An explainable model for predicting Worsening Heart Failure based on genetic programming.

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Title: An explainable model for predicting Worsening Heart Failure based on genetic programming.
Authors: Visco V; Department of Medicine, Surgery and Dentistry, University of Salerno, Via S. Allende, Baronissi (SA), 84081, Italy., Robustelli A; Department of Computer Science, University of Salerno, Via Giovanni Paolo II, 132, Fisciano (SA), 84084, Italy., Loria F; Department of Medicine, Surgery and Dentistry, University of Salerno, Via S. Allende, Baronissi (SA), 84081, Italy., Rispoli A; University Hospital San Giovanni di Dio e Ruggi d'Aragona, Largo Città Ippocrate, Salerno, 84131, Italy., Palmieri F; Department of Medicine, Surgery and Dentistry, University of Salerno, Via S. Allende, Baronissi (SA), 84081, Italy., Bramanti A; Department of Medicine, Surgery and Dentistry, University of Salerno, Via S. Allende, Baronissi (SA), 84081, Italy; University Hospital San Giovanni di Dio e Ruggi d'Aragona, Largo Città Ippocrate, Salerno, 84131, Italy., Carrizzo A; Department of Medicine, Surgery and Dentistry, University of Salerno, Via S. Allende, Baronissi (SA), 84081, Italy; Vascular Physiopathology Unit, IRCCS Neuromed Mediterranean Neurological Institute, Via Atinense, 18, Pozzilli (IS), 86077, Italy., Vecchione C; Department of Medicine, Surgery and Dentistry, University of Salerno, Via S. Allende, Baronissi (SA), 84081, Italy; University Hospital San Giovanni di Dio e Ruggi d'Aragona, Largo Città Ippocrate, Salerno, 84131, Italy; Vascular Physiopathology Unit, IRCCS Neuromed Mediterranean Neurological Institute, Via Atinense, 18, Pozzilli (IS), 86077, Italy., Palmieri F; Department of Computer Science, University of Salerno, Via Giovanni Paolo II, 132, Fisciano (SA), 84084, Italy., Ciccarelli M; Department of Medicine, Surgery and Dentistry, University of Salerno, Via S. Allende, Baronissi (SA), 84081, Italy; University Hospital San Giovanni di Dio e Ruggi d'Aragona, Largo Città Ippocrate, Salerno, 84131, Italy., D'Angelo G; Department of Computer Science, University of Salerno, Via Giovanni Paolo II, 132, Fisciano (SA), 84084, Italy. Electronic address: giadangelo@unisa.it.
Source: Computers in biology and medicine [Comput Biol Med] 2024 Nov; Vol. 182, pp. 109110. Date of Electronic Publication: 2024 Sep 06.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 1250250 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0534 (Electronic) Linking ISSN: 00104825 NLM ISO Abbreviation: Comput Biol Med Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1879-0534
DOI:10.1016/j.compbiomed.2024.109110