070208-无线电物理

医学影像数据处理
人工智能
生物医学工程

2013-09--2019-05   中国科学院武汉物理与数学研究所   博士学位
2008-09--2012-06   华中科技大学   学士学位

   

2023-01~2026-01,中国科学院精密测量科学与技术创新研究院, 副研究员
2019-06~2023-01,中国科学院精密测量科学与技术创新研究院, 博士后

   

（1） 新冠肺炎疫情防控突出贡献集体, 一等奖, 研究所（学校）, 2020
（2） 中国科学院院长优秀奖, 一等奖, 院级, 2019

（ 1 ） 基于人工智能的肺部多核MRI双域超分辨率重建方法, 发明专利, 2022, 第 2 作者, 专利号: CN114140404A

（ 2 ） 多任务复值深度学习的欠采样肺部气体MRI重建方法, 发明专利, 2021, 第 3 作者, 专利号: CN113506258A

（ 3 ） 一种基于动脉自旋标记的脑低灌注区精准定量方法, 发明专利, 2021, 第 4 作者, 专利号: CN112288705A

（ 4 ） 一种基于脑血流的侧支血管及组织功能评估方法, 发明专利, 2021, 第 5 作者, 专利号: CN112263225A

（ 5 ） 多模态磁共振成像的脑部DWI高亮信号区定量分析方法, 发明专利, 2021, 第 3 作者, 专利号: CN112263232A

（ 6 ） 一种深度学习的高欠采样超极化气体肺部MRI重建方法, 发明专利, 2019, 第 4 作者, 专利号: CN109410289A

（ 7 ） 一种自适应高欠采样超极化气体肺部动态MRI重建方法, 发明专利, 2019, 第 2 作者, 专利号: CN109247939A

（ 8 ） 一种基于变采样率的肺部超极化气体动态成像方法, 发明专利, 2017, 第 2 作者, 专利号: CN106355624A

（ 9 ） 基于过完备字典与先验知识的高质量肺部磁共振成像方法, 发明专利, 2015, 第 2 作者, 专利号: CN104825161A

（ 10 ） 一种基于重采样和稀疏分解的磁共振图像降噪方法, 发明专利, 2015, 第 2 作者, 专利号: CN104376541A

   

