Deep learning to predict emergency department revisit using static and dynamic features (Deep Revisit): development and validation study
Our model significantly outperformed the static-only baseline. It demonstrates the effectiveness of multimodal clinical data fusion in improving ED revisit prediction and supporting clinical decision-making.
Authors
- Su-Yin Hsu
- Jin-Yuan Jhu
- Chu‐Lin Tsai (ORCID: https://orcid.org/0000-0003-4639-1513)
- Li‐Chen Fu (ORCID: https://orcid.org/0000-0002-6947-7646)
- Jinyao Gao
- Chien-Hua Huang
Institutions
- National Taiwan University (TW)
- National Taiwan University Hospital (TW)
Publication Details
- Journal
- BioData Mining
- Published
- 2025-12-20
- DOI
- https://doi.org/10.1186/s13040-025-00509-x
- Primary Topic
- Emergency and Acute Care Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00