Classification of Alzheimer’s Disease Based on Weakly Supervised Learning and Attention Mechanism

Classification of Alzheimer’s Disease Based on Weakly Supervised Learning and Attention Mechanism

The brain lesions images of Alzheimer’s disease (AD) patients are slightly different from the Magnetic Resonance Imaging of normal people, and the classification effect of general image recognition technology is not ideal. Alzheimer’s datasets are small, making it difficult to train large-scale neur...

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Bibliographic Details
Main Authors: Xiaosheng Wu, Shuangshuang Gao, Junding Sun, Yudong Zhang, Shuihua Wang
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Brain Sciences
Subjects:
weakly supervised
attention module
classification
data augmentation
Online Access:https://www.mdpi.com/2076-3425/12/12/1601

Internet

https://www.mdpi.com/2076-3425/12/12/1601

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