AI Training Dataset In Healthcare Market Size, Share & Trends Analysis Report By Model (Image/Video, Text), By Dataset Type (Medical Imaging, Telemedicine, Electronic Health Records, Wearable Devices), By Region, And Segment Forecasts, 2025 - 2030

AI Training Dataset In Healthcare Market Size, Share & Trends Analysis Report By Model (Image/Video, Text), By Dataset Type (Medical Imaging, Telemedicine, Electronic Health Records, Wearable Devices), By Region, And Segment Forecasts, 2025 - 2030


AI Training Dataset In Healthcare Market Growth & Trends

The global AI training dataset in healthcare market size is expected to reach USD 1.47 billion by 2030, registering a CAGR of 22.9% from 2025 to 2030, according to a new report by Grand View Research, Inc. Utilizing clinical notes and electronic health records for artificial intelligence (AI) training is another noteworthy trend. As healthcare institutions digitize patient records and clinical notes, these textual data sources provide valuable insights for AI models. Researchers and healthcare companies are building large-scale datasets to train natural language processing (NLP) algorithms. These AI models can extract valuable information from medical records, aiding clinical decision support, disease tracking, and predictive analytics.

The pharmaceutical industry is increasingly harnessing AI training datasets to accelerate drug discovery. This trend involves compiling comprehensive datasets of chemical compounds, molecular structures, and biological interactions. AI models trained on these datasets can identify potential drug candidates, predict their efficacy, and optimize drug development processes. This trend is revolutionizing the drug discovery pipeline, making it more efficient and cost-effective.

One of the prominent trends in healthcare AI training datasets is the continuous expansion of medical imaging datasets. With advancements in medical imaging technologies such as MRI, CT scans, and ultrasound, healthcare organizations generate massive volumes of image data. This trend involves creating extensive datasets for early cancer detection, organ segmentation, and pathology analysis tasks. The growing availability of diverse and labeled medical images drives thedevelopment of more accurate diagnostic AI models.

In North America, a prominent trend in using AI training datasets in healthcare is a strong focus on collaboration and data sharing among healthcare institutions, research organizations, and technology companies. This trend is driven by the need to compile comprehensive and diverse datasets while complying with stringent data privacy regulations such as HIPAA in the U.S. and PIPEDA in Canada. To overcome the challenges of accessing and using sensitive patient data, stakeholders are forming partnerships and implementing advanced data anonymization techniques. This collaborative approach accelerates the development of AI models for medical research, diagnosis, and treatment in the North American healthcare sector while ensuring patient privacy and data security.

AI Training Dataset In Healthcare Market Report Highlights
  • Image/video dominated the market in 2024 with a market share of 43.2% due to the increasing demand for AI-powered solutions in medical imaging, diagnostic tools, and treatment planning.
  • Text is also gaining traction in the market, particularly in analyzing electronic health records (EHRs), clinical notes, and medical literature.
  • Medical Imaging has achieved a dominant position in 2024, driven by the increasing demand for AI-driven diagnostic tools and advancements in imaging technologies.
  • North America leads the global AI training dataset in the healthcare market, accounting for a leading share of 36.0% in 2024.
Please note The report will be delivered in 4-8 business days upon order notification.


