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Predicting mortality and re-hospitalization for heart failure: a machine-learning and cluster analysis on frailty and comorbidity.
Okoye, Chukwuma; Mazzarone, Tessa; Niccolai, Filippo; Bencivenga, Leonardo; Pescatore, Giulia; Bianco, Maria Giovanna; Guerrini, Cinzia; Giusti, Andrea; Guarino, Daniela; Virdis, Agostino.
Affiliation
  • Okoye C; Geriatrics Unit, Department of Clinical and Experimental Medicine, University of Pisa, Via Paradisa, 2, 56124, Pisa, Italy.
  • Mazzarone T; Department of Neurobiology, Care Sciences and Society, Department of Geriatrics Aging Research Center, Karolinska Institutet, Stockholm University, Stockholm, Sweden.
  • Niccolai F; School of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy.
  • Bencivenga L; Geriatrics Unit, Department of Clinical and Experimental Medicine, University of Pisa, Via Paradisa, 2, 56124, Pisa, Italy. tessa.mazzarone@phd.unipi.it.
  • Pescatore G; Geriatrics Unit, Department of Clinical and Experimental Medicine, University of Pisa, Via Paradisa, 2, 56124, Pisa, Italy.
  • Bianco MG; Department of Translational Medical Sciences, University of Naples Federico II, Naples, Italy.
  • Guerrini C; Geriatrics Unit, Department of Clinical and Experimental Medicine, University of Pisa, Via Paradisa, 2, 56124, Pisa, Italy.
  • Giusti A; Geriatrics Unit, Department of Clinical and Experimental Medicine, University of Pisa, Via Paradisa, 2, 56124, Pisa, Italy.
  • Guarino D; Geriatrics Unit, Department of Clinical and Experimental Medicine, University of Pisa, Via Paradisa, 2, 56124, Pisa, Italy.
  • Virdis A; Geriatrics Unit, Department of Clinical and Experimental Medicine, University of Pisa, Via Paradisa, 2, 56124, Pisa, Italy.
Aging Clin Exp Res ; 35(12): 2919-2928, 2023 Dec.
Article in En | MEDLINE | ID: mdl-37848804
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Frailty / Heart Failure Limits: Aged / Humans Language: En Journal: Aging Clin Exp Res Journal subject: GERIATRIA Year: 2023 Document type: Article Affiliation country: Italy Country of publication: Germany
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Frailty / Heart Failure Limits: Aged / Humans Language: En Journal: Aging Clin Exp Res Journal subject: GERIATRIA Year: 2023 Document type: Article Affiliation country: Italy Country of publication: Germany