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Predicting mortality and hospitalization in heart failure using machine learning: A systematic literature review

OBJECTIVE: The partnership between humans and machines can enhance clinical decisions accuracy, leading to improved patient outcomes. Despite this, the application of machine learning techniques in the healthcare sector, particularly in guiding heart failure patient management, remains unpopular. Th...

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Detalles Bibliográficos
Autores principales: Mpanya, Dineo, Celik, Turgay, Klug, Eric, Ntsinjana, Hopewell
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8065274/
https://www.ncbi.nlm.nih.gov/pubmed/33912652
http://dx.doi.org/10.1016/j.ijcha.2021.100773