Exploiting EHRs using natural language processing to enable research in emergency medicine: a protocol for a study on hospitalization rates

Increasing demands on emergency departments (EDs) call for optimized decision-making processes to improve patient outcomes and resource allocation. Overcrowding is a significant issue, and the propensity of EDs to hospitalize patients is a key contributing factor to limiting in-patient bed availabil...

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Principais autores:	Vicky Rubini, Franco Aprà, Giulia Irene Ghilardi, Jacek Górka, Katarina Hricova, Isaac John, Zora Lazúrová, Peter Mitro, Giovanni Nattino, George Notas, Chiara Pandolfini, Giovanni Porta, Gregor Prosen, Pankaj Sharma, Matej Strnad, Guido Bertolini
פורמט:	Artigo
שפה:	Inglês
יצא לאור:	Frontiers Media S.A. 2025-09-01
סדרה:	Frontiers in Disaster and Emergency Medicine
נושאים:	electronic health records hospital emergency service hospitalization patient discharge quality of healthcare statistical model
גישה מקוונת:	https://www.frontiersin.org/articles/10.3389/femer.2025.1558444/full
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