras-based Computer Vision Systems Market Trends Analysis (2020-2032)
8.2.2 Smart Cameras-based Computer Vision Systems Market Size Estimates and Forecasts to 2032 (USD Million)
8.3 PC-based Computer Vision Systems
8.3.1 PC-based Computer Vision Systems Market Trends Analysis (2020-2032)
8.3.2 PC-based Computer Vision Systems Market Size Estimates and Forecasts to 2032 (USD Million)
9. Computer Vision in Healthcare Market Segmentation, by Application
9.1 Chapter Overview
9.2 Medical Imaging & Diagnostics
9.2.1 Medical Imaging & Diagnostics Market Trends Analysis (2020-2032)
9.2.2 Medical Imaging & Diagnostics Market Size Estimates and Forecasts to 2032 (USD Million)
9.3 Surgeries
9.3.1 Surgeries Market Trends Analysis (2020-2032)
9.3.2 Surgeries Market Size Estimates and Forecasts to 2032 (USD Million)
9.4 Patient Management & Research
9.4.1 Patient Management & Research Market Trends Analysis (2020-2032)
9.4.2 Patient Management & Research Market Size Estimates and Forecasts to 2032 (USD Million)
9.5 Others
9.5.1 Others Market Trends Analysis (2020-2032)
9.5.2 Others Market Size Estimates and Forecasts to 2032 (USD Million)
10. Computer Vision in Healthcare Market Segmentation, By End-user
10.1 Chapter Overview
10.2 Healthcare Providers
10.2.1 Healthcare Providers Market Trends Analysis (2020-2032)
10.2.2 Healthcare Providers Market Size Estimates and Forecasts to 2032 (USD Million)
10.3 Diagnostic Centers
10.3.1 Diagnostic Centers Market Trends Analysis (2020-2032)
10.3.2 Diagnostic Centers Market Size Estimates and Forecasts to 2032 (USD Million)
10.4 Academic Research Institutes
10.4.1 Academic Research Institutes Market Trends Analysis (2020-2032)
10.4.2 Academic Research Institutes Market Size Estimates and Forecasts to 2032 (USD Million)
10.5 Others
10.5.1 Others Market Trends Analysis (2020-2032)
10.5.2 Others Market Size Estimates and Forecasts to 2032 (USD Million)
11. Regional Analysis
11.1 Chapter Overview
11.2 North America
11.2.1 Trends Analysis
11.2.2 North America Computer Vision in Healthcare Market Estimates and Forecasts, by Country (2020-2032) (USD Million)
11.2.3 North America Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.2.4 North America Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.2.5 North America Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.2.6 North America Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.2.7 USA
11.2.7.1 USA Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.2.7.2 USA Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.2.7.3 USA Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.2.7.4 USA Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.2.8 Canada
11.2.8.1 Canada Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.2.8.2 Canada Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.2.8.3 Canada Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.2.8.4 Canada Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.2.9 Mexico
11.2.9.1 Mexico Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.2.9.2 Mexico Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.2.9.3 Mexico Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.2.9.4 Mexico Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million
11.3 Europe
11.3.1 Eastern Europe
11.3.1.1 Trends Analysis
11.3.1.2 Eastern Europe Computer Vision in Healthcare Market Estimates and Forecasts, by Country (2020-2032) (USD Million)
11.3.1.3 Eastern Europe Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.1.4 Eastern Europe Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.3.1.5 Eastern Europe Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.1.6 Eastern Europe Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.1.7 Poland
11.3.1.7.1 Poland Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.1.7.2 Poland Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.3.1.7.3 Poland Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.1.7.4 Poland Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.1.8 Romania
11.3.1.8.1 Romania Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.1.8.2 Romania Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.3.1.8.3 Romania Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.1.8.4 Romania Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.1.9 Hungary
11.3.1.9.1 Hungary Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.1.9.2 Hungary Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.3.1.9.3 Hungary Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.1.9.4 Hungary Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.1.10 Turkey
11.3.1.10.1 Turkey Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.1.10.2 Turkey Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.3.1.10.3 Turkey Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.1.10.4 Turkey Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.1.11 Rest of Eastern Europe
11.3.1.11.1 Rest of Eastern Europe Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.1.11.2 Rest of Eastern Europe Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.3.1.11.3 Rest of Eastern Europe Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.1.11.4 Rest of Eastern Europe Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.2 Western Europe
11.3.2.1 Trends Analysis
11.3.2.2 Western Europe Computer Vision in Healthcare Market Estimates and Forecasts, by Country (2020-2032) (USD Million)
11.3.2.3 Western Europe Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.2.4 Western Europe Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.3.2.5 Western Europe Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.2.6 Western Europe Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.2.7 Germany
11.3.2.7.1 Germany Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.2.7.2 Germany Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.3.2.7.3 Germany Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.2.7.4 Germany Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.2.8 France
11.3.2.8.1 France Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.2.8.2 France Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.3.2.8.3 France Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.2.8.4 France Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.2.9 UK
11.3.2.9.1 UK Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.2.9.2 UK Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.3.2.9.3 UK Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.2.9.4 UK Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.2.10 Italy
