Prediction of COVID-19 Patients' Emergency Room Revisit using Multi-Source Transfer Learning

Yuelyu Ji1, Yuhe Gao2, Runxue Bao3

  • 1Department of Information Science, School of Computing and Information, University of Pittsburgh, Pittsburgh,USA.

Proceedings. IEEE International Conference on Healthcare Informatics
|March 15, 2024
PubMed
Summary

Identifying COVID-19 patients likely to revisit the emergency room (ER) is crucial. A new deep transfer learning model, Multi-DANN, effectively predicts 7-day ER revisits using Electronic Health Records (EHRs).