Publications

You can also find my articles on my Google Scholar profile.

Note: * denotes equal contribution.

Preprint

Xinzhe Luo*, Xin Wang*, Linda Shapiro, Chun Yuan, Jianfeng Feng, and Xiahai Zhuang. “Bayesian Intrinsic Groupwise Image Registration: Unsupervised Disentanglement of Anatomy and Geometry.” arXiv preprint arXiv: 2401.02141. (Link)

Xinzhe Luo, and Xiahai Zhuang: “ $\mathcal{X}$ -Metric: An N-Dimensional Information-Theoretic Framework for Groupwise Registration and Deep Combined Computing.” IEEE Transactions on Pattern Analysis and Machine Intelligence (2023). (Link, Code)
Lei Li, Fuping Wu, Sihang Wang, Xinzhe Luo, …, Xiahai Zhuang: “MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images.” Medical Image Analysis 87 (2023): 102808. (Link)
Xiahai Zhuang, Jiahang Xu, Xinzhe Luo, …, Lei Li: “Cardiac segmentation on late gadolinium enhancement MRI: a benchmark study from multi-sequence cardiac MR segmentation challenge.” Medical Image Analysis 81 (2022): 102528. (Link)
Dengqiang Jia, Xinzhe Luo, Wangbin Ding, Liqin Huang, and Xiahai Zhuang: “SeRN: A Two-Stage Framework of Registration for Semi-Supervised Learning for Medical Images.” Journal of Shanghai Jiaotong University (Science) 27.2 (2022): 176-189. (Link)

Xinzhe Luo, Yingzhen Li, and Chen Qin: “Unsupervised Accelerated MRI Reconstruction via Ground-Truth-Free Flow.” International Conference on Information Processing in Medical Imaging (IPMI 2025, Oral Presentation). (Link)
Bomin Wang*, Xinzhe Luo*, and Xiahai Zhuang: “Toward Universal Medical Image Registration via Sharpness-Aware Meta-Continual Learning.” International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2024). (Link, Code).
Xin Wang*, Xinzhe Luo*, and Xiahai Zhuang: “BInGo: Bayesian intrinsic groupwise registration via explicit hierarchical disentanglement.” International Conference on Information Processing in Medical Imaging (IPMI 2023, Oral presentation, Honourable Mention for the Francois Erbsmann Prize). (Link)
Xinzhe Luo, and Xiahai Zhuang: “MvMM-RegNet: A new image registration framework based on multivariate mixture model and neural network estimation.” International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer, Cham, 2020. (Link, Code)
Qian Yue, Xinzhe Luo, Qing Ye, LingChao Xu, and Xiahai Zhuang: “Cardiac segmentation from LGE MRI using deep neural network incorporating shape and spatial priors.” International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer, Cham, 2019. (Link)

“Engıa pára d’ate.”
— From The Inscriptions at Delphi