The clinical practice guidelines (CPGs) published by the European Society for Vascular Surgery (ESVS) span approximately 1100 pages whose simultaneous cross-referencing is impractical at the point of care. Unguarded large language models (LLMs) carry hallucination risk, motivating a guideline-locked design.
Author(s): Alexiou, Vangelis G, Vassiliou, Areti, Sumpio, Bauer E, Geroulakos, George, Kakkos, Stavros K
DOI: 10.1093/jamia/ocag178
Author(s): Lu, Andrew, Bakken, Suzanne
DOI: 10.1093/jamia/ocag175
To examine the associations of medical discrimination with hypertension (HTN) outcomes.
Author(s): Pepe, Vincent, Sharma, Yashika, Reading Turchioe, Meghan, Kronish, Ian M, Lim, Yu Zheng, Caceres, Billy A
DOI: 10.1093/jamia/ocag126
Cardiac surgeries are associated with a range of serious postoperative complications, and current predictive models often rely on static summaries of preoperative and intraoperative data compiled after the case. Such development limits their utility in real-time clinical settings. To address this challenge, we developed TE-Transformer, an end-to-end deep learning framework that continuously ingests heterogeneous electronic health record (EHR) data-including preoperative variables, high-frequency vital signs, medication administration records, and brief surgical [...]
Author(s): Zhu, Daoyi, Xue, Bing, Lu, Chenyang, Abraham, Joanna
DOI: 10.1093/jamia/ocag142
To demonstrate a replicable in-house framework for evaluating ambient digital scribe (ADS) systems and, applying it, to assess 3 commercial systems and examine alignment between clinician Likert ratings and a manual transcript-level error audit.
Author(s): Weiss, Everett, Zsenits, Balazs, Nasar, Farhad, Phillips, Matt, Mudgundi, Venugopal, Salhab, Tamer, Muth, Andrew, Zhu, Kaiwen, Kolosko, Joanna, Hansen, Sean, Bui, Quang Neo, Yaseen, Ahmad, Balboul, Mostafa, Lee, Jee, Nunez Isaac, Orlando Andres
DOI: 10.1093/jamia/ocag157