Generative Adversarial Networks for Modeling Clinical Biomarker Profiles with Race/Ethnicity.

Rahul NairDeen Dayal MohanSandra FrankSrirangaraj SetlurVenugopal GovindarajuMurali Ramanathan

Published in: British journal of clinical pharmacology (2022)

GAN are a promising AI approach for generating virtual patient data with realistic biomarker distributions for under-represented race/ethnicity groups.

Keyphrases

artificial intelligence
case report
electronic health record
big data
machine learning
monte carlo