Deep-learning based motion-corrected image reconstruction in 4D magnetic resonance imaging of the body trunk. - Thomas Küstner; Jiazhen Pan; Christopher Gilliam; Haikun Qi; Gastão Cruz; Kerstin Hammernik; Bin Yang 009; Thierry Blu; Daniel Rueckert; René M. Botnar; Claudia Prieto; Sergios Gatidis (APSIPA, 2020)

Accelerated 4D Respiratory Motion-Resolved Cardiac MRI with a Model-Based Variational Network. - Haikun Qi; Niccolo Fuin; Thomas Küstner; René M. Botnar; Claudia Prieto (MICCAI (6), 2020)

Fast T2w/FLAIR MRI Acquisition by Optimal Sampling of Information Complementary to Pre-acquired T1w MRI. - Junwei Yang; Xiao-Xin Li; Feihong Liu; Dong Nie; Pietro Liò; Haikun Qi; Dinggang Shen (CoRR, 2021)

Ultra-Dense Denoising Network: Application to Cardiac Catheter-Based X-Ray Procedures. - Yimin Luo; Sophie Majoe; Kui Jiang; Haikun Qi; Kuberan Pushparajah; Kawal S. Rhode (IEEE Trans. Biomed. Eng., 2021)

LAPNet: Non-Rigid Registration Derived in k-Space for Magnetic Resonance Imaging. - Thomas Küstner; Jiazhen Pan; Haikun Qi; Gastão Cruz; Christopher Gilliam; Thierry Blu; Bin Yang 009; Sergios Gatidis; René M. Botnar; Claudia Prieto (IEEE Trans. Medical Imaging, 2021)

Non-Rigid Respiratory Motion Estimation of Whole-Heart Coronary MR Images Using Unsupervised Deep Learning. - Haikun Qi; Niccolo Fuin; Gastão Cruz; Jiazhen Pan; Thomas Küstner; Aurélien Bustin; René M. Botnar; Claudia Prieto (IEEE Trans. Medical Imaging, 2021)

Joint Group-Wise Motion Estimation and Segmentation of Cardiac Cine MR Images Using Recurrent U-Net. - Pengfang Qian; Junwei Yang; Pietro Lió; Peng Hu; Haikun Qi (MIUA, 2022)

A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI. - Yuheng Fan; Hanxi Liao; Shiqi Huang; Yimin Luo; Huazhu Fu; Haikun Qi (CoRR, 2023)

Fast Multi-Contrast MRI Acquisition by Optimal Sampling of Information Complementary to Pre-Acquired MRI Contrast. - Junwei Yang; Xiao-Xin Li; Feihong Liu; Dong Nie; Pietro Liò; Haikun Qi; Dinggang Shen (IEEE Trans. Medical Imaging, 2023)

Joint Optimization of K-Space Sampling and Reconstruction for Multi-Contrast MRI. - Jianing Geng; Zijian Zhou; Haikun Qi; Peng Hu (ISBI, 2024)

Cardiac Cine MRI Motion Correction Using Diffusion Models. - Yang Liu; Jiameng Diao; Zijian Zhou; Haikun Qi; Peng Hu (ISBI, 2024)

Unified Deep Learning for Simultaneous Cardiac Cine MRI Reconstruction, Motion Estimation and Segmentation. - Pengfang Qian; Zijian Zhou; Peng Hu; Haikun Qi (ISBI, 2024)

A Coarse-to-Fine Framework for Mid-Radiotherapy Head and Neck Cancer MRI Segmentation. - Jing Ni; Qiulei Yao; Yanfei Liu; Haikun Qi (HNTS-MRG@MICCAI, 2024)

Coordinate-Based Neural Representation Enabling Zero-Shot Learning for 3D Multiparametric Quantitative MRI. - Guoyan Lao; Ruimin Feng; Haikun Qi; Zhenfeng Lv; Qiangqiang Liu; Chunlei Liu 004; Yuyao Zhang; Hongjiang Wei (CoRR, 2024)

Measurement Guidance in Diffusion Models: Insight from Medical Image Synthesis. - Yimin Luo; Qinyu Yang; Yuheng Fan; Haikun Qi; Menghan Xia (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Quantifying the influencing factors and predictive analysis of cotton defoliation and maturation based on machine learning. - Yukun Wang; Chenyu Xiao; Kexin Li; Lu Meng; Xinghu Song; Haikun Qi; Yao Wang; Zhenwang Zhang; Xinghua Yu; Fangjun Li; Sumei Wan; Guodong Chen; et al. (Comput. Electron. Agric., 2025)

Coordinate-based neural representation enabling zero-shot learning for fast 3D multiparametric quantitative MRI. - Guoyan Lao; Ruimin Feng; Haikun Qi; Zhenfeng Lv; Qiangqiang Liu; Chunlei Liu 004; Yuyao Zhang; Hongjiang Wei (Medical Image Anal., 2025)

Fourier Convolution Block with global receptive field for MRI reconstruction. - Haozhong Sun; Yuze Li; Zhongsen Li; Runyu Yang; Ziming Xu; Jiaqi Dou; Haikun Qi; Huijun Chen (Medical Image Anal., 2025)

SRM-Net: Joint Sampling and Reconstruction and Mapping Network for Accelerated 3T Brain Multi-Parametric MR Imaging. - Yuxuan Liu; Kaicong Sun; Haikun Qi; Junwei Yang; Xiaopeng Zong; Yongsheng Pan; Yuning Gu; Sifan He; Han Zhang 002; Yu Zhang 009; Dinggang Shen (IEEE Trans. Biomed. Eng., 2025)

A Graphical Method for Designing Time-Optimal Non-Cartesian Gradient Waveforms. - Rui Luo; Hongzhang Huang; Qinfang Miao; Jian Xu; Peng Hu; Haikun Qi (CoRR, 2025)

Deep Convolutional Neural Network Enhanced Non-uniform Fast Fourier Transform for Undersampled MRI Reconstruction. - Yuze Li; Haikun Qi; Zhangxuan Hu; Haozhong Sun; Guangqi Li; Zhe Zhang; Yilong Liu; Hua Guo; Huijun Chen (Int. J. Comput. Vis., 2025)