Multimodal fusion network for ICU patient outcome prediction

Over the past decades, massive Electronic Health Records (EHRs) have been accumulated in Intensive Care Unit (ICU) and many other healthcare scenarios. The rich and comprehensive information recorded presents an exceptional opportunity for patient outcome predictions. Nevertheless, due to the divers...

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Veröffentlicht in:	Neural networks 2024-12, Vol.180, p.106672, Article 106672
Hauptverfasser:	Wang, Chutong, Yang, Xuebing, Sun, Mengxuan, Gu, Yifan, Niu, Jinghao, Zhang, Wensheng
Format:	Artikel
Sprache:	eng
Schlagworte:	Electronic health record Electronic Health Records Humans Intensive care unit Intensive Care Units Length of Stay Multimodal fusion Neural Networks, Computer Patient outcome prediction Patient representation learning
Online-Zugang:	Volltext
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