A Zernike moment based method for classification of Alzheimer's disease from structural MRI

This paper proposed a method based on Zernike moments to classify the various stages of Alzheimer's Disease(AD) from structural MRIs. The proposed method is benefited from all three orthogonal directions of MRIs i.e. Axial, Sagittal and Coronal images. Three back-propagation algorithms had been...

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Veröffentlicht in:	2017 3rd International Conference on Pattern Recognition and Image Analysis (IPRIA) S. 38 - 43
Hauptverfasser:	Shams-Baboli, Aref, Ezoji, Mehdi
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.04.2017
Schlagworte:	Alzheimer's disease Artificial neural network Artificial neural networks Classification algorithms Dementia Feature extraction magnetic resonance images Magnetic resonance imaging mild cognitive impairment Training Zernike moments
Online-Zugang:	Volltext
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