Model-based and Model-free Machine Learning Techniques for Diagnostic Prediction and Classification of Clinical Outcomes in Parkinson’s Disease - Gao, Chao; Sun, Hanbo; Wang, Tuo; Tang, Ming; Bohnen, Nicolaas I.; Müller, Martijn L. T. M.; Herman, Talia; Giladi, Nir; Kalinin, Alexandr; Spino, Cathie; Dauer, William; Hausdorff, Jeffrey M.; et al. (Scientific reports, 2018)
Keywords: 59/57; 639/705/1046; 692/617/375/346/1718; Accidental Falls - prevention & control; Aged; Animal models; Artificial intelligence; Classification; Clinical outcomes; Falls; Female; Gait; Gait - physiology; Gait Disorders, Neurologic - diagnosis; Gait Disorders, Neurologic - diagnostic imaging; Gait Disorders, Neurologic - physiopathology; Humanities and Social Sciences; Humans; Learning algorithms; Logistic Models; Machine Learning; Male; Middle Aged; Models, Theoretical; Movement disorders; multidisciplinary; Neural networks; Neuroimaging; Neuroimaging - methods; Parkinson Disease - diagnosis; Parkinson Disease - diagnostic imaging; Parkinson Disease - physiopathology; Parkinson's disease; Postural Balance - physiology; Posture; Prediction models; Science; Science (multidisciplinary); Support Vector Machine; Tremor