IT: An interpretable transformer model for Alzheimer's disease prediction based on PET/MR images

IT: An interpretable transformer model for Alzheimer's disease prediction based on PET/MR images

Alzheimer's disease (AD) represents a significant challenge due to its progressive neurodegenerative impact, particularly within an aging global demographic. This underscores the critical need for developing sophisticated diagnostic tools for its early detection and precise monitoring. Within t...

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Bibliographic Details
Main Authors: Zhaomin Yao, Weiming Xie, Jiaming Chen, Ying Zhan, Xiaodan Wu, Yingxin Dai, Yusong Pei, Zhiguo Wang, Guoxu Zhang
Format: Article
Language:English
Published: Elsevier 2025-05-01
Series:NeuroImage
Subjects:
Alzheimer's disease
Brain image
Feature engineering
PET/MR
Transformer
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811925002137
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http://www.sciencedirect.com/science/article/pii/S1053811925002137

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