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 hospita...

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Veröffentlicht in:	Frontiers in pediatrics Jg. 9; S. 726870
Hauptverfasser:	Tabaie, Azade, Orenstein, Evan W., Nemati, Shamim, Basu, Rajit K., Clifford, Gari D., Kamaleswaran, Rishikesan
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Switzerland Frontiers Media S.A 15.09.2021
Schlagworte:	explainable machine learning infection Pediatrics predictive model PSI sepsis infection predictive model explainable machine learning sepsis PSI
ISSN:	2296-2360, 2296-2360
Online-Zugang:	Volltext
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