Parkinsons Disease Detection by Using Machine Learning Algorithms and Hand Movement Signal From LeapMotion Sensor

This work is devoted to the detection of Parkinson's disease (PD) by the kinematic parameters of hand movements using machine learning methods. Hand movements of PD patients (N16) and control group (N16) were recorded using a Leap Motion sensor. Three motor tasks were chosen based on MDS-UPDRS...

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Bibliographic Details
Main Authors: Anastasia Moshkova, Andrey Samorodov, Natalia Voinova, Alexander Volkov, Ekaterina Ivanova, Ekaterina Fedotova
Format: Article
Language:English
Published: FRUCT 2020-04-01
Series:Proceedings of the XXth Conference of Open Innovations Association FRUCT
Subjects:
Online Access:https://www.fruct.org/publications/fruct26/files/Mos.pdf