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Remote Monitoring in Dementia Care - Lightweight, Explainable AI Validated for Early Warning of Health Events in the Home

2025-03-25

Abstract excerpt

<title>Abstract</title> <p>Sensor-based remote health monitoring for people living with dementia (PLwD) enables early detection of adverse health events, reducing hospitalization risk. Identifying anomalies in real-world home activity data poses significant challenges due to noise, imprecise labels, inter-household variability, and the need for clinical explainability. We propose a lightweight, explainable AI pip...

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Literature Corpus work
72bcf3e0-961c-57af-9960-f24d20620714
DOI
10.21203/rs.3.rs-6294980/v1
Open publication

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Remote Monitoring in Dementia Care - Lightweight, Explainable AI Validated for Early Warning of Health Events in the HomeDOI 10.21203/rs.3.rs-6294980/v1
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