Generation of Patient After-Visit Summaries to Support Physicians

1 code implementation • COLING 2022 • Pengshan Cai, Fei Liu, Adarsha Bajracharya, Joe Sills, Alok Kapoor, Weisong Liu, Dan Berlowitz, David Levy, Richeek Pradhan, Hong Yu

Crucially, we introduce a feedback mechanism that alerts physicians when an automatic summary fails to capture the important details of the clinical notes or when it contains hallucinated facts that are potentially detrimental to the summary quality.

Management

Associations Between Natural Language Processing (NLP) Enriched Social Determinants of Health and Suicide Death among US Veterans

1 code implementation • 11 Dec 2022 • Avijit Mitra, Richeek Pradhan, Rachel D Melamed, Kun Chen, David C Hoaglin, Katherine L Tucker, Joel I Reisman, Zhichao Yang, Weisong Liu, Jack Tsai, Hong Yu

All SDOH, measured by structured data and NLP, were significantly associated with increased risk of suicide.