Multicenter validation of a deep-learning-based pediatric early-warning system for prediction of deterioration events.

Yunseob Shin,Kyung-Jae Cho,Yeha Lee,Yu Hyeon Choi,Jae Hwa Jung,Soo Yeon Kim,Yeo Hyang Kim,Young A Kim,Joongbum Cho,Seong Jong Park,Won Kyoung Jhang

Acute and critical care（2022）

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摘要

The pDEWS outperformed modified PEWS, LR, and RF models for early and accurate prediction of deterioration events regardless of clinical situation. This study demonstrated the potential of pDEWS as an efficient screening tool for efferent operation of rapid response teams.

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critical care,deep learning,early warning score,in-hospital cardiac arrest,pediatrics

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