Prediction of Freezing of Gait in Parkinson’s Disease Using Wearables and Machine Learning - Borzì, Luigi; Mazzetta, Ivan; Zampogna, Alessandro; Suppa, Antonio; Olmo, Gabriella; Irrera, Fernanda (Sensors (Basel, Switzerland), 2021)
Keywords: Accelerometry; Accuracy; Activities of daily living; Aged; Akinesia; Algorithms; Female; FOG prediction; freezing of gait (FOG); Gait; Gait Disorders, Neurologic - diagnosis; Gait Disorders, Neurologic - etiology; Humans; Laboratories; levodopa; Machine Learning; Male; Movement disorders; Parkinson Disease - complications; Parkinson Disease - diagnosis; Parkinson Disease - drug therapy; Parkinson's disease; Patients; Postural Balance; Sensors; Time and Motion Studies; Velocity; Wearable Electronic Devices; wearable sensors; Italy; levodopa; FOG prediction; wearable sensors; freezing of gait (FOG); machine learning; Parkinson’s disease; degradation of gait pattern