Continuous Prediction of Mortality in the PICU: A Recurrent Neural Network Model in a Single-Center Dataset*

Develop, as a proof of concept, a recurrent neural network model using electronic medical records data capable of continuously assessing an individual child’s risk of mortality throughout their ICU stay as a proxy measure of severity of illness. DESIGN: Retrospective cohort study. SETTING: PICU in a...

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Vydáno v:Pediatr Crit Care Med
Hlavní autoři: Aczon, Melissa D., Ledbetter, David R., Laksana, Eugene, Ho, Long V., Wetzel, Randall C.
Médium: Artigo
Jazyk:Inglês
Vydáno: Lippincott Williams & Wilkins 2021
Témata:
Feature Articles
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC8162230/
https://ncbi.nlm.nih.gov/pubmed/33710076
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1097/PCC.0000000000002682
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