Overview


The process of systematically reviewing, measuring, and obtaining information in order to respond to hypotheses, explore questions, and evaluate outcomes is known as data collection. Artificial intelligence-based systems can be taught to recognise data that has been marked and labelled. Medical pictures, X-rays, CT scan images, and magnetic resonance imaging are examples of frequent data sources. Image-recognition tasks, which are important for disease diagnosis, identification of different disease patterns, and interpreting and analysing large amounts of unstructured data, have advanced in AI systems. Data collection and labelling are important in the healthcare industry since medical imaging uses computer vision technologies to detect patterns and diagnose disease or injury. Data labelling assists artificial intelligence systems in learning how to extract information from medical images such as MRI, X-ray, and CT scan images. The adoption of technology and medical imaging techniques for the early and precise diagnosis of diseases is expected to increase data collection and labelling market. Numerous industry are outsourcing data gathering and labelling services as part of strategic objectives to establish a powerful artificial intelligence network. Centaur labs, for example, offers medical labelling services like medical audio labelling, medical picture labelling, medical text labelling, radiology labelling, ECG labelling, and cardiology labelling.
FutureWise Market Research has instantiated a report that provides an intricate analysis of Healthcare Data Collection and Labeling Market trends that shall affect the overall market growth. Furthermore, it includes detailed information on the graph of profitability, SWOT analysis, market share and regional proliferation of this business. Moreover, the report offers insights on the current stature of prominent market players in the competitive landscape analysis of this market.
According to the research study conducted by FutureWise research analysts, the Healthcare Data Collection and Labeling Market is anticipated to attain substantial growth by the end of the forecast period. The report explains that this business is predicted to register a noteworthy growth rate over the forecast period. This report provides crucial information pertaining to the total valuation that is presently held by this industry and it also lists the segmentation of the market along with the growth opportunities present across this business vertical.
• Alegion
• Labelbox, Inc.
• Imerit
• Cogito Tech Llc
• Appen Limited
• Shaip
• Snorkel AI
• Infloks
• Datalabeller
• Centaur Labs
(Note: The list of the major players will be updated with the latest market scenario and trends)
By Data Type
• Image/Video
• Audio
• Text
• Others
By Region
North America
• Europe
• Asia-Pacific
• Latin America
• Middle East and Africa
• Tier 1 players- established companies in the market with a major market share
• Tier 2 players
• Emerging players which are growing rapidly
• New Entrants
• Growth prospects
• SWOT analysis
• Key trends
• Key data-points affecting market growth
• To provide with an exhaustive analysis on the Healthcare Data Collection and Labeling Market By Data Type and By Region.
• To cater comprehensive information on factors impacting market growth (drivers, restraints, opportunities, and industry-specific restraints)
• To evaluate and forecast micro-markets and the overall market
• To predict the market size, in key regions— North America, Europe, Asia Pacific, Latin America and Middle East and Africa.
• To record and evaluate competitive landscape mapping- product launches, technological advancements, mergers and expansions
• We have a flexible delivery model and you can suggest changes in the scope/table of content as per your requirement
• The customization Mobility Care offered are free of charge with purchase of any license of the report
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Table of Contents


  • 1.   Market Introduction
    •   1. Objectives of the Study
        2. Market Definition
        3. Market Scope
         3.1. Years Considered for the Study
         3.2. Market Covered
        4. Currency
        5. Limitations
        6. Stakeholders
  • 2.   Research Methodology
    •   1. Research Data
         1.1. Secondary Data
          1.1.1. Key Data from Secondary Sources
         1.2. Primary Data
          1.2.1. Key Data from Primary Sources
        2. Market Size Estimation
        3. Market Breakdown and Data Triangulation
        4. Assumptions for the Study
  • 3.   Executive Summary
    •   1. Market Outlook
        2. Segment Outlook
        3. Competitive Insights
  • 4.   Healthcare Data Collection and Labeling Market Variables, Trends
    • Scope
        1. Market Lineage Outlook
        2. Penetration and Growth Prospect Mapping
        3. Industry Value Chain Analysis
        4. Cost Analysis Breakdown
        5. Technology Overview
        6. Regulatory Framework
         6.1. Reimbursement Framework
         6.2. Standards and Compliances
  • 5.   Market Overview
    •   1. Market Dynamics
         1.1. Market Driver Analysis
          1.1.1. Increasing focus of Healthcare Data Collection and Labeling Companies on Brand Protection
          1.1.2. Untapped Opportunities in Emerging Regions
         1.2. Market Restraint Analysis
          1.2.1. High Cost Associated with Implementation of Predictive Analysis
         1.3. Industry Challenges
          1.3.1. Presence of Ambiguous Regulatory Framework
  • 6.   Healthcare Data Collection and Labeling Market Analysis Tools
    •   1. Industry Analysis - Porter’s
         1.1. Supplier Power
         1.2. Buyer Power
