张鑫媛

姓名：张鑫媛

职称：副教授

联系邮箱：zhangxyn@smu.edu.cn

v 学习经历

2006.09-2010.07 中山大学，生物医学工程，学士

2010.09-2015.07 南方医科大学，生物医学工程，博士

v 工作经历

2020.12至今 南方医科大学生物医学工程学院医学信息研究所，副教授

2018.02-2019.02 约翰霍普金斯大学医学院放射学系，访问学者

2015.09-2020.11南方医科大学生物医学工程学院医学信息研究所，讲师

v 研究方向

弥散磁共振成像方法与应用研究，医学磁共振成像，医学图像处理

v 招生方向

v 主要学术任职：

广东省生物医学工程学会，副秘书长

广东省生物医学工程学会智能医学影像分会，委员

广东省康复医学会脑功能检测与调控康复分会，理事

v 主要科研课题：

1. 国家自然科学基金面上项目，2020/01-2023/12，主持

2. 国家自然科学基金青年项目，2017/01-2019/12，主持

3. 广东省自然科学基金面上项目，2026/01-2028/12，主持

4. 广东省自然科学基金面上项目，2023/01-2025/12，主持

5. 广东省自然科学基金面上项目，2019/10-2022/09，主持

6. 广东省自然科学基金博士启动项目，2016/01-2018/12，主持

7. 中国博士后科学基金面上项目，2016/10-2018/10，主持

8. 粤港澳大湾区脑科学与类脑研究中心开放课题基金,  2019/12-2021/11，主持

v 代表性论文：

[1] Li Guo; Jian Lyu; Zhe Zhang; Jinping Shi; Qianjin Feng; Yanqiu Feng; Mingyong Gao; Xinyuan Zhang*, A Joint Framework for Denoising and Estimating Diffusion Kurtosis Tensors Using Multiple Prior Information, IEEE Transactions on Medical Imaging, 2022, 41(2): 308-319

[2] Yunwei Chen; Jialong Li; Qiqi Lu; Ye Wu; Xiaoming Liu; Yuanyuan Gao; Yanqiu Feng; Zhicheng Zhang*; Xinyuan Zhang*, Spherical Harmonics-Based Deep Learning Achieves Generalized and Accurate Diffusion Tensor Imaging, IEEE Journal of Biomedical and Health Informatics, 2025, 29(1): 456-467 

[3] Yiqiong Yang; Yitian Yuan; Baoxing Ren; Ye Wu; Yanqiu Feng; Xinyuan Zhang*, Deep Learning-Based Diffusion MRI Tractography: Integrating Spatial and Anatomical Information, NeuroImage, 2025, 317: 121314 

[4] Xinyuan Zhang#; Jie Peng; Man Xu; Wei Yang; Zhe Zhang; Hua Guo; Wufan Chen; Qianjin Feng*; Ed.X Wu*; Yanqiu Feng#, Denoise diffusion-weighted images using higher-order singular value decomposition, NeuroImage, 2017, 156: 128-145

[5] Xinyuan Zhang; Zhubiao Xu; Nan Jia;, Wei Yang; Qianjin Feng; Wufan Chen*; Yanqiu Feng*, Denoising of 3D Magnetic Resonance Images by Using Higher-Order Singular Value Decomposition, Medical Image Analysis, 2015, 19(1): 75-86.

[6] Ziru Qiu#; Gui Fu#; Yuhao Lin; Haoran Xie; Jiahui Liang; Jie Pan; YunPeng Li; Yanqiu Feng; Xiaofei Lv*; Xinyuan Zhang*, MRI Assessment of Radiation‐Induced Delayed‐Onset Microstructural Gray Matter Changes in Nasopharyngeal Carcinoma Patients, Journal of Magnetic Resonance Imaging, 2026, 63(2), 538-548

[7] Baoxing Ren; Ye Wu; Yan Liu; Yongpeng Bai; Quan Tao; Yanqiu Feng*; Xinyuan Zhang*, A relaxation-diffusion MRI dataset of aging mouse brains at 9.4 Tesla, Scientific Data 12 (1), 1797

[8] Wenjun Hu^#; Ziru Qiu^#; Qin Huang; Yuhao Lin; Jiaying Mo; Linhui Wang; Jingyi Wang; Kan Deng; Yanqiu Feng; Xinyuan Zhang*; Xiangliang Tan*, Microstructural changes of the white matter in systemic lupus erythematosus patients without neuropsychiatric symptoms: a multi-shell diffusion imaging study, Arthritis Research & Therapy, 2024;26:110

[9] Jie Pan#; Ziru Qiu#; Gui Fu; Jiahui Liang; Yunpeng Li; Yanqiu Feng; Xinyuan Zhang*; Xiaofei Lv*, Non-complete recovery of temporal lobe white matter diffusion metrics at one year Post-Radiotherapy: Implications for Radiation-Induced necrosis risk, Radiotherapy and Oncology 2024, 199, 110420

[10] Yiou Wang; Yiqiong Yang; Ziru Qiu; Yanjun Chen; Xinru Zhang; Qianyi Qiu; Yi Yang; Qinglin Xie; Xinyuan Zhang*; Xiaodong Zhang*, Assessment of Age-Related Microstructure Changes in Thigh Skeletal Muscle Based on Neurite Orientation Dispersion and Density Imaging, J Magn Reson Imaging, 2025,61(6),  2601-2614