Parkinson’s Disease Diagnosis Using Laplacian Score, Gaussian Process Regression and Self-Organizing Maps

Parkinson’s disease (PD) is a complex degenerative brain disease that affects nerve cells in the brain responsible for body movement. Machine learning is widely used to track the progression of PD in its early stages by predicting unified Parkinson’s disease rating scale (UPDRS) scores. In this pape...

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Bibliographic Details
Main Authors: Mehrbakhsh Nilashi, Rabab Ali Abumalloh, Sultan Alyami, Abdullah Alghamdi, Mesfer Alrizq
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Brain Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3425/13/4/543