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.

Afiliação

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 em En | MEDLINE | ID: mdl-34670553

Assuntos

Aprendizado de Máquina; Readmissão do Paciente; Adulto; Idoso; Algoritmos; Humanos; Pessoa de Meia-Idade; Estudos Retrospectivos; Fatores de Risco

Palavras-chave

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

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Readmissão do Paciente / Aprendizado de Máquina Tipo de estudo: Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adult / Aged / Humans / Middle aged Idioma: En Revista: BMC Med Inform Decis Mak Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2021 Tipo de documento: Article

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