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PUBLISHER: Grand View Research | PRODUCT CODE: 1076544
PUBLISHER: Grand View Research | PRODUCT CODE: 1076544
Healthcare Data Collection And Labeling Market Size, Share & Trends Analysis Report By Data Type (Image/Video, Audio, Text), By Region (North America, Europe, APAC, LATAM, MEA), And Segment Forecasts, 2022 - 2030
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Healthcare Data Collection And Labeling Market Growth & Trends:
The global healthcare data collection and labeling market size is expected to reach USD 4.5 billion by 2030, based on a new report by Grand View Research, Inc. It is expected to expand at a CAGR of 26.9% from 2022 to 2030. The market is driven by the increased adoption of artificial intelligence and machine learning across the globe. The demand for data labeling is rising due to technological advancements in the industry. Many hospitals and private medical institutions are outsourcing data labeling services for better disease management.
Medical institutions are increasingly using medical data such as videos, images, and patient reports for early and accurate diagnosis of diseases. Medical image labeling provides better diagnosis, prevention, and treatment of diseases than the traditional method of diagnosis. It delivers corresponding results with higher accuracy in the early detection of diseases. It would prove to be one of the powerful methods for future applications in healthcare.
Imaging techniques were extensively used for the diagnosis of COVID-19 during the initial stage. Data collection is crucial for the training of artificial intelligence (AI) algorithms. In association with machine learning, medical imaging diagnostic procedures and AI algorithms have progressed in the recognition of patterns related to disease detection. There was a shortage of medical professionals all over the world at the beginning of the pandemic. Many developed nations opted for AI-assisted solutions to tackle the problem. AI-based data collection and labeling technologies have proved to be useful.
Healthcare Data Collection And Labeling Market Report Highlights:
- Based on data type, the image/video segment held the largest revenue share in 2021 as it is majorly used in medical diagnosis and artificial intelligence requires labeled data for training the algorithms
- The text data type segment is anticipated to expand at a CAGR of 29.1% from 2022 to 2030 as the collection of clinical data, particularly unstructured text documents, has become one of the most significant resources for clinical labeling
- In 2021, North America dominated the market in terms of revenue owing to the increased adoption of artificial intelligence in the healthcare industry
- Asia Pacific is likely to expand at the fastest CAGR of 28.4% from 2022 to 2030. This growth is attributed to the increased use of medical imaging in the healthcare industry in China, India, and Japan
Product Code: GVR-4-68039-921-3
Table of Contents
Chapter 1 Report Scope and Objectives
- 1.1 Market Segmentation & Scope
- 1.2 Regional Scope
- 1.2.1 Estimates and Forecast Timeline
- 1.3 Objectives
- 1.3.1 Objective - 1
- 1.3.2 Objective - 2
- 1.3.3 Objective - 3
Chapter 2 Methodology
- 2.1 Research Methodology
- 2.2 Information Procurement
- 2.2.1 Purchased Database
- 2.2.2 GVR's Internal Database
- 2.2.3 Secondary Sources
- 2.2.4 Primary research
- 2.3 Information or Data Analysis
- 2.3.1 Data Analysis Models
- 2.4 Market Formulation & Validation
- 2.5 Model Details
- 2.5.1 Commodity Flow Analysis (Model 1)
- 2.5.2 Volume Price Analysis (model 2)
- 2.6 List of Secondary Sources
Chapter 3 Executive Summary
- 3.1 Market Outlook
- 3.2 Segment Outlook
- 3.2.1 Data Type
- 3.2.2 Region
- 3.3 Competitive Insights
- 3.4 Healthcare Data Collection and Labeling Market Outlook, 2021
Chapter 4 Market Variables, Trends & Scope
- 4.1 Market Lineage Outlook
- 4.1.1 Parent Market Outlook
- 4.2 Healthcare Data Collection and Labeling Market Dynamics
- 4.2.1 Market Driver Analysis
- 4.2.2 Market Restraint Analysis
- 4.3 Healthcare Data Collection and Labeling Market: Business Environment Analysis Tools
- 4.3.1 PORTER'S FIVE FORCES ANALYSIS
- 4.3.1.1 Threat of new entrants
- 4.3.1.2 Bargaining power of suppliers
- 4.3.1.3 Bargaining power of buyers
- 4.3.1.4 Competitive rivalry
- 4.3.1.5 Threat of substitutes
- 4.3.2 PESTEL Analysis
- 4.3.2.1 Political & Legal
- 4.3.2.2 Economic & Social
- 4.3.2.3 Technological
