Machine learning to predict bacteriuria in the emergency department

Abstract Urinary tract infections (UTIs) are among the most common bacterial infections, yet they are both frequently misdiagnosed and inappropriately treated. We aimed to determine whether a machine learning model could accurately predict bacteriuria by using only the data that are readily availabl...

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Bibliographic Details
Main Authors: Johnathan M. Sheele, Ronna L. Campbell, Derick D. Jones
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-16677-z
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