Towards cross-application model-agnostic federated cohort discovery.

Nicholas J DobbinsMichele MorrisEugene SadhuDouglas MacFaddenMarc-Danie NazaireWilliam SimonsGriffin WeberShawn MurphyShyam Visweswaran

Published in: Journal of the American Medical Informatics Association : JAMIA (2024)

Our results support that cohort discovery applications such as Leaf and SHRINE can interoperate in federated data networks with heterogeneous data models.

Keyphrases

small molecule
electronic health record
big data
machine learning