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Time-to-event prediction analysis of patients with chronic heart failure comorbid with atrial fibrillation: a LightGBM model

BACKGROUND: Chronic heart failure (CHF) comorbid with atrial fibrillation (AF) is a serious threat to human health and has become a major clinical burden. This prospective cohort study was performed to design a risk stratification system based on the light gradient boosting machine (LightGBM) model...

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Detalles Bibliográficos
Autores principales: Zheng, Chu, Tian, Jing, Wang, Ke, Han, Linai, Yang, Hong, Ren, Jia, Li, Chenhao, Zhang, Qing, Han, Qinghua, Zhang, Yanbo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8340471/
https://www.ncbi.nlm.nih.gov/pubmed/34348648
http://dx.doi.org/10.1186/s12872-021-02188-y