2 papers
cs.LG2026
Where Does EEG Help Wearable Freezing of Gait Detection?
Chuntian Chi, Lifang He, Huajie Shao +1
Freezing of gait (FoG) detectors built on inertial measurement units (IMUs) are accurate while the legs move, but they become unreliable when the legs are nearly still, which is ex…
cs.LG2025
FM-FoG: A Real-Time Foundation Model-based Wearable System for Freezing-of-Gait Mitigation
Chuntian Chi, John Clapham, Leslie Cloud +4
Freezing-of-Gait (FoG) affects over 50% of mid-to-late stage Parkinson's disease (PD) patients, significantly impairing patients' mobility independence and reducing quality of life…