Ruru Xu

According to our database, Ruru Xu authored at least 9 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Toward Modality- and Sampling-Universal Learning Strategies for Accelerating Cardiovascular Imaging: Summary of the CMRxRecon2024 Challenge.

Fanwen Wang, Zi Wang, Yan Li, Jun Lyu, Chen Qin, Shuo Wang, Kunyuan Guo, Mengting Sun, Mingkai Huang, Haoyu Zhang, Michael Tänzer, Qirong Li, Xinran Chen, Jiahao Huang, Yinzhe Wu, Haosen Zhang, Kian Anvari Hamedani, Yuntong Lyu, Longyu Sun, Qing Li, Tianxing He, Lizhen Lan, Qiong Yao, Ziqiang Xu, Bingyu Xin, Dimitris N. Metaxas, Narges Razizadeh, Shahabedin Nabavi, George Yiasemis, Jonas Teuwen, Zhenxi Zhang, Sha Wang, Chi Zhang, Daniel B. Ennis, Zhihao Xue, Chenxi Hu, Ruru Xu, Ilkay Öksüz, Donghang Lyu, Yanxin Huang, Xinrui Guo, Ruqian Hao, Jaykumar H. Patel, Guanke Cai, Binghua Chen, Yajing Zhang, Sha Hua, Zhensen Chen, Qi Dou, Xiahai Zhuang, Qian Tao, Wenjia Bai, Harry Qin, He Wang, Claudia Prieto, Michael Markl, Alistair A. Young, Hao Li, Xihong Hu, Lianming Wu, Xiaobo Qu, Guang Yang, Chengyan Wang

IEEE Trans. Medical Imaging, May, 2026

Optimized K-space under-sampling for brain MRI reconstruction with reinforcement learning.

Ruru Xu, Ilkay Öksüz

Pattern Recognit. Lett., 2026

2025

A reinforcement learning approach for optimized MRI sampling with region-specific fidelity.

Ruru Xu, Ilkay Öksüz

Neurocomputing, 2025

HierAdaptMR: Cross-Center Cardiac MRI Reconstruction with Hierarchical Feature Adapters.

Ruru Xu, Ilkay Öksüz

Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers, 2025

Adaptive K-Space Radial Sampling for Cardiac MRI with Reinforcement Learning.

Ruru Xu, Ilkay Öksüz

Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers, 2025

2024

Segmentation-aware MRI subsampling for efficient cardiac MRI reconstruction with reinforcement learning.

Ruru Xu, Ilkay Öksüz

Image Vis. Comput., 2024

HyperCMR: Enhanced Multi-contrast CMR Reconstruction with Eagle Loss.

Ruru Xu, Caner Özer, Ilkay Öksüz

Proceedings of the Statistical Atlases and Computational Models of the Heart. Workshop, 2024

2022

Efficient MRI Reconstruction with Reinforcement Learning for Automatic Acquisition Stopping.

Ruru Xu, Ilkay Öksüz

Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022

2019

Banknotes Serial Number Coding Recognition.

Ruru Xu, Jungang An, Liandeng Su, Xinli Min

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019