Using Machine Learning to Predict Bacteremia in Febrile Children Presented to the Emergency Department

Using Machine Learning to Predict Bacteremia in Febrile Children Presented to the Emergency Department

Blood culture is frequently used to detect bacteremia in febrile children. However, a high rate of negative or false-positive blood culture results is common at the pediatric emergency department (PED). The aim of this study was to use machine learning to build a model that could predict bacteremia...

Full description

Bibliographic Details
Main Authors: Chih-Min Tsai, Chun-Hung Richard Lin, Huan Zhang, I-Min Chiu, Chi-Yung Cheng, Hong-Ren Yu, Ying-Hsien Huang
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Diagnostics
Subjects:
machine learning
predict
bacteremia
children
emergency department
Online Access:https://www.mdpi.com/2075-4418/10/5/307

Internet

https://www.mdpi.com/2075-4418/10/5/307

Similar Items