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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...

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Principais autores: Chariklia Chatzaki, Vasileios Skaramagkas, Zinovia Kefalopoulou, Nikolaos Tachos, Nicholas Kostikis, Foivos Kanellos, Eleftherios Triantafyllou, Elisabeth Chroni, Dimitrios I. Fotiadis, Manolis Tsiknakis
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2022-12-01
Serier:Sensors
Fag:
gait analysis
Parkinson’s disease
ON/OFF medication
MDS-UPDRS
severity levels
insoles
Online adgang:https://www.mdpi.com/1424-8220/22/24/9937
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