Appendix III. Research Generating Biological Data for AI Training
1. Human Cell Atlas: Creates comprehensive maps of human cells to understand health and disease.
AI Use: Provides data for AI models to identify cell types and detect diseases.
Human Cell Atlas https://www.humancellatlas.org
2. UK Biobank: Studies genetic and health information from 500,000 participants.
AI Use: Trains AI to predict disease risk and develop personalized medicine.
UK Biobank https://www.ukbiobank.ac.uk
3. The Cancer Genome Atlas (TCGA): Compiles genomic data on various cancers.
AI Use: Enables AI to identify cancer subtypes and predict outcomes.
The Cancer Genome
https://www.cancer.gov/about-nci/organization/ccg/research/structural-genomics/tcga
4. All of Us Research Program: Collects diverse health data from over one million U.S. participants.
AI Use: Helps AI understand health disparities and advance precision medicine.
All of Us Research Program https://allofus.nih.gov
5. SPARC Initiative: Studies the peripheral nervous system's role in organ function and disease.
AI Use: Provides data for AI models in neuromodulation therapies.
SPARC Initiativehttps://commonfund.nih.gov/sparc