Interpretable prediction of 3-year all-cause mortality in patients with chronic heart failure based on machine learning

BACKGROUND: The goal of this study was to assess the effectiveness of machine learning models and create an interpretable machine learning model that adequately explained 3-year all-cause mortality in patients with chronic heart failure. METHODS: The data in this paper were selected from patients wi...

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Detalles Bibliográficos
Autores principales: Xu, Chenggong, Li, Hongxia, Yang, Jianping, Peng, Yunzhu, Cai, Hongyan, Zhou, Jing, Gu, Wenyi, Chen, Lixing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10662001/
https://www.ncbi.nlm.nih.gov/pubmed/37985996
http://dx.doi.org/10.1186/s12911-023-02371-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10662001/
https://www.ncbi.nlm.nih.gov/pubmed/37985996
http://dx.doi.org/10.1186/s12911-023-02371-5

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