Risk factors and machine learning model for predicting hospitalization outcomes in geriatric patients with dementia

Risk factors and machine learning model for predicting hospitalization outcomes in geriatric patients with dementia

Abstract Introduction Geriatric patients with dementia incur higher healthcare costs and longer hospital stays than other geriatric patients. We aimed to identify risk factors for hospitalization outcomes that could be mitigated early to improve outcomes and impact overall quality of life. Methods W...

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Bibliographic Details
Main Authors: Xin Wang, Chika F. Ezeana, Lin Wang, Mamta Puppala, Yan‐Siang Huang, Yunjie He, Xiaohui Yu, Zheng Yin, Hong Zhao, Eugene C. Lai, Stephen T. C. Wong
Format: Article
Language:English
Published: Wiley 2022-01-01
Series:Alzheimer’s & Dementia: Translational Research & Clinical Interventions
Subjects:
cognitive impairment
dementia
explainable artificial intelligence
geriatric patient risk factors
hospitalization outcome prediction
machine learning
Online Access:https://doi.org/10.1002/trc2.12351

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