         1.3. Substitution Threat
         1.4. Threat from New Entrants
         1.5. Competitive Rivalry
        2. Pestel Analysis
         2.1. Political Landscape
         2.2. Environmental Landscape
         2.3. Social Landscape
         2.4. Technology Landscape
         2.5. Legal Landscape
        3. Major Deals And Strategic Alliances Analysis
         3.1. Joint Ventures
         3.2. Mergers and Acquisitions
         3.3. Licensing and Partnership
         3.4. Technology Collaborations
         3.5. Strategic Divestments
        4. Market Entry Strategies
        5. Case Studies
  • 7.   Healthcare Data Collection and Labeling Market, By Data Type Historical Analysis and Forecast 2022-2028 (USD Million)
    •   1. Image/Video
        2. Audio
        3. Text
        4. Others
  • 8.   North America Healthcare Data Collection and Labeling Market Analysis 2016-2020 and Forecast 2022-2028 (USD Million)
    •   1. Introduction
        2. Historical Market Size (USD Million) Analysis By Country, 2016-2020
           2.1. U.S.A
         2.2. Canada
         2.3. Mexico
        3. Market Size (USD Million) Forecast for North America 2022-2028
  • 9.   Latin America Healthcare Data Collection and Labeling Market Analysis 2016-2020 and Forecast 2022-2028 (USD Million)
    •   1. Introduction
        2. Historical Market Size (USD Million) Analysis By Country, 2016-2020
         2.1. Brazil
         2.2. Venezuela
         2.3. Argentina
         2.4. Rest of Latin America
        3. Market Size (USD Million) Forecast for Latin America 2022-2028
  • 10.   Europe Healthcare Data Collection and Labeling Market Analysis 2016-2020 and Forecast 2022-2028 (USD Million)
    •   1. Introduction
        2. Historical Market Size (USD Million) Analysis By Country, 2016-2020
         2.1. Germany
          2.2. U.K
         2.3. France
         2.4. Italy
         2.5. Spain
         2.6. Russia
         2.7. Poland
         2.7. Rest of Europe
        3. Market Size (USD Million) Forecast for Europe 2022-2028
  • 11.   Asia Pacific Healthcare Data Collection and Labeling Market Analysis 2016-2020 and Forecast 2022-2028 (USD Million)
    •   1. Introduction
        2. Historical Market Size (USD Million) Analysis By Country, 2016-2020
         2.1. Japan
         2.2. China
         2.3. India
         2.4. Australia and New Zealand
         2.5. ASEAN
         2.6. Rest of Asia Pacific
        3. Market Size (USD Million) Forecast for Asia Pacific 2022-2028
  • 12.   Middle East and Africa Market Analysis 2016-2020 and Forecast 2022-2028 (USD Million)
    •   1. Introduction
        2. Historical Market Size (USD Million) Analysis By Country, 2016-2020
         2.1. GCC
         2.2. Israel
         2.3. South Africa
         2.4. Rest of MEA
        3. Market Size (USD Million) Forecast for MEA 2022-2028
  • 13.   Market Share Analysis and Competitive Landscape
    •   1. Global Landscape - Key Players, Revenue and Presence
        2. Global Share Analysis - Key Players (Tier 1, Tier 2, Tier 3)
        3. Global Emerging Companies
        4. North America - Market Share Analysis and Key Regional Players
        5. Europe - Market Share Analysis and Key Regional Players
        6. Asia Pacific - Market Share Analysis and Key Regional Players
        7. Global Key Player - Growth Matrix
  • 14.   Company Profiles (Competition Dashboard, Competitors Deep Dive, Products Offered and Financial Layouts)
    •   1. Alegion
         1.1. Company Overview
         1.2. Product Portfolio
         1.3. SWOT Analysis
         1.4. Financial Overview
         1.5. Strategic Overview
         2. Labelbox, Inc.
         2.1. Company Overview
         2.2. Product Portfolio
         2.3. SWOT Analysis
         2.4. Financial Overview
         2.5. Strategic Overview
        3. Imerit
         3.1. Company Overview
         3.2. Product Portfolio
         3.3. SWOT Analysis
         3.4. Financial Overview
         3.5. Strategic Overview
        4. Cogito Tech LLC
         4.1. Company Overview
         4.2. Product Portfolio
         4.3. SWOT Analysis
         4.4. Financial Overview
         4.5. Strategic Overview
        5. Appen Limited
         5.1. Company Overview
         5.2. Product Portfolio
         5.3. SWOT Analysis
         5.4. Financial Overview
         5.5. Strategic Overview
        6. Shaip
         6.1. Company Overview
         6.2. Product Portfolio
         6.3. SWOT Analysis
         6.4. Financial Overview
         6.5. Strategic Overview
        7. Snorkel AI
         7.1. Company Overview
         7.2. Product Portfolio
         7.3. SWOT Analysis
         7.4. Financial Overview
         7.5. Strategic Overview
        8. Infloks
         8.1. Company Overview
         8.2. Product Portfolio
         8.3. SWOT Analysis
         8.4. Financial Overview
         8.5. Strategic Overview
        9. Datalabeller
         9.1. Company Overview
         9.2. Product Portfolio
         9.3. SWOT Analysis
         9.4. Financial Overview
         9.5. Strategic Overview
        10.Centaur Labs
         10.1. Company Overview
         10.2. Product Portfolio
         10.3. SWOT Analysis
         10.4. Financial Overview
         10.5. Strategic Overview
  • 15.   Pre and Post COVID-19 Impact
    •   1. Positive influence on the healthcare industry
        2. The financial disruption of the manufacturing sector
        3. Impact of COVID-19 on emerging companies
        4. Significant mandates in the healthcare regulations initiated by administrations
        5. The overall economic slowdown of the developing and developed nations
  • 16.   FutureWise SME Key Takeaway Points for Client
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