朱燕杰，中国科学院深圳先进技术研究院研究员，博士生导师，国家优青，深圳市高层次人才。研究方向为医学磁共振成像、图像处理和分析的研究，近年来在IEEE Signal Processing Magazine/Transactions on Medical Imaging, Magnetic  Resonance in Medicine等领域内权威期刊发表论文50余篇,；授权发明专利30余项；曾获中国专利优秀奖、广东省技术发明一等奖、四川省科技进步一等奖、国际磁共振学会Cum Laude Merit Award等多项奖励。作为骨干参与研发国产高端磁共振系统，实现了系列心脏磁共振高级成像技术的产业化应用，作为项目负责人承担国家自然科学天元基金重点专项、优秀青年人才类，国家重点研发计划课题等6项国家级项目。

常年招收：硕博研究生和实习生、博士后、助理研究员等， 联系方式：yj.zhu@siat.ac.cn

招生背景：生物医学工程、人工智能、电子信息、计算机、信号处理、应用数学等相关专业。对医学成像、机器学习、医学人工智能感兴趣

• Yuanyuan Liu, Zhuoxu Cui, Shucong Qin, Congcong Liu, Hairong Zheng, Haifeng Wang, Yihang Zhou, Dong Liang, Yanjie Zhu*, Score-based Diffusion Models with Self-supervised Learning for Accelerated 3D Multi-contrast Cardiac MR Imaging,  IEEE Transactions on Medical Imaging, 2025,  10.1109/TMI.2025.3534206

• Chentao Cao; Zhuo-Xu Cui; Yue Wang; Shaonan Liu; Taijin Chen; Hairong Zheng; Dong Liang; Yanjie Zhu; High-Frequency Space Diffusion Model for Accelerated MRI, IEEE Transactions on Medical Imaging, 2024, 43(5): 1853-1865.

• Zhuo-xu Cui; Chentao Cao; Yue Wang; Sen Jia; Jing Cheng; Xin Liu; Hairong Zheng; Dong Liang; Yanjie Zhu; SPIRiT-Diffusion: Self-Consistency Driven Diffusion Model for Accelerated MRI, IEEE transactions on medical imaging, 2024, 10.1109/TMI.2024.3473009.

• Wenxin Wang; Zhuo-Xu Cui; Guanxun Cheng; Chentao Cao; Xi Xu; Ziwei Liu; Haifeng Wang; Yulong Qi; Dong Liang; Yanjie Zhu; A Two-Stage Generative Model with CycleGAN and Joint Diffusion for MRI-based Brain Tumor Detection, IEEE Journal of Biomedical and Health Informatics, 2024, 28(6)：3534-3544. (Highlight)

• Lang Zhang, Jinling He, Wang Li, Dong Liang, Yanjie Zhu; Diff-DTI: Fast Diffusion Tensor Imaging Using A Feature-Enhanced Joint Diffusion Model, IEEE Journal of Biomedical and Health Informatics,2025.

• Yanjie Zhu; Jing Cheng; Zhuo-xu Cui; Qingyong Zhu; Leslie Ying; Dong Liang ; Physics-Driven Deep Learning Methods for Fast Quantitative Magnetic Resonance Imaging: Performanc improvements through integration with deep neural networks, IEEE Signal Processing Magazine, 2023, 40(2): 116-128 

• 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 Usin Simultaneously Spatial Patch-based and Parametric Group-based Low-rank Tensors (SMART), IEEE Transactions on Medical Imaging, 2023 

• Zhuo-Xu Cui, Sen Jia, Chentao Cao, Qingyong Zhu, Congcong Liu, Zhilang Qiu, Yuanyuan Liu, Jing Cheng, Haifeng Wang, Yanjie Zhu, Dong Liang, K-UNN: k-space interpolation with untrained neural network, Medical Image Analysis, 2023

• Yuxin Yang; Che Wang; Yuanyuan Liu; Zhongmin Chen; Xin Liu; Hairong Zheng; Dong Liang; Yanjie Zhu*; A robust adiabatic constant amplitude spin‐lock preparation module for myocardia T1ρ quantification at 3 T, NMR in Biomedicine, 2023.Feb, 36(2): e4830 (封面文章) 

• Xi Xu; Junpu Hu; Yijia Zheng; Yuanyuan Liu; Zhuoxu Cui; Dong Liang; Yanjie Zhu*; Slice-specific tracking for free-breathing diffusion tensor cardiac MRI, NMR in Biomedicine. 2023;e4922

• Chentao Cao; Zhuo-Xu Cui; Qingyong Zhu; Congcong Liu; Dong Liang; Yanjie Zhu*;Annihilation-Net: Learned annihilation relation for dynamic MR imaging, Medical Physics, 2023.