- 4.3.1 PORTER'S FIVE FORCES ANALYSIS
- 4.4 Penetration & Growth Prospect Mapping
- 4.5 Technology Trend Analysis
- 4.6 Regulatory Framework
- 4.7 Impact of COVID-19 on Healthcare Data Collection and Labeling Market
Chapter 5 Healthcare Data Collection and Labeling Market: Data Type Analysis
- 5.1 Healthcare Data Collection and Labeling Market Data Type Market Share Analysis, 2021 & 2030
- 5.2 Healthcare Data Collection and Labeling Market Data Type Market: Segment Dashboard
- 5.3 Market Size & Forecasts and Trend Analyses, 2017 to 2030 for the Data Type Segment
- 5.3.1 Image/Video
- 5.3.1.1 Image/video market, 2017 - 2030 (USD Million)
- 5.3.2 Audio
- 5.3.2.1 Audio market, 2017 - 2030 (USD Million)
- 5.3.3 Text
- 5.3.3.1 Text market, 2017 - 2030 (USD Million)
- 5.3.4 Others
- 5.3.4.1 Others market, 2017 - 2030 (USD Million)
- 5.3.1 Image/Video
Chapter 6 Healthcare Data Collection and Labeling Market: Regional Analysis
- 6.1 Healthcare Data Collection and Labeling Regional Market Share Analysis, 2021 & 2030
- 6.2 Regional Market Snapshot
- 6.3 North America
- 6.3.1 North America Healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- 6.3.2 U.S.
- 6.3.2.1 U.S. healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- 6.3.3 Canada
- 6.3.3.1 Canada healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- 6.4 Europe
- 6.4.1 Europe Healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- 6.4.2 U.K.
- 6.4.2.1 U.K. healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- 6.4.3 Germany
- 6.4.3.1 Germany healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- 6.4.4 France
- 6.4.4.1 France healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- 6.4.5 Italy
- 6.4.5.1 Italy healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- 6.4.6 Spain
- 6.4.6.1 Spain healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- 6.5 Asia Pacific
- 6.5.1 Asia Pacific Healthcare data collection and labeling Market, 2017 - 2030 (USD Million)
- 6.5.2 Japan
- 6.5.2.1 Japan healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- 6.5.3 China
- 6.5.3.1 China healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- 6.5.4 India
- 6.5.4.1 India healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- 6.6 Latin America
- 6.6.1 Latin America Healthcare data collection and labeling Market, 2017 - 2030 (USD Million)
- 6.6.2 Brazil
- 6.6.2.1 Brazil healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- 6.6.3 Mexico
- 6.6.3.1 Mexico healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- 6.7 Middle East and Africa (MEA)
- 6.7.1 MEA Healthcare data collection and labeling Market, 2017 - 2030 (USD Million)
- 6.7.2 South Africa
- 6.7.2.1 South Africa healthcare data collection and labeling market, 2017 - 2030 (USD Million)
Chapter 7 Competitive Analysis
- 7.1 Recent Developments & Impact Analysis, By Key Market Participants
- 7.2 Company Profiles
- 7.2.1 Appen Limited
- 7.2.1.1 Company overview
- 7.2.1.2 Product benchmarking
- 7.2.1.3 Strategic initiatives
- 7.2.2 Shaip
- 7.2.2.1 Company overview
- 7.2.2.2 Product benchmarking
- 7.2.2.3 Strategic initiatives
- 7.2.3 Cogito Tech LLC
- 7.2.3.1 Company overview
- 7.2.3.2 Product benchmarking
- 7.2.3.3 Strategic initiatives
- 7.2.4 Imerit
- 7.2.4.1 Company overview
- 7.2.4.2 Product benchmarking
- 7.2.4.3 Strategic initiatives
- 7.2.5 Alegion
- 7.2.5.1 Company overview
- 7.2.5.2 Product benchmarking
- 7.2.5.3 Strategic initiatives
- 7.2.6 Snorkel AI
- 7.2.6.1 Company overview
- 7.2.6.2 Product benchmarking
- 7.2.6.3 Strategic initiatives
- 7.2.7 Labelbox
- 7.2.7.1 Company overview
- 7.2.7.2 Product benchmarking
- 7.2.7.3 Strategic initiatives
- 7.2.8 Infolks
- 7.2.8.1 Company overview
- 7.2.8.2 Product benchmarking
- 7.2.9 Datalabeller
- 7.2.9.1 Company Overview
- 7.2.9.2 Product Benchmarking
- 7.2.10 Centaur Labs
- 7.2.10.1 Company overview
- 7.2.10.2 Product benchmarking
- 7.2.10.3 Strategic initiatives
- 7.2.1 Appen Limited
Product Code: GVR-4-68039-921-3
List of Tables
- Table 1 List of secondary sources
- Table 2 North America healthcare data collection and labeling market estimates and forecasts, by country, 2017 - 2030 (USD Million)
- Table 3 North America healthcare data collection and labeling market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
- Table 4 U.S. healthcare data collection and labeling market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
- Table 5 Canada healthcare data collection and labeling market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
