A Machine-Learning-Based Method to Detect Degradation of Motor Control Stability with Implications to Diagnosis of Presymptomatic Parkinson’s Disease: A Simulation Study

Background and aim: Parkinson’s disease (PD), a neuro-degenerative disorder, is often detected by the onset of its motor symptoms such as rest tremor. Unfortunately, motor symptoms appear only when approximately 40–60% of the dopaminergic neurons in the substantia nigra are lost. In most cases, by t...

Full description

Saved in:

Bibliographic Details
Published in:	Applied sciences Vol. 13; no. 17; p. 9502
Main Authors:	Shah, Vrutangkumar V., Jadav, Shail, Goyal, Sachin, Palanthandalam-Madapusi, Harish J.
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 01.08.2023
Subjects:	Algorithms Control systems Controllers Data mining Datasets Development and progression diagnosis Eye movements Feedback control systems Kinematics Machine learning Medical research Medicine, Experimental Methods Parkinson's disease presymptomatic Parkinson’s disease Simulation Tremor
ISSN:	2076-3417, 2076-3417
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!