wangzi

 

王孜的个人主页 (English, 中文)

博士研究生
 
厦门大学 电子科学与技术学院(国家示范性微电子学院)电子科学系
 
Email: wangziblake@163.com
 
研究小组:计算感知@磁共振医学成像研究中心
 
 
 



个人简历 研究兴趣 教育背景 研究经历 专业技能 获奖 研究成果

个人简历

厦门大学电子科学系,健康医疗大数据国家研究院博士研究生

研究兴趣
d 磁共振波谱、成像 d 机器学习、深度学习
教育背景
d

博士研究生 (2020年9月-至今) 
硕博连读
导师:屈小波
厦门大学电子科学系物理电子学专业
厦门大学健康医疗大数据国家研究院

d

硕士研究生 (2019年9月-2020年7月) 
研究生免试保送
导师:屈小波
厦门大学电子科学系物理电子学专业

d

本科 (2015年9月-2019年7月)
浙江工商大学电子信息工程专业

研究经历
专业技能
d 掌握的深度学习平台:TensorFlow、PyTorch
d 掌握的编程语言:C、Matlab、Python
奖项荣誉
2022年,第十二届福建省“挑战杯”大学生创业计划竞赛金奖
2022年,厦门大学柳玉滨青年科技奖学金
2021年,厦门大学“三好学生”称号
2021年,第七届福建省“互联网+”大学生创新创业大赛银奖
2021年,厦门大学中国工商银行奖学金
2018年,美国大学生数学建模竞赛(MCM)二等奖
2017年,全国大学生数学建模竞赛浙江赛区一等奖
2017年,浙江省政府奖学金、出国(境)留学一等奖学金
2017年,浙江工商大学综合一等奖学金、“优秀学生干部”称号
研究成果
(1)期刊论文(#:共同一作)
d Zi Wang, Zhangren Tu, Yihui Huang, Yirong Zhou, Jian Wang, Liubin Feng, Donghai Lin, Yongfu You, Tatiana Agback, Vladislav Orekhov, Xiaobo Qu*, A sparse model-inspired deep thresholding network for exponential signal reconstruction—Application in fast biological spectroscopy, IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109/TNNLS.2022.3144580, 2022. (SCI, JCR 1, TOP, IF 14.25)
d Zi Wang, Chen Qian, Di Guo, Hongwei Sun, Rushuai Li, Bo Zhao, Xiaobo Qu*, One-dimensional deep low-rank and sparse network for accelerated MRI, IEEE Transactions on Medical Imaging, DOI: 10.1109/TMI.2022.3203312, 2022. (SCI, JCR 1, TOP, IF 11.03)
d Dicheng Chen#, Zi Wang#, Di Guo, Vladislav Orekhov, Xiaobo Qu*, Review and prospect: Deep learning in nuclear magnetic resonance spectroscopy, Chemistry -A European Journal, 26: 10391-10401, 2020. (SCI, JCR 2, TOP, IF 5.02) [Frontipiece]
d Qinqin Yang, Zi Wang, Kunyuan Guo, Congbo Cai, Xiaobo Qu*, Physics-driven synthetic data learning for biomedical magnetic resonance: The imaging physics-based data synthesis paradigm for artificial intelligence, IEEE Signal Processing Magazine, DOI: 10.1109/MSP.2022.3183809, 2022. (SCI, JCR 1, TOP, IF 15.20)
d Yihui Huang, Jinkui Zhao, Zi Wang, Di Guo, Vladislav Orekhov, Xiaobo Qu*, Exponential signal reconstruction with deep Hankel matrix factorization, IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109/TNNLS.2021.3134717, 2022. (SCI, JCR 1, TOP, IF 14.25)
d Tianyu Qiu, Zi Wang, Huiting Liu, Di Guo, Xiaobo Qu*, Review and prospect: NMR spectroscopy denoising and reconstruction with low rank Hankel matrices and tensors, Magentic Resonance in Chemistry, 59: 324-345, 2020. (SCI, JCR 4, IF 2.39)
d Zhangren Tu, Zi Wang, Jiaying Zhan, Yihui Huang, Xiaofeng Du, Xiaobo Qu, Di Guo*, A partial sum of singular-value-based reconstruction method for non-uniformly sampled NMR spectroscopy, IET Signal Processing, 15: 14-27, 2021. (SCI, JCR 4, IF 1.81)
d Dongbao Liu, Yonggui Yang, Dicheng Chen, Zi Wang, Di Guo, Lijun Bao, Jiyang Dong, Xin Wang, Xiaobo Qu*, Brain metabolic differences between temporal lobe epileptic seizures and organic non-epileptic seizures in postictal phase: A retrospective study with magnetic resonance spectroscopy, Quantitative Imaging in Medicine and Surgery, 11: 3781-3791, 2021. (SCI, JCR 2, IF 4.63)
d Gushan Zeng, Yi Guo, Jiaying Zhan, Zi Wang, Xiaobo Qu, Di Guo*, A review on deep learning MRI reconstruction without fully sampled k-space, BMC Medical Imaging, 21: 195, 2021. (SCI, JCR 4, IF 2.79)
