Considerations for health care institutions training large language models on electronic health records

no code implementations • 24 Aug 2023 • Weipeng Zhou, Danielle Bitterman, Majid Afshar, Timothy A. Miller

Large language models (LLMs) like ChatGPT have excited scientists across fields; in medicine, one source of excitement is the potential applications of LLMs trained on electronic health record (EHR) data.

Natural language processing to automatically extract the presence and severity of esophagitis in notes of patients undergoing radiotherapy

1 code implementation • 24 Mar 2023 • Shan Chen, Marco Guevara, Nicolas Ramirez, Arpi Murray, Jeremy L. Warner, Hugo JWL Aerts, Timothy A. Miller, Guergana K. Savova, Raymond H. Mak, Danielle S. Bitterman

We developed natural language processing (NLP) models to identify the presence and severity of esophagitis from notes of patients treated with thoracic RT.

Task 2