Chapter 1. Methodology and Scope
1.1. Market Segmentation & Scope
1.2. Market Definition
1.3. Information Procurement
1.3.1. Purchased Database
1.3.2. GVR’s Internal Database
1.3.3. Secondary Sources & Third-Party Perspectives
1.3.4. Primary Research
1.4. Information Analysis
1.4.1. Data Analysis Models
1.5. Market Formulation & Data Visualization
1.6. Data Validation & Publishing
Chapter 2. Executive Summary
2.1. Market Insights
2.2. Segmental Outlook
2.3. Competitive Outlook
Chapter 3. AI Training Dataset In Healthcare Market Variables, Trends & Scope
3.1. Global AI Training Dataset In Healthcare Market Outlook
3.2. Industry Value Chain Analysis
3.3. Market Dynamics
3.3.1. Market Driver Analysis
3.3.2. Market Restraint Analysis
3.3.3. Industry Challenges
3.4. Porter’s Five Forces Analysis
3.4.1. Supplier Power
3.4.2. Buyer Power
3.4.3. Substitution Threat
3.4.4. Threat from New Entrant
3.4.5. Competitive Rivalry
3.5. PESTEL Analysis
3.5.1. Political Landscape
3.5.2. Economic Landscape
3.5.3. Social Landscape
3.5.4. Technological Landscape
3.5.5. Environmental Landscape
3.5.6. Legal Landscape
Chapter 4. AI Training Dataset In Healthcare Market: Model Estimates & Forecasts
4.1. AI Training Dataset In Healthcare Market: Model Movement Analysis, 2024 & 2030
4.1.1. Text
4.1.1.1. Text Market estimates and forecast, 2018 - 2030 (USD Million)
4.1.2. Image/Video
4.1.2.1. Image/Video Market estimates and forecast, 2018 - 2030 (USD Million)
4.1.3. Others
4.1.3.1. Others Market estimates and forecast, 2018 - 2030 (USD Million)
Chapter 5. AI Training Dataset In Healthcare Market: Dataset Type Outlook Estimates & Forecasts
5.1. AI Training Dataset In Healthcare Market: Dataset Type Movement Analysis, 2024 & 2030
5.1.1. Electronic Health Records
5.1.1.1. Electronic Health Records Market estimates and forecast, 2018 - 2030 (USD Million)
5.1.2. Medical Imaging
5.1.2.1. Medical Imaging Market estimates and forecast, 2018 - 2030 (USD Million)
5.1.3. Wearable Devices
5.1.3.1. Wearable Devices Market estimates and forecast, 2018 - 2030 (USD Million)
5.1.4. Telemedicine
5.1.4.1. Telemedicine Market estimates and forecast, 2018 - 2030 (USD Million)
5.1.5. Others
5.1.5.1. Others Market estimates and forecast, 2018 - 2030 (USD Million)
Chapter 6. AI Training Dataset In Healthcare Market: Regional Estimates & Trend Analysis
6.1. AI Training Dataset In Healthcare Market Share, By Region, 2024 & 2030 (USD Million)
6.2. North America
6.2.1. North America AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.2.1.1. North America AI Training Dataset In Healthcare Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
6.2.1.2. North America AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
6.2.1.3. North America AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
6.2.2. U.S.
6.2.2.1. U.S. AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.2.2.2. U.S. AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
6.2.2.3. U.S. AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
6.2.3. Canada
6.2.3.1. Canada AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.2.3.2. Canada AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
6.2.3.3. Canada AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
6.2.4. Mexico
6.2.4.1. Mexico AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.2.4.2. Mexico AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
6.2.4.3. Mexico AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
6.3. Europe
6.3.1. Europe AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.3.1.1. Europe AI Training Dataset In Healthcare Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
6.3.1.2. Europe AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
6.3.1.3. Europe AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
6.3.2. UK
6.3.2.1. UK AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.3.2.2. UK AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
6.3.2.3. UK AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
6.3.3. Germany
6.3.3.1. Germany AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.3.3.2. Germany AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
6.3.3.3. Germany AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
6.3.4. France
6.3.4.1. France AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.3.4.2. France AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
6.3.4.3. France AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
6.4. Asia Pacific
6.4.1. Asia Pacific AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.4.1.1. Asia Pacific AI Training Dataset In Healthcare Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
6.4.1.2. Asia Pacific AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
6.4.1.3. Asia Pacific AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
6.4.2. China
