Predicting the risk of mortality in ICU patients based on dynamic graph attention network of patient similarity

Predicting the risk of mortality of hospitalized patients in the ICU is essential for timely identification of high-risk patients and formulate and adjustment of treatment strategies when patients are hospitalized. Traditional machine learning methods usually ignore the similarity between patients a...

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Bibliographic Details
Main Authors: Manfu Ma, Penghui Sun, Yong Li, Weilong Huo
Format: Article
Language:English
Published: AIMS Press 2023-07-01
Series:Mathematical Biosciences and Engineering
Subjects:
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023685?viewType=HTML