Vision transformer-equipped Convolutional Neural Networks for automated Alzheimer's disease diagnosis using 3D MRI scans

Vision transformer-equipped Convolutional Neural Networks for automated Alzheimer's disease diagnosis using 3D MRI scans

Alzheimer's disease (AD) is a neurodegenerative ailment that is becoming increasingly common, making it a major worldwide health concern. Effective care depends on an early and correct diagnosis, but traditional diagnostic techniques are frequently constrained by subjectivity and expensive cost...

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Bibliographic Details
Main Authors: Zhen Zhao, Pauline Shan Qing Yeoh, Xiaowei Zuo, Joon Huang Chuah, Chee-Onn Chow, Xiang Wu, Khin Wee Lai
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-12-01
Series:Frontiers in Neurology
Subjects:
Alzheimer's disease
classification
Convolutional Neural Network
magnetic resonance imaging
transformer
Online Access:https://www.frontiersin.org/articles/10.3389/fneur.2024.1490829/full
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