Deep learning based diagnosis of Parkinson’s disease using convolutional neural network

Parkinson’s disease is the second most common degenerative disease caused by loss of dopamine producing neurons. The substantia nigra region is deprived of its neuronal functions causing striatal dopamine deficiency which remains as hallmark in Parkinson’s disease. Clinical diagnosis reveals a range...

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Bibliographic Details
Published in:	Multimedia tools and applications Vol. 79; no. 21-22; pp. 15467 - 15479
Main Authors:	Sivaranjini, S., Sujatha, C. M.
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.06.2020 Springer Nature B.V
Subjects:	Artificial neural networks Brain Computer Communication Networks Computer Science Data Structures and Information Theory Deep learning Diagnosis Disease control Dopamine Image classification Magnetic resonance imaging Medical imaging Motors Multimedia Information Systems Neural networks Parkinson's disease Signs and symptoms Special Purpose and Application-Based Systems Deep learning AlexNet Convolutional neural networks MRI Parkinson’s disease
ISSN:	1380-7501, 1573-7721
Online Access:	Get full text
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