Article

Risk Stratification for In-Hospital Mortality in Alzheimer’s Disease Using Interpretable Regression and Explainable AI

2026-01-07

Abstract excerpt

<h4>Background: </h4> Older adults with Alzheimer’s disease (AD) face heightened risk of adverse hospital outcomes, including mortality. However, early identification of high-risk patients remains a challenge. While regression models provide interpretable associations, they may miss nonlinear interactions that machine learning can uncover. <h4>Objective:</h4> To identify key predictors of in-hospital mortality amo...

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Literature Corpus work: d6106316-7490-5772-870f-05348f4cec34
DOI: 10.20944/preprints202601.0401.v1

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