Unlocking the Potential of XAI for Improved Alzheimer’s Disease Detection and Classification Using a ViT-GRU Model

M Mahim, S; Shahin Ali, Md; Olid Hasan, Md; Al Nomaan Nafi, Abdullah; K. M. Sadat, A.; Al Hasan, Shakib; Shareef, Bryar; Manjurul Ahsan, Md; Khairul Islam, Md; Sipon Miah, Md; Niu, Mingbo

doi:10.1109/access.2024.3351809

Public

Unlocking the Potential of XAI for Improved Alzheimer’s Disease Detection and Classification Using a ViT-GRU Model

Shared by NobleBlocks on Jan 1, 2024 • 12:00 AM UTC

Authors:

S M Mahim

Md Shahin Ali

Md Olid Hasan

Abstract

Alzheimer’s Disease (AD) is a significant cause of dementia worldwide, and its progression from mild to severe affects an individual’s ability to perform daily activities independently. The accurate and early diagnosis of AD is crucial for effective clinical intervention. However, interpreting AD fr...

Subject

Computer science

Artificial intelligence

Neuroimaging

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