(2)会议论文/摘要
d Zi Wang, Yihui Huang, Zhangren Tu, Di Guo, Vladislav Orekhov, Xiaobo Qu*, Memory-friendly and robust deep learning architecture for accelerated MRI, International Society for Magnetic Resonance in Medicine Scientific Meeting (ISMRM' 2022), 2022, p. 4301.
d Zi Wang, Chen Qian, Di Guo, Hongwei Sun, Rushuai Li, Xiaobo Qu*, Accelerated magnetic resonance spectroscopy with model-inspired deep learning, International Society for Magnetic Resonance in Medicine Scientific Meeting (ISMRM' 2021), 2021, p. 1969.
d Xinlin Zhang, Zi Wang, Xi Peng, Qin Xu, Di Guo, Xiaobo Qu*, Accelerated image reconstruction with separable Hankel regularization in parallel MRI, the 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’21), 2021, pp. 3403-3406. (EI)
d Yirong Zhou, Chen Qian, Yi Guo, Zi Wang, Jian Wang, Biao Qu, Di Guo, Yongfu You, Xiaobo Qu*, XCloud-pFISTA: A medical intelligence cloud for accelerated MRI, the 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’21), 2021, pp. 3289-3292. (EI)
d Chen Qian, Zi Wang, Xinlin Zhang, Boxuan Shi, Di Guo, Boyu Jiang, Ran Tao, Xiaobo Qu*, Low-rank shot-phase estimation for multi-shot DWI reconstruction, International Society for Magnetic Resonance in Medicine Scientific Meeting (ISMRM' 2022), 2022, p. 4687.
d Yirong Zhou, Chen Qian, Yi Guo, Zi Wang, Jian Wang, Biao Qu, Di Guo, Yongfu You, Xiaobo Qu*, XCloud-pFISTA: A medical intelligence cloud for accelerated MRI reconstruction, International Society for Magnetic Resonance in Medicine Scientific Meeting (ISMRM' 2022), 2022, p. 4302.
d Yihui Huang, Jinkui Zhao, Zi Wang, Di Guo, Xiaobo Qu*, Accelerate magnetic resonance spectroscopy with deep low rank Hankel matrix, International Society for Magnetic Resonance in Medicine Scientific Meeting (ISMRM' 2021), 2021, p. 1996.
d Xinlin Zhang, Hengfa Lu, Zi Wang, Xi Peng, Feng Huang, Qin Xu, Di Guo, Xiaobo Qu*, Fast T2 mapping with improved accuracy using memory-efficient low-rank Hankel matrix reconstruction, International Society for Magnetic Resonance in Medicine Scientific Meeting (ISMRM' 2021), 2021, p. 3079.
(3)预印本
d Chen Qian, Zi Wang, Xinlin Zhang, Boxuan Shi, Boyu Jiang, Ran Tao, Di Guo, Xiaobo Qu*, A paired phase and magnitude reconstruction for advanced diffusion-weighted imaging, arXiv preprint, arXiv:2203.14559, 2022.
d Di Guo, Zhangren Tu, Yi Guo, Yirong Zhou, Jian Wang, Zi Wang, Tianyu Qiu, Min Xiao, Liubin Feng, Yuqing Huang, Donghai Lin, Yongfu You, Amir Goldbourt, Xiaobo Qu*, XCloud-VIP: The virtual peak enables highly accelerated NMR spectroscopy and faithful quantitative measures, arXiv preprint, arXiv:2013.11675, 2021.
d Dicheng Chen, Wanqi Hu, Huiting Liu, Yirong Zhou, Tianyu Qiu, Yihui Huang, Zi Wang, Jiazheng Wang, Liangjie Lin, Zhigang Wu, Hao Chen, Xi Chen, Gen Yan, Di Guo, Jianzhong Lin, Xiaobo Qu*, Magnetic resonance spectroscopy deep learning denoising using few in vivo data, arXiv preprint, arXiv:2101.11442, 2022.
(4)专利
王孜, 俞晓锋, 赵玉美, 吴文慧, 潘洪明. 一种基于安卓平台的全向移动机器人停车系统, 中国实用新型专利, 授权号: 201820485144.4, 申请日: 08/04/2018, 授权日: 07/12/2018.
屈小波, 王孜. 一种快速磁共振智能成像方法, 中国发明专利, 专利号: 202111203947.9, 申请日: 10/15/2021.