Using 3D CNN for classification of Parkinson’s disease from resting-state fMRI data

Using 3D CNN for classification of Parkinson’s disease from resting-state fMRI data

Abstract Parkinson’s disease is a chronic and progressive movement disorder caused by the degeneration of dopamine-producing neurons in the substantia nigra of the brain. Currently, there is no specific diagnostic test available for Parkinson’s disease, and physicians rely on symptoms and medical hi...

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Bibliographic Details
Main Authors: Nair Ul Islam, Ruqaiya Khanam, Ashok Kumar
Format: Article
Language:English
Published: SpringerOpen 2023-08-01
Series:Journal of Engineering and Applied Science
Subjects:
Parkinson’s disease
Deep learning
Artificial intelligence
Medical imaging
Healthcare
MRI
Online Access:https://doi.org/10.1186/s44147-023-00236-2

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