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Tuning attention based long-short term memory neural networks for Parkinson’s disease detection using modified metaheuristics

Abstract Parkinson’s disease (PD) is a progressively debilitating neurodegenerative disorder that primarily affects the dopaminergic system in the basal ganglia, impacting millions of individuals globally. The clinical manifestations of the disease include resting tremors, muscle rigidity, bradykine...

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Main Authors: Aleksa Cuk, Timea Bezdan, Luka Jovanovic, Milos Antonijevic, Milos Stankovic, Vladimir Simic, Miodrag Zivkovic, Nebojsa Bacanin
Format: Artigo
Language:Inglês
Published: Nature Portfolio 2024-02-01
Series:Scientific Reports
Subjects:
Parkinson’s disease
Medical diagnosis
Long-short term memory neural networks
Crayfish optimization algorithm
Optimization
Online Access:https://doi.org/10.1038/s41598-024-54680-y
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