Patient clustering for vital organ failure using ICD code with graph attention

<i>Objective:</i> Heart failure, respiratory failure and kidney failure are three severe organ failures (OF) that have high mortalities and are most prevalent in intensive care units. The objective of this work is to offer insights into OF clustering from the aspects of graph neural netw...

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Bibliographic Details
Main Authors: Liu, Z, Hu, Y, Wu, X, Mertes, G, Yang, Y, Clifton, DA
Format: Journal article
Language:English
Published: IEEE 2023