Learning a multiscale patch-based representation for image denoising in X-RAY fluoroscopy. - Yevgen Matviychuk; Boris Mailhé; Xiao Chen 013; Qiu Wang; Atilla P. Kiraly; Norbert Strobel; Mariappan S. Nadar (ICIP, 2016)

End-to-end Segmentation with Recurrent Attention Neural Network. - Qiaoying Huang; Xiao Chen 013; Mariappan S. Nadar (CoRR, 2018)

Brain Segmentation from k-Space with End-to-End Recurrent Attention Network. - Qiaoying Huang; Xiao Chen 013; Dimitris N. Metaxas; Mariappan S. Nadar (MICCAI (3), 2019)

FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation. - Hanchao Yu; Shanhui Sun; Haichao Yu; Xiao Chen 013; Honghui Shi; Thomas S. Huang; Terrence Chen (CVPR, 2020)

Braided Networks for Scan-Aware MRI Brain Tissue Segmentation. - Mahmoud Mostapha; Boris Mailhé; Xiao Chen 013; Pascal Ceccaldi; Youngjin Yoo; Mariappan S. Nadar (ISBI, 2020)

Anatomy-Aware Cardiac Motion Estimation. - Pingjun Chen; Xiao Chen 013; Eric Z. Chen; Hanchao Yu; Terrence Chen; Shanhui Sun (MLMI@MICCAI, 2020)

Motion Pyramid Networks for Accurate and Efficient Cardiac Motion Estimation. - Hanchao Yu; Xiao Chen 013; Humphrey Shi; Terrence Chen; Thomas S. Huang; Shanhui Sun (MICCAI (6), 2020)

Real-Time Cardiac Cine MRI with Residual Convolutional Recurrent Neural Network. - Eric Z. Chen; Xiao Chen 013; Jingyuan Lyu; Yuan Zheng; Terrence Chen; Jian Xu; Shanhui Sun (CoRR, 2020)

Adaptive neural finite-time bipartite consensus tracking of nonstrict feedback nonlinear coopetition multi-agent systems with input saturation. - Xiao Chen 013; Lin Zhao 004; Jinpeng Yu 001 (Neurocomputing, 2020)

Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge. - Patricia M. Johnson; Geunu Jeong; Kerstin Hammernik; Jo Schlemper; Chen Qin; Jinming Duan 001; Daniel Rueckert; Jingu Lee; Nicola Pezzotti; Elwin de Weerdt; Sahar Yousefi; Mohamed S. Elmahdy; et al. (MLMIR@MICCAI, 2021)

Multi-scale Neural ODEs for 3D Medical Image Registration. - Junshen Xu; Eric Z. Chen; Xiao Chen 013; Terrence Chen; Shanhui Sun (MICCAI (4), 2021)

Cardiac Functional Analysis with Cine MRI via Deep Learning Reconstruction. - Eric Z. Chen; Xiao Chen 013; Jingyuan Lyu; Qi Liu; Zhongqi Zhang; Yu Ding; Shuheng Zhang; Terrence Chen; Jian Xu; Shanhui Sun (CoRR, 2021)

Accelerating 3D MULTIPLEX MRI Reconstruction with Deep Learning. - Eric Z. Chen; Yongquan Ye; Xiao Chen 013; Jingyuan Lyu; Zhongqi Zhang; Yichen Hu; Terrence Chen; Jian Xu; Shanhui Sun (CoRR, 2021)

Observer-Based Finite-Time Attitude Containment Control of Multiple Spacecraft Systems. - Xiao Chen 013; Lin Zhao 004 (IEEE Trans. Circuits Syst. II Express Briefs, 2021)

Robust Landmark-Based Stent Tracking in X-ray Fluoroscopy. - Luojie Huang; Yikang Liu 001; Li Chen; Eric Z. Chen; Xiao Chen 013; Shanhui Sun (ECCV (22), 2022)

Invertible Sharpening Network for MRI Reconstruction Enhancement. - Siyuan Dong; Eric Z. Chen; Lin Zhao 004; Xiao Chen 013; Yikang Liu 001; Terrence Chen; Shanhui Sun (MICCAI (6), 2022)

Deep Statistic Shape Model for Myocardium Segmentation. - Xiaoling Hu 002; Xiao Chen 013; Yikang Liu 001; Eric Z. Chen; Terrence Chen; Shanhui Sun (CoRR, 2022)

JoJoNet: Joint-contrast and Joint-sampling-and-reconstruction Network for Multi-contrast MRI. - Lin Zhao 004; Xiao Chen 013; Eric Z. Chen; Yikang Liu 001; Dinggang Shen; Terrence Chen; Shanhui Sun (CoRR, 2022)

