Smartphone-Based Estimation of Item 3.8 of the MDS-UPDRS-III for Assessing Leg Agility in People With Parkinson's Disease

Smartphone-Based Estimation of Item 3.8 of the MDS-UPDRS-III for Assessing Leg Agility in People With Parkinson's Disease

Goal: In this paper we investigated the use of smartphone sensors and Artificial Intelligence techniques for the automatic quantification of the MDS-UPDRS-Part III Leg Agility (LA) task, representative of lower limb bradykinesia. Methods: We collected inertial data from 93 PD subjects. Four expert n...

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Bibliographic Details
Main Authors: Luigi Borzi, Marilena Varrecchia, Stefano Sibille, Gabriella Olmo, Carlo Alberto Artusi, Margherita Fabbri, Mario Giorgio Rizzone, Alberto Romagnolo, Maurizio Zibetti, Leonardo Lopiano
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Open Journal of Engineering in Medicine and Biology
Subjects:
Artificial neural networks
bradykinesia
leg agility
parkinson's disease
smartphone
Online Access:https://ieeexplore.ieee.org/document/9090332/

Internet

https://ieeexplore.ieee.org/document/9090332/

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