The criticality Index-mortality: A dynamic machine learning prediction algorithm for mortality prediction in children cared for in an ICU.

Anita K Patel,Eduardo Trujillo-Rivera,Hiroki Morizono,Murray M Pollack

Frontiers in pediatrics（2022）

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摘要

The Criticality Index-Mortality computing mortality risk every 3 h for pediatric ICU patients has model performance that could enhance the clinical assessment of severity of illness. The overall Criticality Index-Mortality framework was effectively applied to develop an institutionally specific, and clinically relevant model for dynamic risk assessment of pediatric ICU patients.

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关键词

criticality index,dynamic outcome prediction,machine learning,mortality prediction,prediction algorithm

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