Comparative Motor Pre-clinical Assessment in Parkinson’s Disease Using Supervised Machine Learning Approaches - Rovini, Erika; Maremmani, Carlo; Moschetti, Alessandra; Esposito, Dario; Cavallo, Filippo (Annals of biomedical engineering, 2018)
Keywords: Adults; Aged; Artificial intelligence; Biochemistry; Biological and Medical Physics; Biomedical and Life Sciences; Biomedical Engineering and Bioengineering; Biomedicine; Biophysics; Classical Mechanics; Classification; Feature extraction; Female; Gait - physiology; Humans; Inertial sensing devices; Learning algorithms; Machine learning; Male; Middle Aged; Motors; Movement disorders; Neurodegenerative diseases; Olfaction disorders; Olfaction Disorders - diagnosis; Olfaction Disorders - physiopathology; Parameter identification; Parkinson Disease - diagnosis; Parkinson Disease - physiopathology; Parkinson's disease; Patients; Quality of life; Supervised Machine Learning; Decision support systems; Idiopathic hyposmia; Supervised learning; Motion analysis; Inertial wearable sensors