Convolutional Neural Network Based Prediction of Conversion from Mild Cognitive Impairment to Alzheimer's Disease: A Technique using Hippocampus Extracted from MRI

Convolutional Neural Network Based Prediction of Conversion from Mild Cognitive Impairment to Alzheimer's Disease: A Technique using Hippocampus Extracted from MRI

Alzheimer's disease (AD) is an irreversible neurodegenerative disorder. Mild Cognitive Impairment (MCI) is a prodromal stage of AD and its identification is very crucial for early treatment. MCI to AD conversion is of imperative concern in current Alzheimer's research. In this study, we...

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Bibliographic Details
Main Authors: MUKHTAR, G., FARHAN, S.
Format: Article
Language:English
Published: Stefan cel Mare University of Suceava 2020-05-01
Series:Advances in Electrical and Computer Engineering
Subjects:
artificial neural networks
computer aided diagnosis
image analysis
image classification
pattern recognition
Online Access:http://dx.doi.org/10.4316/AECE.2020.02013

Internet

http://dx.doi.org/10.4316/AECE.2020.02013

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