- Table 6 Europe healthcare data collection and labeling market estimates and forecasts, by country, 2017 - 2030 (USD Million)
- Table 7 Europe healthcare data collection and labeling market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
- Table 8 U.K. healthcare data collection and labeling market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
- Table 9 Germany healthcare data collection and labeling market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
- Table 10 France healthcare data collection and labeling market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
- Table 11 Italy healthcare data collection and labeling market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
- Table 12 Spain healthcare data collection and labeling market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
- Table 13 Asia Pacific healthcare data collection and labeling market estimates and forecasts, by country, 2017 - 2030 (USD Million)
- Table 14 Asia Pacific healthcare data collection and labeling market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
- Table 15 Japan healthcare data collection and labeling market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
- Table 16 China healthcare data collection and labeling market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
- Table 17 India healthcare data collection and labeling market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
- Table 18 Latin America healthcare data collection and labeling market estimates and forecasts, by country, 2017 - 2030 (USD Million)
- Table 19 Latin America healthcare data collection and labeling market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
- Table 20 Brazil healthcare data collection and labeling market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
- Table 21 Mexico healthcare data collection and labeling market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
- Table 22 MEA healthcare data collection and labeling market estimates and forecasts, by country, 2017 - 2030 (USD Million)
- Table 23 MEA healthcare data collection and labeling market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
- Table 24 South Africa healthcare data collection and labeling market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
List of Figures
- Fig. 1 Healthcare Data Collection and Labeling market outlook, 2021 (USD Million)
- Fig. 2 Market trends & outlook
- Fig. 3 Penetration & growth prospect mapping
- Fig. 4 Healthcare data collection and labeling market data type market share analysis, 2021 & 2030 (USD Million)
- Fig. 5 Healthcare data collection and labeling market data type market: Segment dashboard
- Fig. 6 Image/video market, 2017 - 2030 (USD Million)
- Fig. 7 Audio market, 2017 - 2030 (USD Million)
- Fig. 8 Text market, 2017 - 2030 (USD Million)
- Fig. 9 Others market, 2017 - 2030 (USD Million)
- Fig. 10 Healthcare data collection and labeling regional market share analysis, 2021 & 2030 (USD Million)
- Fig. 11 Regional market place: Key takeaways
- Fig. 12 North America healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- Fig. 13 U.S. healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- Fig. 14 Canada healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- Fig. 15 Europe healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- Fig. 16 U.K. healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- Fig. 17 Germany healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- Fig. 18 France healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- Fig. 19 Italy healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- Fig. 20 Spain healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- Fig. 21 Asia Pacific healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- Fig. 22 Japan healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- Fig. 23 China healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- Fig. 24 India healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- Fig. 25 Latin America healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- Fig. 26 Brazil healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- Fig. 27 Mexico healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- Fig. 28 MEA healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- Fig. 29 South Africa healthcare data collection and labeling market, 2017 - 2030 (USD Million)
- Fig. 30 Strategy framework
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