Deep Learning Model to Predict Serious Infection Among Children With Central Venous Lines

Deep Learning Model to Predict Serious Infection Among Children With Central Venous Lines

Objective: Predict the onset of presumed serious infection, defined as a positive blood culture drawn and new antibiotic course of at least 4 days (PSI*), among pediatric patients with Central Venous Lines (CVLs).Design: Retrospective cohort study.Setting: Single academic children's hospital.Pa...

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Bibliographic Details
Main Authors: Azade Tabaie, Evan W. Orenstein, Shamim Nemati, Rajit K. Basu, Gari D. Clifford, Rishikesan Kamaleswaran
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-09-01
Series:Frontiers in Pediatrics
Subjects:
explainable machine learning
infection
PSI
predictive model
sepsis
Online Access:https://www.frontiersin.org/articles/10.3389/fped.2021.726870/full

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https://www.frontiersin.org/articles/10.3389/fped.2021.726870/full

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