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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Vydané v:	Multimedia tools and applications Ročník 79; číslo 21-22; s. 15467 - 15479
Hlavní autori:	Sivaranjini, S., Sujatha, C. M.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York Springer US 01.06.2020 Springer Nature B.V
Predmet:	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
On-line prístup:	Získať plný text
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