[1] Li, Zimeng, Xiao, Sa, Wang, Cheng, Li, Haidong, Zhao, Xiuchao, Zhou, Qian, Rao, Qiuchen, Fang, Yuan, Xie, Junshuai, Shi, Lei, Ye, Chaohui, Zhou, Xin. Complementation-reinforced network for integrated reconstruction and segmentation of pulmonary gas MRI with high acceleration. MEDICAL PHYSICS. 2023, http://dx.doi.org/10.1002/mp.16591.
[2] Duan, Caohui, Bian, Xiangbing, Cheng, Kun, Lyu, Jinhao, Xiong, Yongqin, Xiao, Sa, Wang, Xueyang, Duan, Qi, Li, Chenxi, Huang, Jiayu, Hu, Jianxing, Wang, Z Jane, Zhou, Xin, Lou, Xin. Synthesized 7T MPRAGE From 3T MPRAGE Using Generative Adversarial Network and Validation in Clinical Brain Imaging: A Feasibility Study. JOURNAL OF MAGNETIC RESONANCE IMAGING. 2023, http://dx.doi.org/10.1002/jmri.28944.
[3] Lyu, Jinhao, Xiao, Sa, Meng, Zhihua, Wu, Xiaoyan, Chen, Wen, Wang, Guohua, Niu, Qingliang, Li, Xin, Bian, Yitong, Han, Dan, Guo, Weiting, Yang, Shuai, Bian, Xiangbing, Duan, Qi, Lan, Yina, Wang, Liuxian, Zhang, Tingyang, Duan, Caohui, Chen, Ling, Tian, Chenglin, Pan, Yuesong, Zhou, Xin, Lou, Xin, MRSTARS Investigators. Collateral-Core Ratio as a Novel Predictor of Clinical Outcomes in Acute Ischemic Stroke. TRANSLATIONAL STROKE RESEARCH[J]. 2023, 14(1): 73-82, [4] Zhou, Qian, Li, Haidong, Rao, Qiuchen, Zhang, Ming, Zhao, Xiuchao, Shen, Luyang, Fang, Yuan, Li, Hongchuang, Liu, Xiaoling, Xiao, Sa, Shi, Lei, Han, Yeqing, Ye, Chaohui, Zhou, Xin. Assessment of pulmonary morphometry using hyperpolarized Xe-129 diffusion-weighted MRI with variable-sampling-ratio compressed sensing patterns. MEDICAL PHYSICS[J]. 2023, 50(2): 867-878, http://dx.doi.org/10.1002/mp.16018.
[5] Duan, Caohui, Deng, He, Xiao, Sa, Xie, Junshuai, Li, Haidong, Zhao, Xiuchao, Han, Dongshan, Sun, Xianping, Lou, Xin, Ye, Chaohui, Zhou, Xin. Accelerate gas diffusion-weighted MRI for lung morphometry with deep learning. EUROPEAN RADIOLOGY[J]. 2022, 32(1): 702-713, http://dx.doi.org/10.1007/s00330-021-08126-y.
[6] Duan, Caohui, Xiong, Yongqin, Cheng, Kun, Xiao, Sa, Lyu, Jinhao, Wang, Cheng, Bian, Xiangbing, Zhang, Jing, Zhang, Dekang, Chen, Ling, Zhou, Xin, Lou, Xin. Accelerating susceptibility-weighted imaging with deep learning by complex-valued convolutional neural network (ComplexNet): validation in clinical brain imaging. EUROPEAN RADIOLOGY[J]. 2022, 32(8): 5679-5687, http://dx.doi.org/10.1007/s00330-022-08638-1.
[7] Cheng Wang, Haidong Li, Sa Xiao, Zimeng Li, Xiuchao Zhao, Junshuai Xie, Chaohui Ye, Liming Xia, Xin Lou, Xin Zhou. Abnormal dynamic ventilation function of COVID-19 survivors detected by pulmonary free-breathing proton MRI. EUROPEAN RADIOLOGY[J]. 2022, https://link.springer.com/article/10.1007/s00330-022-08605-w.
[8] Lyu, Jinhao, Duan, Qi, Xiao, Sa, Meng, Zhihua, Wu, Xiaoyan, Chen, Wen, Wang, Guohua, Niu, Qingliang, Li, Xin, Bian, Yitong, Han, Dan, Guo, Weiting, Yang, Shuai, Bian, Xiangbing, Lan, Yina, Wang, Liuxian, Zhang, Tingyang, Duan, Caohui, Zhang, Dekang, Wang, Xueyang, Chen, Ling, Tian, Chenglin, Zhou, Xin, Lou, Xin, MRSTARS Investigators. Arterial Spin Labeling-Based MRI Estimation of Penumbral Tissue in Acute Ischemic Stroke. JOURNAL OF MAGNETIC RESONANCE IMAGING. 2022, 57(4): [9] Wang, Cheng, Huang, Lu, Xiao, Sa, Li, Zimeng, Ye, Chaohui, Xia, Liming, Zhou, Xin. Early prediction of lung lesion progression in COVID-19 patients with extended CT ventilation imaging. EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING[J]. 2021, 48(13): 4339-4349, http://dx.doi.org/10.1007/s00259-021-05435-8.