• Zhuo-Xu Cui; Sen Jia; Jing Cheng; Qingyong Zhu; Yuanyuan Liu; Kankan Zhao; Ziwen Ke; Wenqi Huang; Haifeng Wang; Yanjie Zhu; Leslie Ying; Dong Liang; Equilibrated Zeroth-Order Unrolled Deep Network for Parallel MR Imaging, IEEE Transactions on Medical Imaging, 2023

• Yanjie Zhu; Che Wang; Shi Su; Zhilang Qiu; Zhonghong Yan; Dong Liang; Yining Wang; Haifeng Wang; High resolution single-shot myocardial imaging using bSSFP with wave encoding, Medical Physics, 2023.

• Caiyun Shi; Yuanyuan Liu; Guanxu Cheng; Yulong Qi; Haifeng Wang; Xin Liu*; Dong Liang*; Yanjie Zhu*; High-efficiency 3D black-blood thoracic aorta imaging with patch-based low-rank tensor reconstruction, Quant Imaging Med Surg 2023;13(4):2538-2555

• Shaonan Liu; Yuanyuan Liu; Xi Xu; Rui Chen; Dong Liang; Qiyu Jin; Hui Liu*; Guoqing Chen*; and Yanjie Zhu*; Accelerated cardiac diffusion tensor imaging using deep neural network, Physics in Medicine & Biology, 2023,68: 025008

• Qingyong Zhu; Bei Liu; Zhuo-Xu Cui; Jing Cheng; Chentao Cao; Yuanyuan Liu; Dong Liang; Yanjie Zhu*; Accelerated cardiac cine MRI using spatiotemporal correlation-based hybrid plug-andplay priors (SEABUS), Physics in Medicine & Biology, 2022, 67(21): 215088 

• Shaonan Liu; Haoxiang Li; Yuanyuan Liu; Guanxun Cheng; Gang Yang; Haifeng Wang; Hairong Zheng; Dong Liang; Yanjie Zhu*; Highly accelerated MR parametric mapping by undersampling the kspace and reducing the contrast number simultaneously with deep learning, Physics in Medicine & Biology, 2022, 67(18): 185004

• Yangjie Li; Yuanwei Xu; Siqi Tang; Xincheng Jiang; Weihao Li; Jiajun Guo; Fuyao Yang; Ziqian Xu; Jiayu Sun; Yuchi Han; Yanjie Zhu; Yucheng Chen; Left Atrial Function Predicts Outcome in Dilated Cardiomyopathy: Fast Long-Axis Strain Analysis Derived from MRI, Radiology 2022; 302:72–81

• Ziwen Ke; Wenqi Huang; Zhuo-Xu Cui; Jing Cheng; Sen Jia; Haifeng Wang; Xin Liu; Hairong Zheng; Leslie Ying; Yanjie Zhu*; Dong Liang*; Learned Low-rank Priors in Dynamic MR Imaging, IEEE Transactions on Medical Imaging, 2021.Dec, 40(12): 3698-3710 

• Ziwen Ke; Zhuo-Xu Cui; Wenqi Huang; Jing Cheng; Sen Jia; Leslie Ying; Yanjie Zhu*; Dong Liang* ; Deep Manifold Learning for Dynamic MR Imaging, IEEE Transactions on Computational Imaging, 2021, 7: 1314-1327 

• Yanjie Zhu; Yuanyuan Liu; Leslie Ying; Zhilang Qiu; Qiegen Liu; Sen Jia; Haifeng Wang; Xi Peng; Xin Liu; Hairong Zheng; Dong Liang ; A 4-minute solution for submillimeter whole-brain T1 quantification, Magnetic Resonance in Medicine, 2021, 85(6): 3299-3307

• Yuanyuan Liu; Leslie Ying; Weitian Chen; Zhuo-Xu Cui; Qingyong Zhu; Xin Liu; Hairong Zheng; Dong Liang*; Yanjie Zhu* ; Accelerating the 3D T1ρ mapping of cartilage using a signalcompensated robust tensor principal component analysis model, Quantitative Imaging in Medicine and Surgery, 2021, 11(8): 3376-3391(封面文章) 

• Fuyao Yang; Lili Wang; Jie Wang; Lutong Pu; Yuanwei Xu; Weihao Li; Ke Wan; Dan Yang; Jiayu Sun; Yuchi Han; Yanjie Zhu*; Yucheng Chen*; Prognostic value of fast semi-automated left atrial long-axis strain analysis in hypertrophic cardiomyopathy, Journal of Cardiovascular Magnetic Resonance, 2021, 23(36) 

• Yanjie Zhu; Yuanyuan Liu; Leslie Ying; Xin Liu; Hairong Zheng; Dong Liang ; Bio-SCOPE: fast biexponential T1ρ mapping of the brain using signal-compensated low-rank plus sparse matrix decomposition, Magnetic Resonance in Medicine, 2020.Jun, 83(6): 2092-2106 

• Yanjie Zhu; Ahmed S. Fahmy; Chong Duan; Shiro Nakamori; Reza Nezafat ; Automated Myocardial T2 and Extracellular Volume Quantification in Cardiac MRI Using Transfer Learning–based Myocardium Segmentation, Radiology: Artificial Intelligence, 2020, 2(1): e190034