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Fractional gradient optimized explainable convolutional neural network for Alzheimer's disease diagnosis

Alzheimer's is one of the brain syndromes that steadily affects the brain memory. The early stage of Alzheimer's disease (AD) is referred to as mild cognitive impairment (MCI), and the growth of Alzheimer's is not certain in patients with MCI. The premature detection of Alzheimer's is crucial for ma...

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Principais autores: Zeshan Aslam Khan, Muhammad Waqar, Naveed Ishtiaq Chaudhary, Muhammad Junaid Ali Asif Raja, Saadia Khan, Farrukh Aslam Khan, Iqra Ishtiaq Chaudhary, Muhammad Asif Zahoor Raja
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2024-10-01
Serier:Heliyon
Fag:
Alzheimer's disease
Convolutional neural network
Fractional optimization
Neuroimaging
Explainable artificial intelligence
Customized pooling
Online adgang:http://www.sciencedirect.com/science/article/pii/S2405844024150682
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