A novel risk score predicting 30-day hospital re-admission of patients with acute stroke by machine learning model.

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作者： Giovanna,Mercurio ^[1] ; Benedetta,Gottardelli ^[2] ; Jacopo,Lenkowicz ^[3] ; Stefano,Patarnello ^[3] ; Simone,Bellavia ^[4] ; Irene,Scala ^[4] ; Pierandrea,Rizzo ^[4] ; Antonio Giulio,de Belvis ^[5] ; Anna Benedetta,Del Signore ^[6] ; Riccardo,Maviglia ^[1] ; Maria Grazia,Bocci ^[1] ; Alessandro,Olivi ^[4] ; Francesco,Franceschi ^[7] ; Andrea,Urbani ^[8] ; Paolo,Calabresi ^[4] ; Vincenzo,Valentini ^[9] ; Massimo,Antonelli ^[7] ; Giovanni,Frisullo ^[10]

作者单位： Department of Emergency Science, Anesthesiology and Intensive Care, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy. ^[1] Department of Diagnostic Imaging, Oncological Radiotherapy and Hematology, Università Cattolica del Sacro Cuore, Rome, Italy. ^[2] Gemelli Generator RWD, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy. ^[3] Department of Aging, Neurological, Orthopedic and Head and Neck Sciences, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.;Catholic University of Sacred Heart, Rome, Italy. ^[4] Department of Life Sciences and Public Health, Section of Hygiene, Università Cattolica del Sacro Cuore, Rome, Italy.;Clinical Pathways and Outcome Evaluation Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy. ^[5] Department of Emergency Science, Anesthesiology and Intensive Care, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.;Global Medical Department-Primary Care Unit, Angelini Pharma, Rome, Italy. ^[6] Department of Emergency Science, Anesthesiology and Intensive Care, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.;Catholic University of Sacred Heart, Rome, Italy. ^[7] Catholic University of Sacred Heart, Rome, Italy.;Department of Laboratory and Infectious Sciences, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy. ^[8] Department of Diagnostic Imaging, Oncological Radiotherapy and Hematology, Università Cattolica del Sacro Cuore, Rome, Italy.;Catholic University of Sacred Heart, Rome, Italy. ^[9] Department of Aging, Neurological, Orthopedic and Head and Neck Sciences, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy. ^[10]

关键词 brain hemorrhage discharge pathways re-admission risk score stroke

主题词人类(Humans);回顾性研究(Retrospective Studies);危险因素(Risk Factors);卒中(Stroke);医院(Hospitals)

DOI 10.1111/ene.16153

PMID 38015472

发布时间 2024-07-27

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