Prediction of dyskinesia in Parkinson’s disease patients using machine learning algorithms

Abstract Dyskinesias are non preventable abnormal involuntary movements that represent the main challenge of the long term treatment of Parkinson’s disease (PD) with the gold standard dopamine precursor levodopa. Applying machine learning techniques on the data extracted from the Parkinson’s Progres...

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Bibliographic Details
Main Authors: Denisson Augusto Bastos Leal, Carla Michele Vieira Dias, Rodrigo Pereira Ramos, Ivani Brys
Format: Article
Language:English
Published: Nature Portfolio 2023-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-49617-w