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Comparison of Artificial Neural Network and Logistic Regression Models for Predicting In-Hospital Mortality after Primary Liver Cancer Surgery

BACKGROUND: Since most published articles comparing the performance of artificial neural network (ANN) models and logistic regression (LR) models for predicting hepatocellular carcinoma (HCC) outcomes used only a single dataset, the essential issue of internal validity (reproducibility) of the model...

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Detalles Bibliográficos
Autores principales: Shi, Hon-Yi, Lee, King-Teh, Lee, Hao-Hsien, Ho, Wen-Hsien, Sun, Ding-Ping, Wang, Jhi-Joung, Chiu, Chong-Chi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3338531/
https://www.ncbi.nlm.nih.gov/pubmed/22563399
http://dx.doi.org/10.1371/journal.pone.0035781