AI Training Dataset In Healthcare Market To Reach $1.47 Billion By 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.

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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.

AI Training Dataset In Healthcare Market Segmentation

Grand View Research has segmented global AI training dataset in healthcare market report based on model, dataset type, and region:

AI Training Dataset In Healthcare Model Outlook (Revenue, USD Million, 2018 - 2030)

• Text

• Image/Video

• Others

AI Training Dataset In Healthcare Dataset Type Outlook (Revenue, USD Million, 2018 - 2030)

• Electronic Health Records

• Medical Imaging

• Wearable Devices

• Telemedicine

• Others

AI Training Dataset In Healthcare Regional Outlook (Revenue, USD Million, 2018 - 2030)

• North America

  • U.S.

  • Canada

  • Mexico

• Europe

  • UK

  • Germany

  • France

• Asia Pacific

  • China

  • Japan

  • India

  • Australia

  • South Korea

• Latin America

  • Brazil

• Middle East & Africa (MEA)

  • KSA

  • UAE

  • South Africa

List of Key Players in the AI Training Dataset In Healthcare Market

• Alegion

• Amazon Web Services, Inc

• Appen Limited

• Cogito Tech LLC

• Deep Vision Data

• Google, LLC (Kaggle)

• Lionbridge Technologies, Inc.

• Microsoft Corporation

• Samasource Inc.

• Scale AI, Inc.