研究方向：

       医学图像处理/脑机接口

      联系邮箱：juan.yang@sdnu.edu.cn

      教育背景：

      2011.09-2015.12 山东大学 博士；

      2012.09-2014.09 美国杜克大学 联合培养博士

      2008.09-2011.06 山东师范大学 硕士

      2004.09-2008.06 山东师范大学 学士

      科研项目：

      1.自然科学基金面上项目（ZR2021MA058）， 肿瘤放疗中联合生物物理信息的形变配准建模方法构建四维MRI研究， 2022.01-2024.12，10万，主持，结题

      2.国家自然科学基金应急项目（61741117）：基于实时个体化呼吸运动建模的四维磁共振图像重建算法研究， 2018.01-2018.12，8万，主持，结题

      3.国家自然科学基金应急项目（11747085）：关于医学物理中四维医学图像重建的理论研究， 2018.01-2018.12，5万，主持，结题

      4.山东省自然科学基金（ZR017BF008），基于实时呼吸运动场预测的四维医学图像重建算法研究， 2017.08-2019.12，9万，主持，结题

      5.中国博士后自然科学基金（2016M600554），四维医学图像重建算法研究及临床应用， 2016.08-2018.08，8万，主持，结题

      6.山东师范大学2018青年科技项目培育基金，基于新型形变配准技术的四维医学图像重建算法研究， 2018.12-2020.12，2万，主持，结题

      论文发表：

      1.Xinhang Gu, Hui Peng, Xuedou Xiong, Chaoyue Wang, Juan Yang（通信作者）. Multi-scale CNN-LSTM network for motor imagery EEG signals Classification. The 14th International Conference on Computer Engineering and Networks. 2024-10-18至2024-10-21.喀什. (会议论文，EI收录)

      2.Chaoyue Wang, Yanchao Lou, Hui Peng, Xuedou Xiong, Xinhang Gu, Juan Yang （通信作者）. TMANet: An innovative approach for classifying motor imagery EEG signals related to motor movements. 2024 IEEE 12th international conference on computer science and network technology. 2024-10-19至2024-10-20. (会议论文，EI收录)

      3.Xuedou Xiong, Hui Peng, Chaoyue Wang, Xinhang Gu, Yanchao Lou, Juan Yang （通信作者）. A convolutional neural network based graph theory for EEG classification of motor imagery. IEEE 16TH Intl. Conf. On Advanced Infcomm Tchnology (ICAIT). 湖北,2024-8-16至2024-8-19. (会议论文，EI收录)

      4.Hang Zhang, Hui Peng, Haipeng Xu, Fen Zhao, Yanchao Lou, Juan Yang（通信作者）. An unsupervised convolutional LSTM Networks (C-LSTMNet) for lung 4D-CT registration. IEEE Access, 2024: 12. (期刊论文, SCI 三区)

      5.Hang Zhang, Hui Peng, Zhenzhou Feng, Yanchao Lou, Juan Yang （通信作者）. IHCL: An improved hybrid CNN and LSTM network for feature extraction and classification of motor imagery EEG signals. 2024 3rd International Conference on Image, Signal processing and pattern recognition (ISPP2024). 2024--3-8至2024-3--10.昆明. (会议论文，EI收录)

      6.Zhenzhou Feng, Hang Zhang, Jinhui Yang, Xuedou Xiong, Chaoyue Wang, Juan Yang（通信作者）. Improving motor imagery-based brain-computer interfaces with Chebyshev Graph Neural Networks. 2023 IEEE 11th International Conference on Computer Science and Network Technology (ICCSNT), Dalian, 2023-10-21至2023-10-22.(会议论文，EI收录)

      7.Yang, Juan; Yang, Jinhui; Zhao, Fen; Zhang, Wenjun ; An unsupervised multi-scale framework with attention-based network (MANet) for lung 4D-CT registration, Physics in Medicine and Biology, 2021, 66(13): 135008-135020 (期刊论文，SCI二区)

      8.Hu, Xiaokun; Yang, Jimin; Yang, Juan Y（通信作者）; A CNN-Based Approach for Lung 3D-CT Registration,IEEE Access, 2020, 8: 192835-192843 (期刊论文，SCI二区）

      9.Juan Yang, Xiaokun Hu, Guangpu Shao, Jinmin Yang. A novel 4D-CT sorting method based on combined mutual information and edge gradient. IEEE Access. 2019: 4. (期刊论文，SCI二区论文)

      10.Juan Yang; Hongjun Wang; You Zhang; Yong Yin ; Evaluation of GMI and PMI diffeomorphicbased demons algorithms for aligning PET and CT Images, Journal of Applied Clinical Medical Physics, 2015, 16(4): 18-30 (期刊论文)

      11.Juan Yang ; Jing Cai; Hongjun Wang; Zheng Chang; Brian G. Czito; Mustafa R. Bashir; Manisha Palta; Fang-Fang Yin ; Is Diaphragm Motion a Good Surrogate for Liver Tumor Motion?,International Journal of Radiation Oncology, Biology, Physics, 2014, 90(4): 952-958 (期刊论文，SCI一区论文)

      12.Juan Yang; Jing Cai; Hongjun Wang; Zheng Chang; Brian G. Czito; Mustafa R. Bashir; Fangfang Yin ; Four-Dimensional Magnetic Resonance Imaging Using Axial Body Area as Respiratory Surrogate: Initial Patient Results, International Journal of Radiation Oncology, Biology, Physics, 2013, 88(4): 907-912 (期刊论， SCI一区论文文)

      13.Guangpu Shao; Xiaokun Hu; Jimin Yang; Juan Yang（通信作者） ; Reducing motion artifacts in 4D CT image using principal component analysis combined with linear polynomial fitting model, 2020 International Conference on Electrical, Control, Computing, Communications, Network Engineering,杭州, 2020-6-27至2020-6-28 (会议论文，EI收录)

      14.Xiaokun Hu; Guangpu Shao; Jimin Yang; Juan Yang（通信作者） ; Evaluation and Comparison of Deformable Image Registration Algorithms for 4D CT Images, 第二届计算机信息科学与人工智能国际学术会议, 西安, 2019-10-25至2019-10-27 (会议论文，EI收录)

      社会服务：

      2023.11-2025.04 在新疆喀什大学进行援疆工作