Comparison of Machine Learning Algorithms for Predicting Hospital Readmissions and Worsening Heart Failure Events in Patients With Heart Failure With Reduced Ejection Fraction: Modeling Study

BACKGROUND: Heart failure (HF) is highly prevalent in the United States. Approximately one-third to one-half of HF cases are categorized as HF with reduced ejection fraction (HFrEF). Patients with HFrEF are at risk of worsening HF, have a high risk of adverse outcomes, and experience higher health c...

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Detalles Bibliográficos
Autores principales: Ru, Boshu, Tan, Xi, Liu, Yu, Kannapur, Kartik, Ramanan, Dheepan, Kessler, Garin, Lautsch, Dominik, Fonarow, Gregg
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2023
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10152335/
https://www.ncbi.nlm.nih.gov/pubmed/37067873
http://dx.doi.org/10.2196/41775

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