Deep CNN ResNet-18 based model with attention and transfer learning for Alzheimer's disease detection

Deep CNN ResNet-18 based model with attention and transfer learning for Alzheimer's disease detection

IntroductionThe prevalence of age-related brain issues has risen in developed countries because of changes in lifestyle. Alzheimer's disease leads to a rapid and irreversible decline in cognitive abilities by damaging memory cells.MethodsA ResNet-18-based system is proposed, integrating Depth C...

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Bibliographic Details
Main Authors:	Sofia Biju Francis, Jai Prakash Verma
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-01-01
Series:	Frontiers in Neuroinformatics
Subjects:	Alzheimer's disease cognitive deterioration ResNet-18 depth convolution squeeze and excitation transfer learning
Online Access:	https://www.frontiersin.org/articles/10.3389/fninf.2024.1507217/full
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