A Data Augmentation-Based Framework to Handle Class Imbalance Problem for Alzheimer’s Stage Detection

A Data Augmentation-Based Framework to Handle Class Imbalance Problem for Alzheimer’s Stage Detection

Alzheimer's Disease (AD) is the most common form of dementia. It gradually increases from mild stage to severe, affecting the ability to perform common daily tasks without assistance. It is a neurodegenerative illness, presently having no specified cure. Computer-Aided Diagnostic Systems have p...

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Bibliographic Details
Main Authors: Sitara Afzal, Muazzam Maqsood, Faria Nazir, Umair Khan, Farhan Aadil, Khalid M Awan, Irfan Mehmood, Oh-Young Song
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Transfer learning
AlexNet
convolutional neural network
Alzheimer’s disease
augmentation
Online Access:https://ieeexplore.ieee.org/document/8786257/

Internet

https://ieeexplore.ieee.org/document/8786257/

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