The research demonstrates a predictive model for BPSD onset in dementia patients, suggesting timely intervention may reduce caregiver burden.
This study aims to predict the onset of Behavioral and Psychological Symptoms of Dementia (BPSD) using multimodal sensors, thereby improving dementia care. By analyzing behavior, sleep, and environmental data, we developed a predictive model to notify caregivers about the potential onset of BPSD, enabling timely intervention and reducing caregiver burden.
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Han et al. (2025) studied this question.
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