Enhancing stroke-associated pneumonia prediction in ischemic stroke: An interpretable Bayesian network approach

Enhancing stroke-associated pneumonia prediction in ischemic stroke: An interpretable Bayesian network approach

Background Stroke-associated pneumonia (SAP) is a major cause of mortality following ischemic stroke (IS). However, existing predictive models for SAP often lack transparency and interpretability, limiting their clinical utility. This study aims to develop an interpretable Bayesian network (BN) mode...

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Main Authors: Xingyu Liu, Jiali Mo, Zuting Liu, Yanqiu Ge, Tian Luo, Jie Kuang
Format: Article
Language:English
Published: SAGE Publishing 2025-04-01
Series:Digital Health
Online Access:https://doi.org/10.1177/20552076251333568
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https://doi.org/10.1177/20552076251333568

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