A model for predicting physical function upon discharge of hospitalized older adults in Taiwan—a machine learning approach based on both electronic health records and comprehensive geriatric assessment

A model for predicting physical function upon discharge of hospitalized older adults in Taiwan—a machine learning approach based on both electronic health records and comprehensive geriatric assessment

BackgroundPredicting physical function upon discharge among hospitalized older adults is important. This study has aimed to develop a prediction model of physical function upon discharge through use of a machine learning algorithm using electronic health records (EHRs) and comprehensive geriatrics a...

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Bibliographic Details
Main Authors: Wei-Min Chu, Yu-Tse Tsan, Pei-Yu Chen, Chia-Yu Chen, Man-Ling Hao, Wei-Chan Chan, Hong-Ming Chen, Pi-Shan Hsu, Shih-Yi Lin, Chao-Tung Yang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-07-01
Series:Frontiers in Medicine
Subjects:
physical function
machine learning
older adults
prediction model
comprehensive geriatric assessment
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2023.1160013/full

Internet

https://www.frontiersin.org/articles/10.3389/fmed.2023.1160013/full

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