Methodological development study: Dynamic mask attention graph neural network for mechanical ventilation in elderly intensive care unit patients

Objective With the intensifying global population aging, the demand for mechanical ventilation in geriatric patients is rising. Given their complex physiological traits and sparse intensive care unit (ICU) data, accurate intubation prediction is difficult. Premature intubation may raise the risk of...

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Bibliographic Details
Main Authors: Yi Xie, Ni Xie, Jiao Guo
Format: Article
Language:English
Published: SAGE Publishing 2025-07-01
Series:Digital Health
Online Access:https://doi.org/10.1177/20552076251361680
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