Predictive modeling for 14-day unplanned hospital readmission risk by using machine learning algorithms.

Lo, Yu-Tai; Liao, Jay Chiehen; Chen, Mei-Hua; Chang, Chia-Ming; Li, Cheng-Te

Lo, Yu-Tai; Liao, Jay Chiehen; Chen, Mei-Hua; Chang, Chia-Ming; Li, Cheng-Te.

Afiliación

Lo YT; Department of Geriatrics and Gerontology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan (R.O.C.).
Liao JC; Institute of Data Science, National Cheng Kung University, No. 1, University Road, Tainan City 701, Taiwan (R.O.C.).
Chen MH; Department of Geriatrics and Gerontology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan (R.O.C.).
Chang CM; Department of Geriatrics and Gerontology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan (R.O.C.).
Li CT; Department of Medicine and Institute of Gerontology, College of Medicine, National Cheng Kung University, Tainan, Taiwan (R.O.C.).

BMC Med Inform Decis Mak ; 21(1): 288, 2021 10 20.

Article en En | MEDLINE | ID: mdl-34670553

Asunto(s)

Aprendizaje Automático; Readmisión del Paciente; Adulto; Anciano; Algoritmos; Humanos; Persona de Mediana Edad; Estudios Retrospectivos; Factores de Riesgo

Palabras clave

Discharge planning; Healthcare quality indicators; Machine learning; Risk prediction model; Unplanned readmission

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Readmisión del Paciente / Aprendizaje Automático Tipo de estudio: Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Adult / Aged / Humans / Middle aged Idioma: En Revista: BMC Med Inform Decis Mak Asunto de la revista: INFORMATICA MEDICA Año: 2021 Tipo del documento: Article

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