Classification of Alzheimer’s disease using MRI data based on Deep Learning Techniques

Classification of Alzheimer’s disease using MRI data based on Deep Learning Techniques

Alzheimer’s Disease (AD) is a worldwide concern impacting millions of people, with no effective treatment known to date. Unlike cancer, which has seen improvement in preventing its progression, early detection remains critical in managing the burden of AD. This paper suggests a novel AD-DL approach...

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Bibliographic Details
Main Authors: Shaymaa E. Sorour, Amr A. Abd El-Mageed, Khalied M. Albarrak, Abdulrahman K. Alnaim, Abeer A. Wafa, Engy El-Shafeiy
Format: Article
Language:English
Published: Elsevier 2024-02-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Alzheimer’s disease (AD)
Magnetic resonance imaging (MRI)
Deep learning (DL)
CNNs-without-aug
CNNs-with-aug
CNNs-LSTM-with-aug
Online Access:http://www.sciencedirect.com/science/article/pii/S1319157824000296

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