您所在的位置:首页 - 导师队伍 - 导师风采 - 计算机技术

计算机技术



 

姓名:董群喜

职称:副教授

导师类型:博导

团队名称:脑健康工程团队

邮箱:dongqx@bit.edu.cn

 

 

 

研究领域

主要研究领域为情感计算、心理生理计算、神经影像计算

教育经历

2009年9月–2017年12月:兰州大学 计算机应用技术 博士学位

2016年5月–2016年8月:Institute of Neuroscience and Medicine Medical Imaging Physics, Juelich research center, Germany,项目合作交流

2013年9月–2015年8月:Institute of Neuroscience and Medicine Medical Imaging Physics, Juelich research center, Germany,联合培养博士生

2005年9月–2009年7月:兰州大学 计算机科学 学士

工作经历

2021年1月-至今:北京理工大学医学技术学院

2018年5月–2020年12月:美国亚利桑那州立大学计算机学院几何系统实验室,博士后

学术成果

1.Schizophrenia Detection Based on Morphometry of Hippocampus and Amygdala. IEEE Journal of Biomedical and Health Informatics,1 - 11, Qunxi Dong; Yuhang Sheng; Junru Zhu; Zhigang Li; Weijia Liu; Jingyu Liu.

2.Semantic Disentangling for Audiovisual Induced Emotion. IEEE Transactions on Computational Social Systems, 1 – 9, Qunxi Dong; Wang Zheng; Fuze Tian; Lixian Zhu; Kun Qian; Jingyu Liu.

3.Advancements in Affective Disorder Detection: Using Multimodal Physiological Signals and Neuromorphic Computing Based on SNNs. IEEE Transactions on Computational Social Systems, Volume: 14 (2):1082 – 1097, Fuze Tian; Lixin Zhang; Lixian Zhu; Mingqi Zhao; Jingyu Liu; Qunxi Dong; Qinglin Zhao.

4.Declined Tactile Angle Discrimination in Young Patients With Migraine Without Aura or Tension-Type Headache. IEEE Transactions on Computational Social Systems, Volume: 11 (5): 6684 – 6689, Ge Jiao; Jian Zhang; Zhilin Zhang; Jinglong Wu; Junru Zhu; Qunxi Dong.

5.Tensor Correlation Fusion for Multimodal Physiological Signal Emotion Recognition. IEEE Transactions on Computational Social Systems, Volume: 11 (6): 7299 - 7308, Jian Shen; Kexin Zhu; Huakang Liu; Jinwen Wu; Kang Wang; Qunxi Dong.

6.Adaptive Weight and Wasserstein Distance Constrained Low-Rank Sparse Representation Method for Functional Connectivity Network Estimation. IEEE Transactions on Computational Social Systems, Volume: 11 (6): 7400 – 7410, Jingyu Liu; Zhigang Li; Yuhang Sheng; Jingjing Zhou; Lei Feng; Hongxin Cai; Weijia Liu; Fuze Tian; Qunxi Dong; Rui Liu.

7.A Multiview Brain Network Transformer Fusing Individualized Information for Autism Spectrum Disorder Diagnosis. IEEE Journal of Biomedical and Health Informatics, Volume: 28 (8): 4854 – 4865, Qunxi Dong; Hongxin Cai; Zhigang Li; Jingyu Liu; Bin Hu.

8.Effective hyper-connectivity network construction and learning: Application to major depressive disorder identification. Computers in Biology and Medicine, Volume:171, Jingyu Liu, Wenxin Yang, Yulan Ma , Qunxi Dong, Yang Li, Bin Hu.

9.Estimating Functional Brain Networks by Low-Rank Representation with Local Constraint. IEEE Transactions on Neural Systems and Rehabilitation Engineering, Volume 32: 684-695, Zhigang Li; Weimin Zheng; Honghong Liu; Jingyu Liu; Chang Yan; Zhiqun Wang; Bin Hu; Qunxi Dong.

10.Correlation Studies of Hippocampal Morphometry and Plasma NFL Levels in Cognitively Unimpaired Subjects. IEEE Transactions on Computational Social Systems, Volume 10(6): 3602-3608, Qunxi Dong; Zhigang Li; Weijia Liu; Kewei Chen; Yi Su; Jianfeng Wu.

11.Deep Fusion of Multi-Template using Spatio-Temporal Weighted Multi-Hypergraph Convolutional Networks for Brain Disease Analysis. IEEE Transactions on Medical Imaging, Volume 43(2): 860-873, Jingyu Liu, Weigang Cui, Yipeng Chen, Yulan Ma, Qunxi Dong, Ran Cai, Yang Li, Bin Hu.

12.A Novel Intelligence Evaluation Framework: Exploring the Psychophysiological Patterns of Gifted Students. IEEE Transactions on Computational Social Systems, Volume 11(2): 2036 -2045, Jian Shen; Kexin Zhu; Zeguang Zhao; Huajian Liang; Yu Ma; Kun Qian; Yanan Zhang; Qunxi Dong.

13.A Study of Major Depressive Disorder Based on Resting-State Multilayer EEG Function Network. IEEE Transactions on Computational Social Systems Volume 11(2): 2256 - 2266, Shuting Sun, Shanshan Qu, Chang Yan, Gang Luo, Xuesong Liu, Qunxi Dong.

14. Classification of Alzheimer's disease based on hippocampal multivariate morphometry statistics. CNS Neuroscience & Therapeutics, Volume 29(9): 2457-2468, Weimin Zheng, Honghong Liu, Zhigang Li, Kuncheng Li, Yalin Wang, Bin Hu, Qunxi Dong, Zhiqun Wang.

15.Multi-task dictionary learning based on convolutional neural networks for longitudinal clinical score predictions in Alzheimer’s disease[C], Human Brain and
Artificial Intelligence: First International Workshop, HBAI 2019, Held in Conjunction with IJCAI 2019, Macao, China: 21-35, Qunxi Dong et al.

16.基于异步芯片的多模态神经生理信号采集技术[J],数据采集与处理(2022), 朱立贤,田福泽,董群喜*,赵庆林,何安平,郑炜豪,胡斌*

17.刘晓星, 董群喜, 师乐, 等. 新型精神健康诊疗技术的挑战与机遇——第735次香山科学会议纪要 [J] . 中华精神科杂志, 2023, 56(1) : 67-70. DOI: 10.3760/cma.j.cn113661-20221125-00321

教学工作

1.《生物医学大数据》

2.《脑科学与类脑智能概论》

3.《Python语言程序设计》

荣誉奖励

1.指导2名研究生获得国家奖学金

2.指导学生获市级或校级大创项目奖4项,获全国生物医学工程大赛二等奖1项

社会兼职