AI4HData
One dashboard for healthcare AI: new research papers, AI models, medical datasets, FDA regulatory updates and industry news.
Visit ai4hdata.com
What AI4HData is
Healthcare AI moves across several places at once. New methods appear on arXiv and PubMed, models are released on model hubs, datasets are published by hospitals and consortia, and the rules that decide what can be used in a clinic come from regulators like the FDA. Keeping up means watching all of them.
AI4HData brings these together. It collects new items from each source, sorts them into four streams (research papers, AI models, datasets and regulatory updates) and shows them on a single dashboard, with a running news feed from university and industry sources.
It is the same approach DATAMETA LAB took with the Top 2% list: take scattered, hard-to-use information, organise it, and make it searchable.
Key features
Research papers
New healthcare AI research collected from PubMed and arXiv, with highlights picked out on the dashboard.
AI models
A catalogue of medical and clinical AI models, from imaging classifiers to large medical language models.
Medical datasets
Clinical, imaging and multimodal datasets for training and evaluating models, each with a short description and a link to its source.
Regulatory updates
FDA and compliance items that affect how AI can be used in clinical settings.
Healthcare AI news
A feed of stories from sources including MIT, Stanford, Harvard, Google Health, Healthcare IT News and News Medical.
Member updates
Subscribers get a weekly email digest, priority notifications and early access to new features.
Who it is for
Clinical and health-data researchers. Keeping track of new methods, models and datasets in their area.
Health-tech teams. Watching the regulatory picture and spotting models and datasets to build on.
Students. Getting a map of the field before choosing a project or thesis topic.
How to use it
- 1
Open ai4hdata.com. The dashboard shows the latest item in each stream.
- 2
Use the Research, AI Models, Regulatory and Datasets tabs to browse a single stream in full.
- 3
Subscribe for the weekly email digest.
Frequently asked questions
Where does AI4HData's content come from?
From public sources: PubMed and arXiv for research, public model and dataset repositories, FDA announcements, and university and industry news outlets. Each item links back to its original source.
Is AI4HData medical advice?
No. It is a research and news aggregator. It links to primary sources and does not give clinical recommendations.