PUBLISHER: TechNavio | PRODUCT CODE: 1915661
PUBLISHER: TechNavio | PRODUCT CODE: 1915661
Global AI Training Dataset In Healthcare Market 2025-2029
The global AI training dataset in healthcare market is forecasted to grow by USD 829.0 mn during 2024-2029, accelerating at a CAGR of 23.5% during the forecast period. The report on the global AI training dataset in healthcare market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.
The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by surging adoption of artificial intelligence and machine learning in healthcare, explosive growth in healthcare data volume and variety, growing demand for personalized medicine and precision health.
The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.
| Market Scope | |
|---|---|
| Base Year | 2025 |
| End Year | 2029 |
| Series Year | 2025-2029 |
| Growth Momentum | Accelerate |
| YOY 2025 | 21% |
| CAGR | 23.5% |
| Incremental Value | $829.0 mn |
Technavio's global AI training dataset in healthcare market is segmented as below:
By Type
- Image
- Text
- Others
By Component
- Software
- Services
By Application
- Medical imaging
- Electronic health records
- Wearable devices
- Telemedicine
- Others
Geography
- North America
- US
- Canada
- Mexico
- Europe
- Germany
- UK
- France
- Italy
- The Netherlands
- Spain
- APAC
- China
- Japan
- India
- South Korea
- Australia
- Indonesia
- South America
- Brazil
- Argentina
- Colombia
- Middle East and Africa
- UAE
- South Africa
- Turkey
- Rest of World (ROW)
This study identifies the increasing adoption of synthetic data generation to overcome privacy and scarcity hurdles as one of the prime reasons driving the global AI training dataset in healthcare market growth during the next few years. Also, strategic shift towards multimodal datasets and foundation models and emergence of federated learning and data-centric AI platforms will lead to sizable demand in the market.
The report on the global AI training dataset in healthcare market covers the following areas:
- Global AI training dataset in healthcare market sizing
- Global AI training dataset in healthcare market forecast
- Global AI training dataset in healthcare market industry analysis
The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading global AI training dataset in healthcare market vendors that include Aidence B.V., ALEGION, Amazon Web Services Inc., APPEN Ltd., BioMind, CloudMedx Inc., Cogito Tech LLC, Corti, Google Cloud, Health Catalyst Inc., IBM Corp., Lunit Inc., MDClone Ltd., Microsoft Corp., PathAI Inc., Qure.ai Technologies Pvt. Ltd., Scale, Syntegra Services, Tempus Labs Inc.. Also, the global AI training dataset in healthcare market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.
The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.
Table of Contents
1 Executive Summary
- 1.1 Market overview
- Executive Summary - Chart on Market Overview
- Executive Summary - Data Table on Market Overview
- Executive Summary - Chart on Global Market Characteristics
- Executive Summary - Chart on Market by Geography
- Executive Summary - Chart on Market Segmentation by Type
- Executive Summary - Chart on Market Segmentation by Component
- Executive Summary - Chart on Market Segmentation by Application
- Executive Summary - Chart on Incremental Growth
- Executive Summary - Data Table on Incremental Growth
- Executive Summary - Chart on Company Market Positioning
2 Technavio Analysis
- 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- 2.2 Criticality of inputs and Factors of differentiation
- 2.3 Factors of disruption
- 2.4 Impact of drivers and challenges
3 Market Landscape
- 3.1 Market ecosystem
- 3.2 Market characteristics
- 3.3 Value chain analysis
4 Market Sizing
- 4.1 Market definition
- 4.2 Market segment analysis
- Market segments
- 4.3 Market size 2024
- 4.4 Market outlook: Forecast for 2024-2029
5 Historic Market Size
- 5.1 Global AI Training Dataset In Healthcare Market 2019 - 2023
- Historic Market Size - Data Table on Global AI Training Dataset In Healthcare Market 2019 - 2023 ($ million)
- 5.2 Type segment analysis 2019 - 2023
- Historic Market Size - Type Segment 2019 - 2023 ($ million)
- 5.3 Component segment analysis 2019 - 2023
- Historic Market Size - Component Segment 2019 - 2023 ($ million)
- 5.4 Application segment analysis 2019 - 2023
- Historic Market Size - Application Segment 2019 - 2023 ($ million)
- 5.5 Geography segment analysis 2019 - 2023
- Historic Market Size - Geography Segment 2019 - 2023 ($ million)
- 5.6 Country segment analysis 2019 - 2023
- Historic Market Size - Country Segment 2019 - 2023 ($ million)
6 Five Forces Analysis
- 6.1 Five forces summary
