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Emily Garceau

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Open access Aug 2026

A Hybrid Anomaly Detection Framework for Reliable Physiological Signal Extraction in Multimodal Wearable Sleep Monitoring

Wearable sleep monitoring systems provide a scalable and low-burden alternative to laboratory-based polysomnography, but overnight physiological recordings collected from wearable sensors are frequently corrupted by poor skin contact, sensor displacement, flatline behavior, saturation, abrupt autoscaling, outliers, and...

Feiya Xiang, Geet Khatri, Alec Brewer et al. · 0 citations

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