Multi-modal graph neural network for early diagnosis of Alzheimer's disease from sMRI and PET scans

• Main Authors: Zhang, Yanteng, He, Xiaohai, Chan, Yi Hao, Teng, Qizhi, Rajapakse, Jagath Chandana
• 其他作者: School of Computer Science and Engineering
• 格式: Article
• 語言: English
• 出版: 2023
• 主題: Engineering::Computer science and engineering; Alzheimer’s Disease Diagnosis; Brain Networks
• 在線閱讀: https://hdl.handle.net/10356/170902
• 機構: Nanyang Technological University

In recent years, deep learning models have been applied to neuroimaging data for early diagnosis of Alzheimer's disease (AD). Structural magnetic resonance imaging (sMRI) and positron emission tomography (PET) images provide structural and functional information about the brain, respectively. C...