Output Feedback-Based Neural Adaptive Finite-Time Containment Control of Non-Strict Feedback Nonlinear Multi-Agent Systems. - Lin Zhao 004; Xiao Chen 013; Jinpeng Yu 001; Peng Shi 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2022)

Pyramid Convolutional RNN for MRI Image Reconstruction. - Eric Z. Chen; Puyang Wang; Xiao Chen 013; Terrence Chen; Shanhui Sun (IEEE Trans. Medical Imaging, 2022)

An Unsupervised Framework for Joint MRI Super Resolution and Gibbs Artifact Removal. - Yikang Liu 001; Eric Z. Chen; Xiao Chen 013; Terrence Chen; Shanhui Sun (IPMI, 2023)

Enhancing Cardiac MRI Segmentation via Classifier-Guided Two-Stage Network and All-Slice Information Fusion Transformer. - Zihao Chen; Xiao Chen 013; Yikang Liu 001; Eric Z. Chen; Terrence Chen; Shanhui Sun (AMAI@MICCAI, 2023)

Computationally Efficient 3D MRI Reconstruction with Adaptive MLP. - Eric Z. Chen; Chi Zhang; Xiao Chen 013; Yikang Liu 001; Terrence Chen; Shanhui Sun (MICCAI (10), 2023)

Holistic Multi-Slice Framework for Dynamic Simultaneous Multi-Slice MRI Reconstruction. - Daniel H. Pak; Xiao Chen 013; Eric Z. Chen; Yikang Liu 001; Terrence Chen; Shanhui Sun (CoRR, 2023)

Dynamic MLP for MRI Reconstruction. - Chi Zhang; Eric Z. Chen; Xiao Chen 013; Yikang Liu 001; Terrence Chen; Shanhui Sun (CoRR, 2023)

Auxiliary Input in Training: Incorporating Catheter Features into Deep Learning Models for ECG-Free Dynamic Coronary Roadmapping. - Yikang Liu 001; Lin Zhao 004; Eric Z. Chen; Xiao Chen 013; Terrence Chen; Shanhui Sun (MICCAI (6), 2024)

Clinically Feasible Diffusion Reconstruction for Highly-Accelerated Cardiac Cine MRI. - Shihan Qiu; Shaoyan Pan; Yikang Liu 001; Lin Zhao 004; Jian Xu; Qi Liu; Terrence Chen; Eric Z. Chen; Xiao Chen 013; Shanhui Sun (CoRR, 2024)

Spatiotemporal Diffusion Model with Paired Sampling for Accelerated Cardiac Cine MRI. - Shihan Qiu; Shaoyan Pan; Yikang Liu 001; Lin Zhao 004; Jian Xu; Qi Liu; Terrence Chen; Eric Z. Chen; Xiao Chen 013; Shanhui Sun (CoRR, 2024)

Federated Data Model. - Xiao Chen 013; Shunan Zhang; Eric Z. Chen; Yikang Liu 001; Lin Zhao 004; Terrence Chen; Shanhui Sun (CoRR, 2024)

Label-Efficient Data Augmentation with Video Diffusion Models for Guidewire Segmentation in Cardiac Fluoroscopy. - Shaoyan Pan; Yikang Liu 001; Lin Zhao 004; Eric Z. Chen; Xiao Chen 013; Terrence Chen; Shanhui Sun (AAAI, 2025)

Adapting Vision Foundation Models for Real-Time Ultrasound Image Segmentation. - Xiaoran Zhang; Eric Z. Chen; Lin Zhao 004; Xiao Chen 013; Yikang Liu 001; Boris Maihe; James S. Duncan; Terrence Chen; Shanhui Sun (MICCAI (5), 2025)

Leveraging Diffusion Model and Image Foundation Model for Improved Correspondence Matching in Coronary Angiography. - Lin Zhao 004; Xin Yu; Yikang Liu 001; Xiao Chen 013; Eric Z. Chen; Terrence Chen; Shanhui Sun (CoRR, 2025)

DiffDenoise: Self-Supervised Medical Image Denoising with Conditional Diffusion Models. - Basar Demir; Yikang Liu 001; Xiao Chen 013; Eric Z. Chen; Lin Zhao 004; Boris Mailhé; Terrence Chen; Shanhui Sun (CoRR, 2025)

RAU: Reference-based Anatomical Understanding with Vision Language Models. - Yiwei Li 002; Yikang Liu 001; Jiaqi Guo; Lin Zhao 004; Zheyuan Zhang; Xiao Chen 013; Boris Mailhé; Ankush Mukherjee; Terrence Chen; Shanhui Sun (CoRR, 2025)

Retrieval-Augmented Few-Shot Medical Image Segmentation With Foundation Models. - Lin Zhao 004; Xiao Chen 013; Eric Z. Chen; Yikang Liu 001; Terrence Chen; Shanhui Sun (IEEE Trans. Neural Networks Learn. Syst., 2025)