Graph Convolutional Networks-Based Noisy Data Imputation in Electronic Health Record

OBJECTIVES:A deep learning-based early warning system is proposed to predict sepsis prior to its onset. DESIGN:A novel algorithm was devised to detect sepsis 6 hours prior to its onset based on electronic medical records. SETTING:Retrospective cohorts from three separate hospitals are used in this s...

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Veröffentlicht in:	Critical care medicine 2020-11, Vol.48 (11), p.e1106-e1111
Hauptverfasser:	Lee, Byeong Tak, Kwon, O-Yeon, Park, Hyunho, Cho, Kyung-Jae, Kwon, Joon-Myoung, Lee, Yeha
Format:	Artikel
Sprache:	eng
Online-Zugang:	Volltext
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