A Risk Prediction Model for Physical Restraints Among Older Chinese Adults in Long-term Care Facilities: Machine Learning Study

BackgroundNumerous studies have identified risk factors for physical restraint (PR) use in older adults in long-term care facilities. Nevertheless, there is a lack of predictive tools to identify high-risk individuals. ObjectiveWe aimed to develop machine learning (ML)-based models to predict the ri...

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Main Authors: Jun Wang (Author), Hongmei Chen (Author), Houwei Wang (Author), Weichu Liu (Author), Daomei Peng (Author), Qinghua Zhao (Author), Mingzhao Xiao (Author)
Format: Book
Published: JMIR Publications, 2023-04-01T00:00:00Z.
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