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An Interpretable Machine Learning Survival Model for Predicting Long-term Kidney Outcomes in IgA Nephropathy

IgA nephropathy (IgAN) is common worldwide and has heterogeneous phenotypes. Predicting long-term outcomes is important for clinical decision-making. As right-censored patients become common during the long-term follow-up, either excluding these patients from the cohort or labeling them as control w...

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Detalhes bibliográficos
Publicado no:AMIA Annu Symp Proc
Main Authors: Li, Yingxue, Chen, Tingyu, Chen, Tiange, Li, Xiang, Zeng, Caihong, Liu, Zhihong, Xie, Guotong
Formato: Artigo
Idioma:Inglês
Publicado em: American Medical Informatics Association 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8075445/
https://ncbi.nlm.nih.gov/pubmed/33936448
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