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...

Celý popis

Uloženo v:
Podrobná bibliografie
Vydáno v:Open Forum Infect Dis
Hlavní autoři: Zachariah, Philip, Buenaventura, Elioth Mirsha Sanabria, Liu, Jianfang, Cohen, Bevin, Yao, David, Larson, Elaine
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2018
Témata:
Abstracts
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6253432/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/ofid/ofy210.1763
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo otaguje tento záznam!

Podobné jednotky