- Five forces analysis - Comparison between 2024 and 2029
- 6.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2024 and 2029
- 6.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2024 and 2029
- 6.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2024 and 2029
- 6.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2024 and 2029
- 6.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2024 and 2029
- 6.7 Market condition
7 Market Segmentation by Type
- 7.1 Market segments
- 7.2 Comparison by Type
- 7.3 Image - Market size and forecast 2024-2029
- 7.4 Text - Market size and forecast 2024-2029
- 7.5 Others - Market size and forecast 2024-2029
- 7.6 Market opportunity by Type
- Market opportunity by Type ($ million)
8 Market Segmentation by Component
- 8.1 Market segments
- 8.2 Comparison by Component
- 8.3 Software - Market size and forecast 2024-2029
- 8.4 Services - Market size and forecast 2024-2029
- 8.5 Market opportunity by Component
- Market opportunity by Component ($ million)
9 Market Segmentation by Application
- 9.1 Market segments
- 9.2 Comparison by Application
- 9.3 Medical imaging - Market size and forecast 2024-2029
- 9.4 Electronic health records - Market size and forecast 2024-2029
- 9.5 Wearable devices - Market size and forecast 2024-2029
- 9.6 Telemedicine - Market size and forecast 2024-2029
- 9.7 Others - Market size and forecast 2024-2029
- 9.8 Market opportunity by Application
- Market opportunity by Application ($ million)
10 Customer Landscape
- 10.1 Customer landscape overview
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
11 Geographic Landscape
- 11.1 Geographic segmentation
- 11.2 Geographic comparison
- 11.3 North America - Market size and forecast 2024-2029
- 11.3.1 US - Market size and forecast 2024-2029
- 11.3.2 Canada - Market size and forecast 2024-2029
- 11.3.3 Mexico - Market size and forecast 2024-2029
- 11.4 Europe - Market size and forecast 2024-2029
- 11.4.1 Germany - Market size and forecast 2024-2029
- 11.4.2 UK - Market size and forecast 2024-2029
- 11.4.3 France - Market size and forecast 2024-2029
- 11.4.4 Italy - Market size and forecast 2024-2029
- 11.4.5 The Netherlands - Market size and forecast 2024-2029
- 11.4.6 Spain - Market size and forecast 2024-2029
- 11.5 APAC - Market size and forecast 2024-2029
- 11.5.1 China - Market size and forecast 2024-2029
- 11.5.2 Japan - Market size and forecast 2024-2029
- 11.5.3 India - Market size and forecast 2024-2029
- 11.5.4 South Korea - Market size and forecast 2024-2029
- 11.5.5 Australia - Market size and forecast 2024-2029
- 11.5.6 Indonesia - Market size and forecast 2024-2029
- 11.6 South America - Market size and forecast 2024-2029
- 11.6.1 Brazil - Market size and forecast 2024-2029
- 11.6.2 Argentina - Market size and forecast 2024-2029
- 11.6.3 Colombia - Market size and forecast 2024-2029
- 11.7 Middle East and Africa - Market size and forecast 2024-2029
- 11.7.1 Saudi Arabia - Market size and forecast 2024-2029
- 11.7.2 UAE - Market size and forecast 2024-2029
- 11.7.3 South Africa - Market size and forecast 2024-2029
- 11.7.4 Israel - Market size and forecast 2024-2029
- 11.7.5 Turkey - Market size and forecast 2024-2029
- 11.8 Market opportunity by geography
- Market opportunity by geography ($ million)
- Data Tables on Market opportunity by geography ($ million)
12 Drivers, Challenges, and Opportunity
- 12.1 Market drivers
- Surging adoption of artificial intelligence and machine learning in healthcare
- Explosive growth in healthcare data volume and variety
- Growing demand for personalized medicine and precision health
- 12.2 Market challenges
- Stringent data privacy, security, and complex regulatory compliance
- Poor data quality, lack of interoperability, and standardization
- High cost and scarcity of high-quality, expertly annotated data
- 12.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
- 12.4 Market opportunities
- Increasing adoption of synthetic data generation to overcome privacy and scarcity hurdles
- Strategic shift towards multimodal datasets and foundation models
- Emergence of federated learning and data-centric AI platforms
13 Competitive Landscape
- 13.1 Overview
- 13.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
- 13.3 Landscape disruption
- Overview on factors of disruption
- 13.4 Industry risks
- Impact of key risks on business
14 Competitive Analysis
- 14.1 Companies profiled
- Companies covered
- 14.2 Company ranking index
- Company ranking index
- 14.3 Market positioning of companies
- Matrix on companies position and classification
- 14.4 ALEGION
- ALEGION - Overview
- ALEGION - Product / Service
- ALEGION - Key offerings
- SWOT
- 14.5 Amazon Web Services Inc.
