Context Recognition Algorithms for Energy-Efficient Freezing-of-Gait Detection in Parkinson’s Disease - Borzì, Luigi; Sigcha, Luis; Olmo, Gabriella (Sensors (Basel, Switzerland), 2023)
Keywords: accelerometer; Accelerometry - methods; Algorithms; Artificial intelligence; convolutional neural network; Data processing; Energy use; Falls (Accidents); freezing of gait (FoG); Gait; Gait - physiology; Gait Disorders, Neurologic - diagnosis; Home environment; Human mechanics; Humans; Laboratories; Machine learning; Neural networks; Parkinson Disease - diagnosis; Parkinson's disease; Patients; Quality of Life; Sensors; Wearable computers; wearable sensors; convolutional neural network; human activity recognition; accelerometer; context awareness; freezing of gait (FoG); wearable sensors; random forest; machine learning; Parkinson’s disease