This research study involved the extensive use of both primary and secondary sources. It involved the analysis of various factors affecting the industry to identify the segmentation types, industry trends, key players, the competitive landscape of market players, and key market dynamics such as drivers, opportunities, challenges, restraints, and key player strategies.
Secondary Research
This research study extensively utilized secondary sources, including directories, databases such as Dun & Bradstreet, Bloomberg Businessweek, and Factiva, as well as white papers, annual reports, and companies' house documents. The aim of the secondary research was to gather and analyze information for a comprehensive and commercially focused study of the computer vision in the healthcare market, encompassing technical aspects and market dynamics. It also facilitated the identification of key players, market classification, industry trends, geographical markets, and significant market-related developments. Additionally, a database of prominent industry leaders was compiled through secondary research.
Primary Research
In the primary research process, various supply-side and demand-side sources were interviewed to obtain qualitative and quantitative information for this report. Primary sources from the supply side included industry experts such as CEOs, vice presidents, marketing and sales directors, technology & innovation directors, engineers, and related key executives from various companies and organizations operating in the computer vision in healthcare market. Primary sources from the demand side included personnel from pharmaceutical & biotechnology companies, research institutes and hospitals (small, medium-sized, and large hospitals).
A breakdown of the primary respondents is provided below:
*Others include sales managers, marketing managers, and product managers.
Note: Tiers are defined based on a company’s total revenue, as of 2022: Tier 1 = >USD 1 billion, Tier 2 = USD 500 million to USD 1 billion, and Tier 3 = <USD 500 million.
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Market Size Estimation
The total size of the computer vision in healthcare market was determined after data triangulation through the two approaches mentioned below. After the completion of each approach, the weighted average of these approaches was taken based on the level of assumptions used in each approach.
Global Computer Vision in Healthcare Market Size: Top-Down Approach
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Global Computer Vision in Healthcare Market Size: Bottom-Up Approach
Data Triangulation
The size of the computer vision in healthcare market was estimated through segmental extrapolation using the bottom-up approach. The methodology used is as given below:
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Revenues for individual companies were gathered from public sources and databases.
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Shares of leading players in the market were gathered from secondary sources to the extent available. In certain cases, shares of computer vision in healthcare businesses have been ascertained after a detailed analysis of various parameters including product portfolios, market positioning, selling price, and geographic reach & strength.
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Individual shares or revenue estimates were validated through interviews with experts.
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The total revenue in the market was determined by extrapolating the market share data of major companies.
Market Definition
Computer vision is concerned with the capturing, processing, and analyzing of real-world images and video to allow machines to extract meaningful, contextual information from a single image or sequence of images. Computer vision in healthcare is used in medical image diagnosis, intraoperative imaging, and in clinical trials.
Key Stakeholders
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CV software and service providers
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Healthcare providers
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AI solution providers
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AI platform providers
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Business providers
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Professional service/solution providers
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Research organizations
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Technology standard organizations, forums, alliances, and associations
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Technology investors
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Venture capitalists
Objectives of the Study
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To define, describe, and forecast the global computer vision in healthcare market by product & service, type, application, end user, and region
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To provide detailed information regarding the major factors influencing the growth of the market (such as drivers, restraints, opportunities, and challenges)
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To analyze micromarkets with respect to individual growth trends, prospects, and contributions to the overall market
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To assess the market with regard to Porter’s Five Forces, regulatory landscape, value chain, ecosystem map, patent protection and key stakeholder’s buying criteria
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To analyze opportunities in the market for stakeholders and provide details of the competitive landscape for market leaders
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To forecast the size of the market with respect to five main regions, namely, North America, Europe, the Asia Pacific, Latin America, and the Middle East & Africa
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To profile the key players in the market and comprehensively analyze their core competencies and market shares
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To track and analyze competitive developments such as agreements, partnerships, and acquisitions; expansions; product launches and enhancements; and R&D activities in the market.
Available Customizations
With the given market data, MarketsandMarkets offers customizations as per your company’s specific needs. The following customization options are available for the report:
Company Information
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Detailed analysis and profiling of additional market players (up to 5)
Geographic Analysis
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Further breakdown of the Rest of Asia Pacific computer vision in healthcare market into Australia, Taiwan, New Zealand, Thailand, Singapore, Malaysia, and other countries
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Further breakdown of the Rest of Europe computer vision in healthcare market into Russia, Austria, Finland, Sweden, Turkey, Norway, Poland, Portugal, Romania, Denmark, and other countries
Growth opportunities and latent adjacency in Computer Vision in Healthcare Market