女，博士，计算机与信息工程学院讲师。
从事磁共振信号处理与分析、医学图像、机器学习、人工智能研究。曾作为课题组骨干参与中瑞国际教育交流与合作项目1项、国家自然科学基金2项、福建省杰出青年科学基金项目1项，在IEEE Transactions on Instrumentation and Measurement、IEEE Transactions on BioMedical Engineering、Angewandte Chemie International Edition等行业权威学术期刊上发表论文十余篇，并担任IEEE Transactions on Medical Imaging等国际期刊审稿人。
教育背景
l 2012.09-2016.07 厦门大学 本科
l 2016.09-2023.12 厦门大学 博士（硕博连读）
l 2022.02-2023.02 瑞典哥德堡大学暨国家磁共振中心 联合培养博士（国家留学基金委资助）
工作经历
l 2025.01-2025.05 山东省立医院影像研究所 研究助理
l 2025.08-至今 厦门理工学院 讲师
部分科研项目
l 快速磁共振波谱及其结构生物学中的应用 学生负责人 国家自然科学基金国际合作与交流项目(No. 61811530021) 2018.01-2021.12
l 计算磁共振波谱成像 参与执行 国家自然科学基金优青项目(No. 62122064) 2022.01-2024.12
l 基于低秩Hankel矩阵的快速高维磁共振波谱重建 参与执行，国家自然科学基金面上项目(No. 61571380) 2016.01-2019.12
学术论文
[1] Tianyu Qiu, Wenjing Liao, Yihui Huang, Jinyu Wu, Di Guo, Dongbao Liu, Xin Wang, Jian-feng Cai, Bingwen Hu, Xiaobo Qu, An automatic denoising method for NMR spectroscopy based on low-rank Hankel model, IEEE Transactions on Instrumentation and Measurement, 70: 1-12, 2021. (JCR2, IF 5.33)
[2] Tianyu Qiu, Amir Jahangiri, Xiao Han, Dmitry Lesovoy, Tatiana Agback, Peter Agback, Adnane Achour, Xiaobo Qu, Vladislav Orekhov, Resolution enhancement of NMR by decoupling with the low-rank Hankel model, Chemical Communications, 59(36): 5475-5478, 2023. (JCR2, IF 6.07)
[3] Tianyu Qiu, Wang Zi, Di Guo, Xiaobo Qu, Review and prospect: NMR spectroscopy denoising & reconstruction with low rank Hankel matrices and tensors, Magnetic Resonance in Chemistry, 2020. (JCR3, IF 2.39) [MRC top cited paper]
[4] Xiaobo Qu, Tianyu Qiu, Di Guo, Hengfa Lu, Jiaxi Ying, Ming Shen, Bingwen Hu, Vladislav Orekhov, Zhong Chen, High-fidelity spectroscopy reconstruction in accelerated NMR, Chemical Communications, 54(78): 10958-10961, 2018. (JCR2, IF 6.07)
[5] Xiaobo Qu, Yihui Huang, Hengfa Lu, Tianyu Qiu, Di Guo, Vladislav Orekhov, Zhong Chen. Accelerated nuclear magnetic resonance spectroscopy with deep learning, Angewandte Chemie International Edition, 132(26), 10383-10386, 2020. (JCR1, IF 16.82, TOP)
[6] Di Guo, Sijin Li, Jun Liu, Zhangren Tu, Tianyu Qiu, Jingjing Xu, Liubin Feng, Donghai Lin, Qing Hong, Meijin Lin, Yanqin Lin, Xiaobo Qu. CloudBrain-NMR: An intelligent cloud computing platform for NMR spectroscopy processing, reconstruction and analysis, IEEE Transactions on Instrumentation and Measurement, 73: 1-11, 2024. (JCR2, IF 5.33)
[7] Dicheng Chen, Wanqi Hu, Huiting Liu, Yirong Zhou, Tianyu Qiu, Yihui Huang, Zi Wang, Meijin Lin, Liangjie Lin, Zhigang Wu, Jiazheng Wang, Hao Chen, Xi Chen, Gen Yan, Di Guo, Jianzhong Lin, Xiaobo Qu, Magnetic resonance spectroscopy deep learning denoising using few in vivo data, IEEE Transactions on Computational Imaging, 9: 448-458, 2023. (JCR2, IF. 4.71)
[8] 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, 2017. (JCR2, IF 4.76)
[9] 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: Virtual peak enables highly accelerated NMR spectroscopy and faithful quantitative measures, IEEE Transactions on Computational Imaging, 9: 1043-1057, 2023. (JCR2, IF 5.40)
[10] Wanqi Hu, Huiting Liu, Dicheng Chen, Tianyu Qiu, Hongwei Sun, Chunyan Xiong, Jianzhong Lin, Di Guo, Hao Chen, Xiaobo Qu. Coil combination of multichannel single voxel magnetic resonance spectroscopy with repeatedly sampled in vivo data, Molecules, 26(13):3896, 2021. (JCR2, IF. 4.20)
