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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Detalles Bibliográficos
Autores principales: Zachariah, Philip, Buenaventura, Elioth Mirsha Sanabria, Liu, Jianfang, Cohen, Bevin, Yao, David, Larson, Elaine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2018
Materias:
Abstracts
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6253432/
http://dx.doi.org/10.1093/ofid/ofy210.1763

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