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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Ngā taipitopito rārangi puna kōrero

Ngā kaituhi matua:	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
Hōputu:	Artigo
Reo:	Inglês
I whakaputaina:	Frontiers Media S.A. 2025-09-01
Rangatū:	Frontiers in Disaster and Emergency Medicine
Ngā marau:	electronic health records hospital emergency service hospitalization patient discharge quality of healthcare statistical model
Urunga tuihono:	https://www.frontiersin.org/articles/10.3389/femer.2025.1558444/full
Ngā Tūtohu:	Tāpirihia he Tūtohu Kāore He Tūtohu, Me noho koe te mea tuatahi ki te tūtohu i tēnei pūkete!