ADAMAEX—Alzheimer’s disease classification via attention-enhanced autoencoders and XAI

To bring a new contribution in the area of classification of Alzheimer’s Disease (AD) we introduce a deep learning model, ADAMAEX, which is based on a convolutional autoencoder with four convolutions in the encoder part and a Squeeze and Excitation block for channel attention applied after each conv...

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Bibliographic Details
Main Authors: Doorgeshwaree Bootun, Muhammad Muzzammil Auzine, Noor Ayesha, Salma Idris, Tanzila Saba, Maleika Heenaye-Mamode Khan
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Egyptian Informatics Journal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1110866525000817
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