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.
Detecting freezing of gait with a tri-axial accelerometer in parkinson’s disease patients,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
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.