6.4.2.1. China AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.4.2.2. China AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
6.4.2.3. China AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
6.4.3. Japan
6.4.3.1. Japan AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.4.3.2. Japan AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
6.4.3.3. Japan AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
6.4.4. India
6.4.4.1. India AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.4.4.2. India AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
6.4.4.3. India AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
6.4.5. South Korea
6.4.5.1. South Korea AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.4.5.2. Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
6.4.5.3. South Korea AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
6.4.6. Australia
6.4.6.1. Australia AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.4.6.2. Australia AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
6.4.6.3. Australia AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
6.5. Latin America
6.5.1. Latin America AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.5.1.1. Latin America AI Training Dataset In Healthcare Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
6.5.1.2. Latin America AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
6.5.1.3. Latin America AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
6.5.2. Brazil
6.5.2.1. Brazil AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.5.2.2. Brazil AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
6.5.2.3. Brazil AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
6.6. Middle East and Africa
6.6.1. Middle East and Africa AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.6.1.1. Middle East and Africa AI Training Dataset In Healthcare Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
6.6.1.2. Middle East and Africa AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
6.6.1.3. Middle East and Africa AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
6.6.2. UAE
6.6.2.1. UAE AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.6.2.2. UAE AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
6.6.2.3. UAE AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
6.6.3. KSA
6.6.3.1. KSA AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.6.3.2. KSA AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
6.6.3.3. KSA AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
6.6.4. South Africa
6.6.4.1. South Africa AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
6.6.4.2. South Africa AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
6.6.4.3. South Africa AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
Chapter 7. Competitive Landscape
7.1. Recent Developments & Impact Analysis, By Key Market Participants
7.2. Vendor Landscape
7.2.1. Company categorization
7.2.2. List of Key Distributors and channel Partners
7.2.3. List of Potential Customers/Listing
7.3. Competitive Dynamics
7.3.1. Competitive Benchmarking
7.3.2. Strategy Mapping
7.3.3. Heat Map Analysis
7.4. Company Profiles/Listing
7.4.1. Alegion
7.4.1.1. Participant’s overview
7.4.1.2. Financial performance
7.4.1.3. Model benchmarking
7.4.1.4. Strategic initiatives
7.4.2. Amazon Web Services, Inc
7.4.2.1. Participant’s overview
7.4.2.2. Financial performance
7.4.2.3. Model benchmarking
7.4.2.4. Strategic initiatives
7.4.3. Appen Limited
7.4.3.1. Participant’s overview
7.4.3.2. Financial performance
7.4.3.3. Model benchmarking
7.4.3.4. Strategic initiatives
7.4.4. Cogito Tech LLC
7.4.4.1. Participant’s overview
7.4.4.2. Financial performance
7.4.4.3. Model benchmarking
7.4.4.4. Strategic initiatives
7.4.5. Deep Vision Data
7.4.5.1. Participant’s overview
7.4.5.2. Financial performance
7.4.5.3. Model benchmarking
7.4.5.4. Strategic initiatives
7.4.6. Google, LLC (Kaggle)
7.4.6.1. Participant’s overview
7.4.6.2. Financial performance
7.4.6.3. Model benchmarking
7.4.6.4. Strategic initiatives
7.4.7. Lionbridge Technologies, Inc.
7.4.7.1. Participant’s overview
7.4.7.2. Financial performance
7.4.7.3. Model benchmarking
7.4.7.4. Strategic initiatives
7.4.8. Microsoft Corporation
7.4.8.1. Participant’s overview
7.4.8.2. Financial performance
7.4.8.3. Model benchmarking
7.4.8.4. Strategic initiatives
7.4.9. Samasource Inc.
7.4.9.1. Participant’s overview
7.4.9.2. Financial performance
7.4.9.3. Model benchmarking
7.4.9.4. Strategic initiatives
7.4.10. Scale AI, Inc.
7.4.10.1. Participant’s overview
7.4.10.2. Financial performance
7.4.10.3. Model benchmarking
7.4.10.4. Strategic initiatives

Download our eBook: How to Succeed Using Market Research

Learn how to effectively navigate the market research process to help guide your organization on the journey to success.

Download eBook
Cookie Settings