11.3.2.10.1 Italy Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.2.10.2 Italy Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.3.2.10.3 Italy Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.2.10.4 Italy Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.2.11 Spain
11.3.2.11.1 Spain Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.2.11.2 Spain Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.3.2.11.3 Spain Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.2.11.4 Spain Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.2.12 Netherlands
11.3.2.12.1 Netherlands Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.2.12.2 Netherlands Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.3.2.12.3 Netherlands Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.2.12.4 Netherlands Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.2.13 Switzerland
11.3.2.13.1 Switzerland Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.2.13.2 Switzerland Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.3.2.13.3 Switzerland Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.2.13.4 Switzerland Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.2.14 Austria
11.3.2.14.1 Austria Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.2.14.2 Austria Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.3.2.14.3 Austria Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.2.14.4 Austria Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.2.15 Rest of Western Europe
11.3.2.15.1 Rest of Western Europe Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.2.15.2 Rest of Western Europe Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.3.2.15.3 Rest of Western Europe Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.2.15.4 Rest of Western Europe Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.4 Asia Pacific
11.4.1 Trends Analysis
11.4.2 Asia Pacific Computer Vision in Healthcare Market Estimates and Forecasts, by Country (2020-2032) (USD Million)
11.4.3 Asia Pacific Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.4.4 Asia Pacific Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.4.5 Asia Pacific Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.4.6 Asia Pacific Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.4.7 China
11.4.7.1 China Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.4.7.2 China Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.4.7.3 China Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.4.7.4 China Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.4.8 India
11.4.8.1 India Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.4.8.2 India Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.4.8.3 India Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.4.8.4 India Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.4.9 Japan
11.4.9.1 Japan Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.4.9.2 Japan Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.4.9.3 Japan Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.4.9.4 Japan Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.4.10 South Korea
11.4.10.1 South Korea Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.4.10.2 South Korea Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.4.10.3 South Korea Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.4.10.4 South Korea Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.4.11 Vietnam
11.4.11.1 Vietnam Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.4.11.2 Vietnam Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.4.11.3 Vietnam Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.4.11.4 Vietnam Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.4.12 Singapore
11.4.12.1 Singapore Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.4.12.2 Singapore Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.4.12.3 Singapore Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.4.12.4 Singapore Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.4.13 Australia
11.4.13.1 Australia Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.4.13.2 Australia Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.4.13.3 Australia Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.4.13.4 Australia Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.4.14 Rest of Asia Pacific
11.4.14.1 Rest of Asia Pacific Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.4.14.2 Rest of Asia Pacific Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.4.14.3 Rest of Asia Pacific Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.4.14.4 Rest of Asia Pacific Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.5 Middle East and Africa
11.5.1 Middle East
11.5.1.1 Trends Analysis
11.5.1.2 Middle East Computer Vision in Healthcare Market Estimates and Forecasts, by Country (2020-2032) (USD Million)
11.5.1.3 Middle East Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.5.1.4 Middle East Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.5.1.5 Middle East Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.5.1.6 Middle East Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.5.1.7 UAE
11.5.1.7.1 UAE Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.5.1.7.2 UAE Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.5.1.7.3 UAE Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.5.1.7.4 UAE Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.5.1.8 Egypt
11.5.1.8.1 Egypt Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.5.1.8.2 Egypt Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.5.1.8.3 Egypt Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.5.1.8.4 Egypt Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.5.1.9 Saudi Arabia
11.5.1.9.1 Saudi Arabia Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.5.1.9.2 Saudi Arabia Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.5.1.9.3 Saudi Arabia Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.5.1.9.4 Saudi Arabia Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.5.1.10 Qatar
11.5.1.10.1 Qatar Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.5.1.10.2 Qatar Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.5.1.10.3 Qatar Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.5.1.10.4 Qatar Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.5.1.11 Rest of Middle East
