Deep multi-modal intermediate fusion of clinical record and time series data in mortality prediction

In intensive care units (ICUs), mortality prediction is performed by combining information from these two sources of ICU patients by monitoring patient health. Respectively, time series data generated from each patient admission to the ICU and clinical records consisting of physician diagnostic summ...

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Bibliographic Details
Main Authors: Ke Niu, Ke Zhang, Xueping Peng, Yijie Pan, Naian Xiao
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-03-01
Series:Frontiers in Molecular Biosciences
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmolb.2023.1136071/full