Can Gait Features Help in Differentiating Parkinson’s Disease Medication States and Severity Levels? A Machine Learning Approach

Can Gait Features Help in Differentiating Parkinson’s Disease Medication States and Severity Levels? A Machine Learning Approach

Parkinson’s disease (PD) is one of the most prevalent neurological diseases, described by complex clinical phenotypes. The manifestations of PD include both motor and non-motor symptoms. We constituted an experimental protocol for the assessment of PD motor signs of lower extremities. Using a pair o...

Full description

Bibliographic Details
Main Authors: Chariklia Chatzaki, Vasileios Skaramagkas, Zinovia Kefalopoulou, Nikolaos Tachos, Nicholas Kostikis, Foivos Kanellos, Eleftherios Triantafyllou, Elisabeth Chroni, Dimitrios I. Fotiadis, Manolis Tsiknakis
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Sensors
Subjects:
gait analysis
Parkinson’s disease
ON/OFF medication
MDS-UPDRS
severity levels
insoles
Online Access:https://www.mdpi.com/1424-8220/22/24/9937

Internet

https://www.mdpi.com/1424-8220/22/24/9937

Similar Items