11.5.1.11.1 Rest of Middle East Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.5.1.11.2 Rest of Middle East Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.5.1.11.3 Rest of Middle East Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.5.1.11.4 Rest of Middle East Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.5.2 Africa
11.5.2.1 Trends Analysis
11.5.2.2 Africa Computer Vision in Healthcare Market Estimates and Forecasts, by Country (2020-2032) (USD Million)
11.5.2.3 Africa Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.5.2.4 Africa Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.5.2.5 Africa Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.5.2.6 Africa Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.5.2.7 South Africa
11.5.2.7.1 South Africa Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.5.2.7.2 South Africa Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.5.2.7.3 South Africa Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.5.2.7.4 South Africa Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.5.2.8 Nigeria
11.5.2.8.1 Nigeria Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.5.2.8.2 Nigeria Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.5.2.8.3 Nigeria Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.5.2.8.4 Nigeria Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.5.2.9 Rest of Africa
11.5.2.9.1 Rest of Africa Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.5.2.9.2 Rest of Africa Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.5.2.9.3 Rest of Africa Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.5.2.9.4 Rest of Africa Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.6 Latin America
11.6.1 Trends Analysis
11.6.2 Latin America Computer Vision in Healthcare Market Estimates and Forecasts, by Country (2020-2032) (USD Million)
11.6.3 Latin America Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.6.4 Latin America Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.6.5 Latin America Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.6.6 Latin America Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.6.7 Brazil
11.6.7.1 Brazil Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.6.7.2 Brazil Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.6.7.3 Brazil Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.6.7.4 Brazil Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.6.8 Argentina
11.6.8.1 Argentina Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.6.8.2 Argentina Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.6.8.3 Argentina Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.6.8.4 Argentina Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.6.9 Colombia
11.6.9.1 Colombia Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.6.9.2 Colombia Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.6.9.3 Colombia Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.6.9.4 Colombia Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.6.10 Rest of Latin America
11.6.10.1 Rest of Latin America Computer Vision in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.6.10.2 Rest of Latin America Computer Vision in Healthcare Market Estimates and Forecasts, by Product Type (2020-2032) (USD Million)
11.6.10.3 Rest of Latin America Computer Vision in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.6.10.4 Rest of Latin America Computer Vision in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
12. Company Profiles
12.1 Arterys
12.1.1 Company Overview
12.1.2 Financial
12.1.3 Products/ Services Offered
12.1.4 SWOT Analysis
12.2 iCAD Inc.
12.2.1 Company Overview
12.2.2 Financial
12.2.3 Products/ Services Offered
12.2.4 SWOT Analysis
12.3 Basler AG
12.3.1 Company Overview
12.3.2 Financial
12.3.3 Products/ Services Offered
12.3.4 SWOT Analysis
12.4 AiCure
12.4.1 Company Overview
12.4.2 Financial
12.4.3 Products/ Services Offered
12.4.4 SWOT Analysis
12.5 google
12.5.1 Company Overview
12.5.2 Financial
12.5.3 Products/ Services Offered
12.5.4 SWOT Analysis
12.6 IBM
12.6.1 Company Overview
12.6.2 Financial
12.6.3 Products/ Services Offered
12.6.4 SWOT Analysis
12.7 Intel Corporation
12.7.1 Company Overview
12.7.2 Financial
12.7.3 Products/ Services Offered
12.7.4 SWOT Analysis
12.8 Microsoft
12.8.1 Company Overview
12.8.2 Financial
12.8.3 Products/ Services Offered
12.8.4 SWOT Analysis
12.9 NVIDIA Corporation
12.9.1 Company Overview
12.9.2 Financial
12.9.3 Products/ Services Offered
12.9.4 SWOT Analysis
12.10 Xilinx Inc.
12.10.1 Company Overview
12.10.2 Financial
12.10.3 Products/ Services Offered
12.10.4 SWOT Analysis
13. Use Cases and Best Practices
14. Conclusion
An accurate research report requires proper strategizing as well as implementation. There are multiple factors involved in the completion of good and accurate research report and selecting the best methodology to compete the research is the toughest part. Since the research reports we provide play a crucial role in any company’s decision-making process, therefore we at SNS Insider always believe that we should choose the best method which gives us results closer to reality. This allows us to reach at a stage wherein we can provide our clients best and accurate investment to output ratio.
Each report that we prepare takes a timeframe of 350-400 business hours for production. Starting from the selection of titles through a couple of in-depth brain storming session to the final QC process before uploading our titles on our website we dedicate around 350 working hours. The titles are selected based on their current market cap and the foreseen CAGR and growth.
The 5 steps process:
Step 1: Secondary Research:
Secondary Research or Desk Research is as the name suggests is a research process wherein, we collect data through the readily available information. In this process we use various paid and unpaid databases which our team has access to and gather data through the same. This includes examining of listed companies’ annual reports, Journals, SEC filling etc. Apart from this our team has access to various associations across the globe across different industries. Lastly, we have exchange relationships with various university as well as individual libraries.
Step 2: Primary Research
When we talk about primary research, it is a type of study in which the researchers collect relevant data samples directly, rather than relying on previously collected data. This type of research is focused on gaining content specific facts that can be sued to solve specific problems. Since the collected data is fresh and first hand therefore it makes the study more accurate and genuine.
