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Scientific Research
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Paper Publications
more+- [1]Su Shiyue, Feng Zhihan, Mei Ting, Li Qianqian, Zhu Hongbo, Yang Weifeng, Zhu Manyun, Zhou QIlin, He Xuan（通讯作者）.A time–frequency graph fusion framework for Major Depressive Disorder diagnosis in multi-site rsfMRI data. Journal of Affective Disorders,392(2026)120230.
- [2]Xi W, Guo Z, Mei T, Zhou Q, Xue M, Yang W, Guo Y, He X（通讯作者）. Random Walk-Based Node Feature Learning for Major Depressive Disorder Identification Through Multi-Site rs-fMRI Data. Hum Brain Mapp. 2025 Aug 15;46(12):e70326. doi: 10.1002/hbm.70326. PMID: 40838619..Human Brain Mapping
- [3]Su Shiyue, Yicai Ning, Zijian Guo, Weifeng Yang, Manyun Zhu, Qilin Zhou, and Xuan He（通讯作者）. Classification of Major Depressive Disorder Using Graph Attention Mechanism with Multi-Site rs-fMRI Data[J]. Neuroinformatics,2025, 23(2): 34..Neuroinformatics
- [4]Liu, Yunxia, Jiazhen Lin, Pin Liang, Yayu Tian, and Xuan He（通讯作者）. Potential microRNA-disease association prediction using Node2vec and singular value decomposition[J]. IEEE Access, 2024, 12:110563-110574..IEEE Access
- [5]Zhu, Manyun, Yu Quan, and Xuan He（通讯作者）. The classification of brain network for major depressive disorder patients based on deep graph convolutional neural network[J]. Frontiers in human neuroscience, 2023, 17: 1094592..Frontiers in Human Neuroscience
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