Development and Validation of a Machine Learning Predictive Model for Cardiac Surgery-Associated Acute Kidney Injury

Objective: We aimed to develop and validate a predictive machine learning (ML) model for cardiac surgery associated with acute kidney injury (CSA-AKI) based on a multicenter randomized control trial (RCT) and a Medical Information Mart for Intensive Care-IV (MIMIC-IV) dataset. Methods: This was a su...

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Detalles Bibliográficos
Autores principales: Li, Qian, Lv, Hong, Chen, Yuye, Shen, Jingjia, Shi, Jia, Zhou, Chenghui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9917969/
https://www.ncbi.nlm.nih.gov/pubmed/36769813
http://dx.doi.org/10.3390/jcm12031166

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