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Application of a machine learning model for early prediction of in-hospital cardiac arrests: Retrospective observational cohort study.

Autor: Socias Crespí L; Intensive Care Department, Son Llàtzer University Hospital, Crta. Manacor Km 4, 07198, Palma, Spain; Department of Medicine, Faculty of Medicine, University of the Balearic Islands, Crta. Valldemossa Km. 7.5, Palma, Spain; Group of Critic Patient, Health Research Institute of the Balearic Islands (IdISBa), 07198, Palma, Spain. Electronic address: lsocias@hsll.es., Gutiérrez Madroñal L; Intensive Care Department, Son Llàtzer University Hospital, Crta. Manacor Km 4, 07198, Palma, Spain; Department of Medicine, Faculty of Medicine, University of the Balearic Islands, Crta. Valldemossa Km. 7.5, Palma, Spain; Research Unit, Son Llàtzer University Hospital, Crta. Manacor Km 4, 07198, Palma, Spain., Fiorella Sarubbo M; Research Unit, Son Llàtzer University Hospital, Crta. Manacor Km 4, 07198, Palma, Spain; Department of Biology, Faculty of Science, University of the Balearic Islands, Crta. Valldemossa Km. 7.5, Palma, Spain., Borges-Sa M; Intensive Care Department, Son Llàtzer University Hospital, Crta. Manacor Km 4, 07198, Palma, Spain; Department of Medicine, Faculty of Medicine, University of the Balearic Islands, Crta. Valldemossa Km. 7.5, Palma, Spain., Serrano García A; Knowledge Engineering Institute, Universidad Autónoma de Madrid, Madrid, Spain., López Ramos D; Knowledge Engineering Institute, Universidad Autónoma de Madrid, Madrid, Spain., Pruenza Garcia-Hinojosa C; Knowledge Engineering Institute, Universidad Autónoma de Madrid, Madrid, Spain., Martin Garijo E; Knowledge Engineering Institute, Universidad Autónoma de Madrid, Madrid, Spain.

Publikováno v: Medicina intensiva [Med Intensiva (Engl Ed)] 2024 Aug 29. Date of Electronic Publication: 2024 Aug 29.