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Homepage of Xinlin Zhang (English, 中文) |
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| Ph.D. student | ||||
| Department of Electronic Science, School of Electronic Science and Engineering (National Model Microelectronics College), Xiamen University. | ||||
| Email: xinlin@stu.xmu.edu.cn. | ||||
| Computational Sensing Group, a part of the Research Center of Magnetic Resonance and Medical Imaging at Xiamen University. | ||||
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Biosketch |
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Xinlin Zhang is a Ph.D. candidate of Department of Electronic Science at Xiamen University in China. |
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Signal processing | |||||||||
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Magnetic resonance imaging | |||||||||
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Optimization | |||||||||
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Computational imaging | |||||||||
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Ph.D. Student (Postgraduate recommendation without examination) (Sept. 2016 - Current) Advisor: Prof. Xiaobo Qu. Department of Electronic Science, Xiamen University, China. |
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B.S. (Sept. 2012 - June 2016) |
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| Engaged Projects | ||||||||||
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National Key R&D Program of China (No. 2017YFC0108703) (06/2017 - 12/2021) Student leader |
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National Natural Science Foundation of China (No. 61971361) (01/2020 - 12/2023) | |||||||||
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National Natural Science Foundation of China (No. 61571380) (01/2016 - 12/2019) | |||||||||
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2021, Young Investigator Award, Overseas Chinese Society for Magnetic Resonance in Medicine. | |||||||||
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2016, The First Prize of China Graduate Electronic Design Contest. | |||||||||
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2016, Outstanding Graduates Award, Xiamen University. | |||||||||
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2016, Triple-A Student, Xiamen University. | |||||||||
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2015, Construction Bank Scholarship Award, Xiamen University. | |||||||||
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2014, The First Prize of China Undergraduate Mathematical Contest in Modeling (Provincial Competition Area, as a team). | |||||||||
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2013, An Excellent member of the social practice team, Xiamen University. | |||||||||
| (1) Preprint | ||||||||||
| (2) Journal Papers | ||||||||||
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Xinlin Zhang, Hengfa Lu, Di Guo, Zongying Lai, Huihui Ye, Xi Peng, Bo Zhao, Xiaobo Qu*, Accelerated MRI reconstruction with separable and enhanced low-rank Hankel regularization, IEEE Transactions on Medical Imaging, 41(9): 2486-98, 2022. (SCI, JCR 1, IF: 10.05, TOP Journal) | |||||||||
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Xinlin Zhang, Hengfa Lu, Di Guo, Lijun Bao, Feng Huang, Qin Xu, Xiaobo Qu*, A guaranteed convergence analysis for the projected fast iterative soft-thresholding algorithm in parallel MRI, Medical Image Analysis, 69: 101987, 2021. (SCI, JCR 1, IF: 11.15, TOP Journal) | |||||||||
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Xinlin Zhang, Di Guo, Yiman Huang, Ying Chen, Liansheng Wang, Feng Huang, Qin Xu, Xiaobo Qu*, Image reconstruction with low-rankness and self-consistency of k-space data in parallel MRI, Medical Image Analysis, 63: 101687, 2020. (SCI, JCR 1, IF: 11.15, TOP Journal) | |||||||||
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Yuhan Hu, Xinlin Zhang, Dicheng Chen, Zhiping Yan, Xiaoyong Shen, Gen Yan, Lin Ou-yang, Jianzhong Lin, Jiyang Dong, Xiaobo Qu*, Spatiotemporal flexible sparse reconstruction for rapid dynamic contrast-enhanced MRI, IEEE Transactions on Biomedical Engineering, 69(1): 229-243, 2022. (SCI, JCR 2, IF: 4.49) | |||||||||
