Early diagnosis of Alzheimer’s disease using dual GAN model with pyramid attention networks

Early diagnosis of Alzheimer’s disease using dual GAN model with pyramid attention networks

ABSTRACTAlzheimer's disease (AD) is a neurological condition that impairs the patient's cognitive function. The article presents a deep learning architecture using the implicit image from MRI to categories MRI scans and detect AD on time. The annotated data is divided into patients with AD...

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Bibliographic Details
Main Authors: Yinjun Zhang, Lingzhi Wang
Format: Article
Language:English
Published: Taylor & Francis Group 2024-12-01
Series:Connection Science
Subjects:
Alzheimer’s disease
MRI image data
dual GAN and pyramid networks
deep learning
Online Access:https://www.tandfonline.com/doi/10.1080/09540091.2024.2321351
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