[10] Zeng, Qingbin, Guo, Qianni, Yuan, Yaping, Zhang, Xiaoxiao, Jiang, Weiping, Xiao, Sa, Zhang, Bin, Lou, Xin, Ye, Chaohui, Liu, Maili, Bouchard, Louis-S., Zhou, Xin. A Small Molecular Multifunctional Tool for pH Detection, Fluorescence Imaging, and Photodynamic Therapy. ACS APPLIED BIO MATERIALS[J]. 2020, 3(3): 1779-1786, https://pubs.acs.org/doi/10.1021/acsabm.9b01080.
[11] Duan, Caohui, Deng, He, Xiao, Sa, Xie, Junshuai, Li, Haidong, Sun, Xianping, Ma, Lin, Lou, Xin, Ye, Chaohui, Zhou, Xin. Fast and accurate reconstruction of human lung gas MRI with deep learning. MAGNETIC RESONANCE IN MEDICINE[J]. 2019, 82(6): 2273-2285, http://dx.doi.org/10.1002/mrm.27889.
[12] Sa Xiao, He Deng, Duan, Caohui, Xie, Junshuai, Haidong Li, xianping sun, Ye Chaohui, Zhou, Xin. Highly and Adaptively Undersampling Pattern for Pulmonary Hyperpolarized 129Xe Dynamic MRI. IEEE Transactions on Medical Imaging[J]. 2019, [13] Xie Junshuai, Li Haidong, Zhang Huiting, Zhao Xiuchao, Shi Lei, Zhang Ming, Xiao Sa, Deng He, Wang Ke, Yang Hao, Sun Xianping, Wu Guangyao, Ye Chaohui, Zhou Xin. Single breath-hold measurement of pulmonary gas exchange and diffusion in humans with hyperpolarized 129 Xe MR.. NMR IN BIOMEDICINE. 2019, [14] Deng, He, Duan, Caohui, Xiao, Sa, Xie, Junshuai, Zhang, Huiting, Sun, Xianping, Zhou, Xin. k-Space-Based Enhancement of Pulmonary Hyperpolarized Xe-129 Ventilation Images. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT[J]. 2019, 68(10): 3950-3961, http://ir.wipm.ac.cn/handle/112942/21492, http://www.irgrid.ac.cn/handle/1471x/6859303, http://ir.wipm.ac.cn/handle/112942/21493, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000487044900017&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=3a85505900f77cc629623c3f2907beab.
[15] Xiao, Sa, Deng, He, Duan, Caohui, Xie, Junshuai, Li, Haidong, Sun, Xianping, Ye, Chaohui, Zhou, Xin. Highly and Adaptively Undersampling Pattern for Pulmonary Hyperpolarized Xe-129 Dynamic MRI. IEEE TRANSACTIONS ON MEDICAL IMAGING[J]. 2019, 38(5): 1240-1250, [16] Xiao, Sa, Deng, He, Duan, Caohui, Xie, Junshuai, Zhang, Huiting, Sun, Xianping, Ye, Chaohui, Zhou, Xin. Considering low-rank, sparse and gas-inflow effects constraints for accelerated pulmonary dynamic hyperpolarized Xe-129 MRI. JOURNAL OF MAGNETIC RESONANCE[J]. 2018, 290: 29-37, http://dx.doi.org/10.1016/j.jmr.2018.03.003.
[17] Zhang, Huiting, Xie, Junshuai, Xiao, Sa, Zhao, Xiuchao, Zhang, Ming, Shi, Lei, Wang, Ke, Wu, Guangyao, Sun, Xianping, Ye, Chaohui, Zhou, Xin. Lung morphometry using hyperpolarized Xe-129 multi-b diffusion MRI with compressed sensing in healthy subjects and patients with COPD. MEDICAL PHYSICS[J]. 2018, 45(7): 3097-3108, https://www.webofscience.com/wos/woscc/full-record/WOS:000438211400024.
[18] 肖洒, 吕植成, 孙献平, 周欣, 周欣. CS-MRI中评价随机欠采样矩阵的新方法. 波谱学杂志[J]. 2015, 32(4): 584-, http://lib.cqvip.com/Qikan/Article/Detail?id=666822978.

   

（ 1 ） 用于肺通气功能障碍定量的超极化气体4D-MRI研究, 负责人, 国家任务, 2021-01--2023-12
（ 2 ） 中国科学院特别研究助理资助项目: 人体肺部超极化气体磁共振成像, 负责人, 中国科学院计划, 2019-01--2021-12
（ 3 ） 中国博士后科学基金面上资助:人体肺部通气功能可视化的超极化气体动态MRI技术, 负责人, 国家任务, 2020-01--2023-01
（ 4 ） 中国博士后科学基金新冠肺炎疫情防控专项（特别资助）:基于超极化气体MRI的新冠肺炎患者肺部气流动力学定量研究, 负责人, 国家任务, 2020-01--2023-01
（ 5 ） 湖北省博士后创新研究岗位:人体肺部超极化气体动态磁共振快速成像技术, 负责人, 地方任务, 2019-01--2021-12