Prognostic Machine Learning Models for First-Year Mortality in Incident Hemodialysis Patients: Development and Validation Study

BACKGROUND: The first-year survival rate among patients undergoing hemodialysis remains poor. Current mortality risk scores for patients undergoing hemodialysis employ regression techniques and have limited applicability and robustness. OBJECTIVE: We aimed to develop a machine learning model utilizi...

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Bibliografiske detaljer
Udgivet i:JMIR Med Inform
Main Authors: Sheng, Kaixiang, Zhang, Ping, Yao, Xi, Li, Jiawei, He, Yongchun, Chen, Jianghua
Format: Artigo
Sprog:Inglês
Udgivet: JMIR Publications 2020
Fag:
Original Paper
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7661257/
https://ncbi.nlm.nih.gov/pubmed/33118948
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/20578
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