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个人信息Personal Information
副教授
博士生导师
硕士生导师
教师拼音名称：hexuan
入职时间：2017-04-06
所在单位：医学与生物信息工程学院（中荷生物医学与信息工程学院）
学历：博士研究生毕业
性别：女
学位：博士
在职信息：在职
所属院系：医学与生物信息工程学院（中荷生物医学与信息工程学院）
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- Mei Ting, Zhu Manyun, Zhang Ruihan, Wang Shenjun, Xiang Jingran, He Xuan（通讯作者）. A Gradient-Guided Spatio-Temporal Graph Convolutional Network for Population-Level Major Depressive Disorder Classification. IEEE Journal of Biomedical and Health Informatics,2026,doi:10.1109/JBHI.2026.3711179..
- Du Huanhuan, Tian Yayu, He Xuan（通讯作者）. DALI-Syn: integrating chemical LLMs with multi-level attention architectures for synergistic drug combination prediction. Health Information Science and Systems,2026..
- Xia Wei, Tian Yayu, He Xuan（通讯作者）. GraFSyn: An Interpretable Deep Learning Framework for Anticancer Drug Synergy via Graphlet Fingerprints. Journal of Chemical Information and Modeling,2026..
- 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.
- 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
- 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
- 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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