FOGSense detects freezing of gait from one vertical accelerometer channel using GAF images and a CNN, reporting F1 0.963 and FPR 3.2% on the tdcsfog dataset.
Freezing of gait in parkinson’s disease: risk factors, their interactions, and associated nonmotor symptoms,
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Freezing of Gait Detection Using Gramian Angular Fields and Federated Learning from Wearable Sensors
FOGSense detects freezing of gait from one vertical accelerometer channel using GAF images and a CNN, reporting F1 0.963 and FPR 3.2% on the tdcsfog dataset.