We at SNS Insider have divided Primary Research into 2 parts.
Part 1 wherein we interview the KOLs of major players as well as the upcoming ones across various geographic regions. This allows us to have their view over the market scenario and acts as an important tool to come closer to the accurate market numbers. As many as 45 paid and unpaid primary interviews are taken from both the demand and supply side of the industry to make sure we land at an accurate judgement and analysis of the market.
This step involves the triangulation of data wherein our team analyses the interview transcripts, online survey responses and observation of on filed participants. The below mentioned chart should give a better understanding of the part 1 of the primary interview.
Part 2: In this part of primary research the data collected via secondary research and the part 1 of the primary research is validated with the interviews from individual consultants and subject matter experts.
Consultants are those set of people who have at least 12 years of experience and expertise within the industry whereas Subject Matter Experts are those with at least 15 years of experience behind their back within the same space. The data with the help of two main processes i.e., FGDs (Focused Group Discussions) and IDs (Individual Discussions). This gives us a 3rd party nonbiased primary view of the market scenario making it a more dependable one while collation of the data pointers.
Step 3: Data Bank Validation
Once all the information is collected via primary and secondary sources, we run that information for data validation. At our intelligence centre our research heads track a lot of information related to the market which includes the quarterly reports, the daily stock prices, and other relevant information. Our data bank server gets updated every fortnight and that is how the information which we collected using our primary and secondary information is revalidated in real time.
Step 4: QA/QC Process
After all the data collection and validation our team does a final level of quality check and quality assurance to get rid of any unwanted or undesired mistakes. This might include but not limited to getting rid of the any typos, duplication of numbers or missing of any important information. The people involved in this process include technical content writers, research heads and graphics people. Once this process is completed the title gets uploader on our platform for our clients to read it.
Step 5: Final QC/QA Process:
This is the last process and comes when the client has ordered the study. In this process a final QA/QC is done before the study is emailed to the client. Since we believe in giving our clients a good experience of our research studies, therefore, to make sure that we do not lack at our end in any way humanly possible we do a final round of quality check and then dispatch the study to the client.
Key Segments:
By Component
Hardware
Software
Services
By Product Type
Smart Cameras-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
Request for Segment Customization as per your Business Requirement: Segment Customization Request
Regional Coverage:
North America
US
Canada
Mexico
Europe
Eastern Europe
Poland
Romania
Hungary
Turkey
Rest of Eastern Europe
Western Europe
Germany
France
UK
Italy
Spain
Netherlands
Switzerland
Austria
Rest of Western Europe
Asia Pacific
China
India
Japan
South Korea
Vietnam
Singapore
Australia
Rest of Asia Pacific
Middle East & Africa
Middle East
UAE
Egypt
Saudi Arabia
Qatar
Rest of the Middle East
Africa
Nigeria
South Africa
Rest of Africa
Latin America
Brazil
Argentina
Colombia
Rest of Latin America
Request for Country Level Research Report: Country Level Customization Request
Available Customization
With the given market data, SNS Insider offers customization as per the company’s specific needs. The following customization options are available for the report:
Product Analysis
Criss-Cross segment analysis (e.g. Product X Application)
Product Matrix which gives a detailed comparison of the product portfolio of each company
Geographic Analysis
Additional countries in any of the regions
Company Information
Detailed analysis and profiling of additional market players (Up to five)
The Dental Suction Systems Market Size was valued at USD 516.08 Million in 2023 and is expected to reach USD 800.30 Million by 2032 and grow at a CAGR of 5.18% Over the forecast period of 2024-2032.
The Insulin Pump Market Size was valued at USD 6.70 Billion in 2023, and is expected to reach USD 13.37 Billion by 2032, and grow at a CAGR of 8.36%.
The E-Pharmacy Market size was estimated at USD 73.38 billion in 2023 and is expected to reach USD 321.89 billion by 2031 with a growing CAGR of 20.3% during the forecast period of 2024-2031.
The Cognitive Behavioral Therapy Market Size was valued at USD 6.69 Billion in 2023, and is expected to reach USD 25.27 Billion by 2032, and grow at a CAGR of 16.81%.
The Dentures Market was valued USD 1.62 Billion in 2023 and estimated to reach USD 3.00 Billion by 2032 at compound annual growth rate 7.10% during the forecast period 2024-2032.
The Dental Practice Management Software Market Size was expected to reach USD 5.54 billion by 2031, and is valued at USD 2.55 billion in 2023, and grow at a CAGR of 10.2% over the forecast period 2024-2031.
Hi! Click one of our member below to chat on Phone
© 2024 All Rights Reserved by SNS Insider Pvt Ltd
