Comparison Between Statistical Model and Machine Learning Methods for Predicting the Risk of Renal Function Decline Using Routine Clinical Data in Health Screening

PURPOSE: Using machine learning method to predict and judge unknown data offers opportunity to improve accuracy by exploring complex interactions between risk factors. Therefore, we evaluate the performance of machine learning (ML) algorithms and to compare them with logistic regression for predicti...

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Detalles Bibliográficos
Autores principales: Cao, Xia, Lin, Yanhui, Yang, Binfang, Li, Ying, Zhou, Jiansong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2022
Materias:
Original Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9056070/
https://www.ncbi.nlm.nih.gov/pubmed/35502445
http://dx.doi.org/10.2147/RMHP.S346856

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