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Derivation and Validation of Machine Learning Approaches to Predict Acute Kidney Injury after Cardiac Surgery

Machine learning approaches were introduced for better or comparable predictive ability than statistical analysis to predict postoperative outcomes. We sought to compare the performance of machine learning approaches with that of logistic regression analysis to predict acute kidney injury after card...

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Detalles Bibliográficos
Autores principales: Lee, Hyung-Chul, Yoon, Hyun-Kyu, Nam, Karam, Cho, Youn Joung, Kim, Tae Kyong, Kim, Won Ho, Bahk, Jae-Hyon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6210196/
https://www.ncbi.nlm.nih.gov/pubmed/30282956
http://dx.doi.org/10.3390/jcm7100322