Screening for frequent hospitalization risk among community-dwelling older adult between 2016 and 2023: machine learning-driven item selection, scoring system development, and prospective validation

Screening for frequent hospitalization risk among community-dwelling older adult between 2016 and 2023: machine learning-driven item selection, scoring system development, and prospective validation

BackgroundScreening for frequent hospitalizations in the community can help prevent super-utilizers from growing in the inpatient population. However, the determinants of frequent hospitalizations have not been systematically examined, their operational definitions have been inconsistent, and screen...

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Bibliographic Details
Main Authors: Eman Leung, Jingjing Guan, Qingpeng Zhang, Chun Cheung Ching, Hiliary Yee, Yilin Liu, Hang Sau Ng, Richard Xu, Hector Wing Hong Tsang, Albert Lee, Frank Youhua Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-11-01
Series:Frontiers in Public Health
Subjects:
public health: preventive medicine
health risk assessment
COVID-19
patient readmission
data science
artificial intelligence: machine learning and deep learning
Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2024.1413529/full
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