DeepCGAN: early Alzheimer's detection with deep convolutional generative adversarial networks

DeepCGAN: early Alzheimer's detection with deep convolutional generative adversarial networks

IntroductionAlzheimer's disease (AD) is a neurodegenerative disorder and the most prevailing cause of dementia. AD critically disturbs the daily routine, which usually needs to be detected at its early stage. Unfortunately, AD detection using magnetic resonance imaging is challenging because of...

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Bibliographic Details
Main Authors: Imad Ali, Nasir Saleem, Musaed Alhussein, Benazeer Zohra, Khursheed Aurangzeb, Qazi Mazhar ul Haq
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-08-01
Series:Frontiers in Medicine
Subjects:
GAN
CNN
Alzheimer's disease
deep learning
cognitive features
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2024.1443151/full

Internet

https://www.frontiersin.org/articles/10.3389/fmed.2024.1443151/full

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