刘元元，副研究员，深圳市市级人才特聘岗位。2021年1月毕业于中国科学院大学。主要从事快速磁共振成像与人工智能相关研究。近五年来，在IEEE-TMI、IEEE-TBME、IEEE-JSTSP、IEEE-JBHI、MedIA、Magnetic Resonance in Medicine和Physics in Medicine & Biology等国内外高水平学术期刊发表 SCI 论文30余篇，申请发明专利19项，其中已授权13项。主持国家自然科学基金青年项目、广东省自然科学基金面上项目、广东省自然科学基金青年项目、中国博士后科学基金等多个科研项目，并作为科研骨干参与了科技部“十四五”研究重点专项、国家自然科学基金重点项目、数学天元基金项目等。相关研究成果获亚洲医学磁共振学会年会最佳口头报告、日内瓦国际发明展特别嘉许金奖等奖励。

医学成像、快速磁共振成像，人工智能

1.  Yuanyuan Liu, Jinwen Xie, Jianhao Wu, Zhuo-Xu Cui, Qingyong Zhu, Jing Cheng, Haifeng Wang, Zhen Song, Dong Liang, and Yanjie Zhu, Physics-guided Self-supervised Implicit Neural Representation For Accelerated T1ρ Mapping，IEEE Transactions on Biomedical Engineering, 2025
2.  Yuanyuan Liu, Zhuo-Xu Cui,Shucong Qin, Congcong Liu, Hairong Zheng, Haifeng Wang,Yihang Zhou,Dong Liang, Yanjie Zhu, Score-based Diffusion Models with Self-supervised Learningfor Accelerated 3D Multi-contrast Cardiac MR Imaging, IEEE Transacions on Medical Imaging,2025.
3.  Congcong Liu, Yuanyuan Liu, Chentao Cao, Jing Cheng, Qingyong Zhu, Tian Zhou, Chen Luo,Yanjie Zhu, Haifeng Wang Zhuo-Xu Cuiand Dong Liang, IEEE Transacions on Medical Imaging,2025.
4.  Chenyuan Yan#, Yuanyuan Liu#, Che Wang, Weixiong Fan, Yanjie Zhu, Accelerated cardiac cine magnetic resonance imaging using deep low-rank plus sparse network: validation in patients, Quantitative Imaging in Medicine and Surgery,2024
5.  Yuanyuan Liu, Dong Liang, Zhuo-Xu Cui, Yuxin Yang, Chentao Cao, Qingyong Zhu, Jing Cheng, Caiyun Shi, Haifeng Wang, Yanjie Zhu,Accelerating Magnetic Resonance T1ρ Mapping Using Simultaneously Spatial Patch-based and Parametric Group-based Low-rank Tensors (SMART), IEEE Transactions on Medical Imaging, 2023