- Amazon Web Services Inc. - Overview
- Amazon Web Services Inc. - Product / Service
- Amazon Web Services Inc. - Key news
- Amazon Web Services Inc. - Key offerings
- SWOT
- 14.6 APPEN Ltd.
- APPEN Ltd. - Overview
- APPEN Ltd. - Product / Service
- APPEN Ltd. - Key offerings
- SWOT
- 14.7 BioMind
- BioMind - Overview
- BioMind - Product / Service
- BioMind - Key offerings
- SWOT
- 14.8 CloudMedx Inc.
- CloudMedx Inc. - Overview
- CloudMedx Inc. - Product / Service
- CloudMedx Inc. - Key offerings
- SWOT
- 14.9 Cogito Tech LLC
- Cogito Tech LLC - Overview
- Cogito Tech LLC - Product / Service
- Cogito Tech LLC - Key offerings
- SWOT
- 14.10 Google Cloud
- Google Cloud - Overview
- Google Cloud - Product / Service
- Google Cloud - Key offerings
- SWOT
- 14.11 Health Catalyst Inc.
- Health Catalyst Inc. - Overview
- Health Catalyst Inc. - Business segments
- Health Catalyst Inc. - Key offerings
- Health Catalyst Inc. - Segment focus
- SWOT
- 14.12 IBM Corp.
- IBM Corp. - Overview
- IBM Corp. - Business segments
- IBM Corp. - Key news
- IBM Corp. - Key offerings
- IBM Corp. - Segment focus
- SWOT
- 14.13 MDClone Ltd.
- MDClone Ltd. - Overview
- MDClone Ltd. - Product / Service
- MDClone Ltd. - Key offerings
- SWOT
- 14.14 Microsoft Corp.
- Microsoft Corp. - Overview
- Microsoft Corp. - Business segments
- Microsoft Corp. - Key news
- Microsoft Corp. - Key offerings
- Microsoft Corp. - Segment focus
- SWOT
- 14.15 PathAI Inc.
- PathAI Inc. - Overview
- PathAI Inc. - Product / Service
- PathAI Inc. - Key offerings
- SWOT
- 14.16 Scale
- Scale - Overview
- Scale - Product / Service
- Scale - Key offerings
- SWOT
- 14.17 Syntegra Services
- Syntegra Services - Overview
- Syntegra Services - Product / Service
- Syntegra Services - Key offerings
- SWOT
- 14.18 Tempus Labs Inc.
- Tempus Labs Inc. - Overview
- Tempus Labs Inc. - Product / Service
- Tempus Labs Inc. - Key offerings
- SWOT
15 Appendix
- 15.1 Scope of the report
- Market definition
- Objectives
- Notes and caveats
- 15.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
- 15.3 Currency conversion rates for US$
- Currency conversion rates for US$
- 15.4 Research methodology
- Research methodology
- 15.5 Data procurement
- Information sources
- 15.6 Data validation
- Data validation
- 15.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
- 15.8 Data synthesis
- Data synthesis
- 15.9 360 degree market analysis
- 360 degree market analysis
- 15.10 List of abbreviations
- List of abbreviations
