The Gerontologist
Prediction of safety accident subtypes for persons with dementia using sensors and machine learning: an observational study.
Eunjin Yang, Ji Yeon Lee, YeonKyu Choi, SungHee Lee, YoonHyung Jang, Aeyoung Cho, Kyung Hee Lee
Published: 202510.1093/geront/gnaf313
Abstract
BACKGROUND AND OBJECTIVES: We explored the use of machine learning models for predicting safety accident subtypes among individuals with dementia using in-home sensors and to identify key predictors. RESEARCH DESIGN AND METHODS: An observational stud…
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