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Yiman Huang, Xinlin Zhang, Hua Guo, Huijun Chen, Di Guo, Feng Huang, Qin Xu, Xiaobo Qu*, Phase-constrained reconstruction of high-resolution multi-shot diffusion weighted image, Journal of Magnetic Resonance, 312: 106690, 2020. (SCI, JCR 3, IF: 2.62) | |||||||||
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Tieyuan Lu, Xinlin Zhang, Yihui Huang, Di Guo, Feng Huang, Qin Xu, Yuhan Hu, Lin Ou-Yang, Jianzhong Lin, Zhiping Yan, Xiaobo Qu*, pFISTA-SENSE-ResNet for parallel MRI reconstruction, Journal of Magnetic Resonance, 318: 106790, 2020. (SCI, JCR 3, IF: 2.62) | |||||||||
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Hengfa Lu, Xinlin Zhang, Tianyu Qiu, Jian Yang, Jiaxi Ying, Di Guo, Zhong Chen, Xiaobo Qu*, Low rank enhanced matrix recovery of hybrid time and frequency data in fast magnetic resonance spectroscopy, IEEE Transactions on Biomedical Engineering, 65(4): 809-820, 2018. (SCI, JCR 2, IF: 4.42) | |||||||||
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Zongying Lai, Xinlin Zhang, Di Guo, Xiaofeng Du, Yonggui Yang, Gang Guo, Zhong Chen, Xiaobo Qu*, Joint sparse reconstruction of multi-contrast MRI images with graph based redundant wavelet transform, BMC Medical Imaging, 18(1): 7, 2018. (SCI, JCR 4, IF: 1.79) | |||||||||
| (3) Conference Paper | ||||||||||
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Xinlin Zhang, Zi Wang, Xi Peng, Qin Xu, Di Guo, Xiaobo Qu*, AAccelerated image reconstruction with separable Hankel regularization in parallel MRI, The 43th Annual International Conference of the IEEE Engineering in Medicine and Biology Society-EMBC'21, pp. 3403-3406, Oct 31 - Nov 4, 2021, Virtual Conference, 2021. | |||||||||
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Hengfa Lu, Xinlin Zhang, Tianyu Qiu, Jian Yang, Jiaxi Ying, Di Guo, Zhong Chen, Xiaobo Qu*, A low rank hankel matrix reconstruction method for ultrafast magnetic resonance spectroscopy, The 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society-EMBC'17, pp. 3269-3272, July 11-15, Jeju Island, Korea, 2017. | |||||||||
| (4) Journal Abstract | ||||||||||
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Xinlin Zhang, Hengfa Lu, Zi Wang, Xi Peng, Feng Huang, Qin Xu, Di Guo, and Xiaobo Qu*, Fast T2 Mapping with Improved Accuracy Using Memory-Efficient Low-Rank Hankel Matrix Reconstruction, International Society for Magnetic Resonance in Medicine 29th Scientific Meeting-ISMRM’20, Virtual Conference, May 15-20, 2021, pp. 3079. | |||||||||
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Xinlin Zhang, Di Guo, Yiman Huang, Ying Chen, Liansheng Wang, Feng Huang, Xiaobo Qu*, Image Reconstruction with Low-rankness and Self-consistency of k-space Data in Parallel MRI, International Society for Magnetic Resonance in Medicine 28th Scientific Meeting-ISMRM’20, Sydney, Australia, April 18-23, 2020, pp. 3498. | |||||||||
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Xinlin Zhang, Hengfa Lu, Di Guo, Lijun Bao, Feng Huang, Xiaobo Qu*, A Convergence Proof of Projected Fast Iterative Soft-thresholding Algorithm for Parallel Magnetic Resonance Imaging, International Society for Magnetic Resonance in Medicine 28th Scientific Meeting-ISMRM’20, Sydney, Australia, April 18-23, 2020, pp. 3492. | |||||||||
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Yiman Huang, Xinlin Zhang, Hua Guo, Huijun Chen, Di Guo, Xiaobo Qu*, Phase-constrained reconstruction of high-resolution multi-shot diffusion weighted image, International Society for Magnetic Resonance in Medicine 28th Scientific Meeting-ISMRM’20, Sydney, Australia, April 18-23, 2020, pp. 4345. | |||||||||
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Tieyuan Lu, Xinlin Zhang, Yihui Huang, Di Guo, Xiaobo Qu*, pFISTA-SENSE-ResNet for parallel MRI reconstruction, International Society for Magnetic Resonance in Medicine 28th Scientific Meeting-ISMRM’20, Sydney, Australia, April 18-23, 2020, pp. 3433. | |||||||||
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Hengfa Lu, Xinlin Zhang, Tianyu Qiu, Jian Yang, Di Guo, Zhong Chen, Xiaobo Qu*, A low rank Hankel matrix reconstruction approach to recover hybrid time and frequency data in non-uniformly sampled magnetic resonance spectroscopy, International Society for Magnetic Resonance in Medicine 25th Scientific Meeting-ISMRM’17, Honolulu, USA, April 22-27, 2017, pp. 1418. | |||||||||