Feasibility of Home-Based Automated Assessment of Postural Instability and Lower Limb Impairments in Parkinson’s Disease

Feasibility of Home-Based Automated Assessment of Postural Instability and Lower Limb Impairments in Parkinson’s Disease

A self-managed, home-based system for the automated assessment of a selected set of Parkinson’s disease motor symptoms is presented. The system makes use of an optical RGB-Depth device both to implement its gesture-based human computer interface and for the characterization and the evaluat...

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Bibliographic Details
Main Authors: Claudia Ferraris, Roberto Nerino, Antonio Chimienti, Giuseppe Pettiti, Nicola Cau, Veronica Cimolin, Corrado Azzaro, Lorenzo Priano, Alessandro Mauro
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Sensors
Subjects:
Parkinson’s disease
UPDRS tasks
movement disorders
posture
postural stability
center of mass
RGB-depth
automated assessment
machine learning
at-home monitoring
neurorehabilitation
Online Access:http://www.mdpi.com/1424-8220/19/5/1129

Internet

http://www.mdpi.com/1424-8220/19/5/1129

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