郭瑞 - 北京理工大学 - 医学技术学院

个人简介

本人先后在清华大学生物医学影像研究中心和哈佛医学院心血管磁共振实验室完成心脏磁共振成像方向的博士和博士后课题。研究方向专注于智能化的心脏磁共振检查过程、呼吸运动补偿、高分辨率磁共振成像、精准心脏病的诊断、高灵敏无造影剂磁共振技术以及低成本磁共振成像等。主要研究成果有全心心肌磁共振弛豫时间定量成像、快速多层交替心肌定量成像、利用深度学习加速心脏磁共振成像和心肌缺血的无造影剂检测技术等。已在Magnetic Resonance in Medicine、Journal of Cardiovascular Magnetic Resonance等顶级学术期刊发表SCI论文18篇，获得2018年JCMR 最重要原创论文奖。研究成果多次在国际医学磁共振协会年会ISMRM上进行口头报告并获得奖项。担任JCMR审稿人。教育培训经历 2013.09-2019.01 博士生物医学工程清华大学工作经历 2022年2月-至今北京理工大学，医学技术学院/医工融合研究院 2019.03-2021.12 博士后生物医学工程哈佛医学院所获奖励/荣誉 GERALD M. POHOST AWARD for the most important original research JCMR publication in 2018

研究领域

快速、全心、多任务的心脏磁共振成像技术医学图像重建与智能化后处理精准心脏疾病诊断和预测模型

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

(#为共同第一作者) Rui Guo, Dongyue Si, Yingwei Fan, Xiaofeng Qian, Haina Zhang, Haiyan Ding, and Xiaoying Tang. DeepFittingNet: a deep neural network-based approach for simplifying cardiac T1 and T2 estimation with improved robustness. Magn Reson Med 2023. (Accepted). Rui Guo, Zhensen Chen, Amine Amyar, Hossam El-Reiwady, Patrick Pierce, Beth Goddu, Reza Nezafat. Improving Accuracy of Myocardial T1 Estimation in MyoMapNet. Magn Reson Med 2022. 88(6): 2573-2582. Amine Amyar#, Rui Guo#, Xiaoying Cai, Salah Assana, Kelvin Chow, Jennifer Rodríguez, Tuyen Yankama, Julia Cirillo, Patrick Pierce, Beth Goddu, Long Ngo, Reza Nezafat. Impact of Deep Learning Architectures on Accelerated Cardiac T1 Mapping using MyoMapNet. NMR in Biomedicine 2022 Nov;35(11):e4794。 Rui Guo, Haikun Qi, Amine Amyar, Xiaoying Cai, Selcuk Kucukseymen, Hassan Haji-Valizadeh, Jennifer Rodriguez, Amanda Paskavitz, Patrick Pierce, Beth Goddu, Richard B. Thompson, Reza Nezafat. Quantification of Changes in Myocardial T1* Values with Exercise Cardiac MRI using a Free-breathing Non-ECG Radial Imaging. Magn Reson Med 2022. 88(4):1720-1733。 Rui Guo#, Dongyue Si#, Zhensen Chen, Erpeng Dai, Shuo Chen, Daniel A. Herzka, Jianwen Luo, Haiyan Ding. SAturation-recovery and Variable-flip-Angle (SAVA) based three-dimensional free-breathing cardiovascular magnetic resonance T1 mapping at 3T. NMR in Biomedicine 2022.35(9):e4755. Rui Guo, Hossam El-Rewaidy, Amanda Paskavitz, Tuyen Yankama, Long Ngo, Bjoern Menze, Reza Nezafat. Accelerated Cardiac T1 Mapping in Four Heartbeats with Inline MyoMapNet: A Deep Learning-Based T1 Estimation Approach. J Cardiovasc Magn Reson 2022. 24(1). Hassan Haji-Valizadeh#, Rui Guo#, Selcuk Kucukseymen, Yankama Tuyen, Jennifer Rodriguez, Amanda Paskavotiz, Patrick Pierce, Beth Goddu, Long H Ngo, Reza Nezafat. Comparison of Complex k-space Data and Magnitude-only for Training of Deep Learning-Based Artifact Suppression for Real-time Cine MRI. Frontiers in Physics, section Medical Physics and Imaging 2021. 9:684184. Rui Guo, Sebastian Weing?rtner, Paulina ?iuryt?, Christian T Stoeck, Maximilian Fuetterer, Adrienne Campbell-Washburn, Avan Suinesiaputra, Michael Jerosch Herold, Reza Nezafat. Emerging Techniques in Cardiac Magnetic Resonance Imaging. J Magn Reson Imaging 2022. 55(4):1043-1059. Rui Guo, Xiaoying Cai, Selcuk Kucukseymen, Jennifer Rodriguez, Amanda Paskavitz, Patrick Pierce, Beth Goddu, Richard B. Thompson, and Reza Nezafat. Free-breathing simultaneous myocardial T1 and T2 mapping with whole left ventricle coverage. Magn Reson Med 2021. 85(3):1308-1321. Rui Guo, Xiaoying Cai, Selcuk Kucukseymen, Jennifer Rodriguez, Amanda Paskavitz, Patrick Pierce, Beth Goddu, Richard B. Thompson, and Reza Nezafat. Free-breathing whole-heart multi-slice myocardial T1 mapping in 2 minutes. Magn Reson Med 2021. 85(1):89-102. Rui Guo, Zhensen Chen, Daniel A. Herzka, Jianwen Luo, and Haiyan Ding. A three-dimensional free-breathing sequence for simultaneous myocardial T1 and T2 mapping. Magn Reson Med 2019 81(2): 1031-1043. Rui Guo, Zhensen Chen, Yishi Wang, Daniel A. Herzka, Jianwen Luo, Haiyan Ding. Three-dimensional Free Breathing Whole Heart T1 mapping at 3 T. J Cardiovasc Magn Reson 2018 20(64).

学术兼职

Journal of Cardiovascular Magnetic Resonance审稿人