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 Convol...
Furkejuvvon:
| Váldodahkkit: | , |
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| Materiálatiipa: | Artigo |
| Giella: | Inglês |
| Almmustuhtton: |
Frontiers Media S.A.
2025-01-01
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| Ráidu: | Frontiers in Neuroinformatics |
| Fáttát: | |
| Liŋkkat: | https://www.frontiersin.org/articles/10.3389/fninf.2024.1507217/full |
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