AIMC Topic: Intensive Care Units, Pediatric

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Using Time Series Analysis to Predict Cardiac Arrest in a PICU.

Pediatric critical care medicine : a journal of the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies Nov 1, 2015
OBJECTIVES: To build and test cardiac arrest prediction models in a PICU, using time series analysis as input, and to measure changes in prediction accuracy attributable to different classes of time series data.
Humans Neural Networks, Computer Retrospective Studies Young Adult Infant Adolescent Child, Preschool Child Intensive Care Units, Pediatric ROC Curve Support Vector Machine Decision Trees Predictive Value of Tests Area Under Curve Linear Models Multivariate Analysis Heart Arrest
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