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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
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  Data: <searchLink fieldCode="AU" term="%22Visco+V%22">Visco V</searchLink>; Department of Medicine, Surgery and Dentistry, University of Salerno, Via S. Allende, Baronissi (SA), 84081, Italy.<br /><searchLink fieldCode="AU" term="%22Robustelli+A%22">Robustelli A</searchLink>; Department of Computer Science, University of Salerno, Via Giovanni Paolo II, 132, Fisciano (SA), 84084, Italy.<br /><searchLink fieldCode="AU" term="%22Loria+F%22">Loria F</searchLink>; Department of Medicine, Surgery and Dentistry, University of Salerno, Via S. Allende, Baronissi (SA), 84081, Italy.<br /><searchLink fieldCode="AU" term="%22Rispoli+A%22">Rispoli A</searchLink>; University Hospital San Giovanni di Dio e Ruggi d'Aragona, Largo Città Ippocrate, Salerno, 84131, Italy.<br /><searchLink fieldCode="AU" term="%22Palmieri+F%22">Palmieri F</searchLink>; Department of Medicine, Surgery and Dentistry, University of Salerno, Via S. Allende, Baronissi (SA), 84081, Italy.<br /><searchLink fieldCode="AU" term="%22Bramanti+A%22">Bramanti A</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Carrizzo+A%22">Carrizzo A</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Vecchione+C%22">Vecchione C</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Palmieri+F%22">Palmieri F</searchLink>; Department of Computer Science, University of Salerno, Via Giovanni Paolo II, 132, Fisciano (SA), 84084, Italy.<br /><searchLink fieldCode="AU" term="%22Ciccarelli+M%22">Ciccarelli M</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22D'Angelo+G%22">D'Angelo G</searchLink>; Department of Computer Science, University of Salerno, Via Giovanni Paolo II, 132, Fisciano (SA), 84084, Italy. Electronic address: giadangelo@unisa.it.
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              Text: 2024 Nov
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