2107. Decision Trees vs. Neural Networks for Supervised Machine Learning-Based Prediction of Healthcare-Associated Urinary Tract Infections

BACKGROUND: Supervised machine learning (SML)-based methods could facilitate early prediction of healthcare-related adverse events. The role of SML in stratifying patient-risk of infectious events during hospitalization and their performance using limited subsets of standardized and widely available...

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Publicado en:Open Forum Infect Dis
Autores principales: Zachariah, Philip, Buenaventura, Elioth Mirsha Sanabria, Liu, Jianfang, Cohen, Bevin, Yao, David, Larson, Elaine
Formato: Artigo
Lenguaje:Inglês
Publicado: Oxford University Press 2018
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC6253432/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/ofid/ofy210.1763
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