Minghui Zhang 张明辉

@article{zhang2024digitalized,
  title = {AirwayNet: Constructing Fine-Grained Airway Atlases},
  author = {Zhang, Minghui and Li, Chenyu and Xie, Fangfang and Liu, Yaoyu and Zhang, Hanxiao and Wu, Junyang and Zhang, Chunxi and Yang, Jie and Sun, Jiayuan and Yang, Guang-Zhong and Gu, Yun},
  journal = {Nature Biomedical Engineering (Under Review)},
  year = {2025},
}

@article{zhang2023multi,
  title = {Multi-site, multi-domain airway tree modeling},
  author = {Zhang, Minghui and Wu, Yangqian and Zhang, Hanxiao and Qin, Yulei and Zheng, Hao and others and Sun, Jiayuan and Yang, Guang-Zhong and Gu, Yun},
  journal = {Medical image analysis},
  volume = {90},
  pages = {102957},
  year = {2023},
  publisher = {Elsevier},
}

@article{zhang2023towards,
  title = {Towards connectivity-aware pulmonary airway segmentation},
  author = {Zhang, Minghui and Gu, Yun},
  journal = {IEEE Journal of Biomedical and Health Informatics},
  volume = {28},
  number = {1},
  pages = {321--332},
  year = {2023},
  publisher = {IEEE},
}

@article{zhang2022progressive,
  title = {Progressive attention module for segmentation of volumetric medical images},
  author = {Zhang, Minghui and Pan, Hong and Zhu, Yaping and Gu, Yun},
  journal = {Medical Physics},
  volume = {49},
  number = {1},
  pages = {295--308},
  year = {2022},
  publisher = {Wiley Online Library},
}

@article{zhang2023reshapeit,
  title = {ReshapeIT: Reliable Shape Interaction with Implicit Template for Anatomical Structure Reconstruction},
  author = {Zhang, Minghui and Gu, Yun},
  journal = {International Journal of Computer Assisted Radiology and Surgery (Under Review)},
  year = {2025},
}

@inproceedings{zhang2024implicit,
  title = {Implicit Representation Embraces Challenging Attributes of Pulmonary Airway Tree Structures},
  author = {Zhang, Minghui and Zhang, Hanxiao and You, Xin and Yang, Guang-Zhong and Gu, Yun},
  booktitle = {International Conference on Medical Image Computing and Computer-Assisted Intervention},
  pages = {546--556},
  year = {2024},
  organization = {Springer},
}

@inproceedings{zhang2022cfda,
  title = {CFDA: collaborative feature disentanglement and augmentation for pulmonary airway tree modeling of COVID-19 CTs},
  author = {Zhang, Minghui and Zhang, Hanxiao and Yang, Guang-Zhong and Gu, Yun},
  booktitle = {International conference on medical image computing and computer-assisted intervention},
  pages = {506--516},
  year = {2022},
  organization = {Springer},
  url = {https://link.springer.com/chapter/10.1007/978-3-031-16431-6_48}
}

@inproceedings{zhang2021fda,
  title = {Fda: Feature decomposition and aggregation for robust airway segmentation},
  author = {Zhang, Minghui and Yu, Xin and Zhang, Hanxiao and Zheng, Hao and Yu, Weihao and Pan, Hong and Cai, Xiangran and Gu, Yun},
  booktitle = {Domain Adaptation and Representation Transfer @ MICCAI, MICCAI Workshop},
  pages = {25--34},
  year = {2021},
  organization = {Springer},
}

@article{zhang2025shape,
  title = {Shape-aware Sampling Matters in the Modeling of Multi-Class Tubular Structures},
  author = {Zhang, Minghui and Liu, Yaoyu and You, Xin and Zhang, Hanxiao and Gu, Yun},
  journal = {Arxiv, Under review},
  year = {2025},
}

@article{zhang2023trustworthy,
  title = {Trustworthy learning with (un) sure annotation for lung nodule diagnosis with CT},
  author = {Zhang, Hanxiao and Chen, Liang and Gu, Xiao and Zhang, Minghui and Qin, Yulei and Yao, Feng and Wang, Zhexin and Gu, Yun and Yang, Guang-Zhong},
  journal = {Medical Image Analysis},
  volume = {83},
  pages = {102627},
  year = {2023},
  publisher = {Elsevier},
}

@article{nan2024hunting,
  title = {Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge},
  author = {Nan, Yang and Xing, Xiaodan and Wang, Shiyi and Tang, Zeyu and Felder, Federico N and Zhang, Sheng and others and Zhang, Minghui and Gu, Yun and Zhang, Hanxiao and others and Wells, Athol and Walsh, Simon LF and Yang, Guang},
  journal = {Medical Image Analysis},
  volume = {97},
  pages = {103253},
  year = {2024},
  publisher = {Elsevier},
}

@article{imran2025multi,
  title = {Multi-Class Segmentation of Aortic Branches and Zones in Computed Tomography Angiography: The AortaSeg24 Challenge},
  author = {Imran, Muhammad and Krebs, Jonathan R and Sivaraman, Vishal Balaji and Zhang, Teng and others and Zhang, Minghui and Zhang, Hanxiao and You, Xin and Gu, Yun and others and Cooper, Michol A and Shao, Wei},
  journal = {Medical Image Analysis (Under Review)},
  year = {2025},
}

@article{imran2025multj,
  title = {Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA},
  author = {Yang, Kaiyuan and Musio, Fabio and Ma, Yihui and others and Zhang, Minghui and You, Xin and Zhang, Hanxiao and Yang, Guang-Zhong and Gu, Yun and others and Hirsch, Sven and Wegener, Susanne and Menze, Bjoern},
  journal = {Arxiv},
  year = {2025},
}

@article{wang2024accurate,
  title = {Accurate airway tree segmentation in ct scans via anatomy-aware multi-class segmentation and topology-guided iterative learning},
  author = {Wang, Puyang and Guo, Dazhou and Zheng, Dandan and Zhang, Minghui and Yu, Haogang and Sun, Xin and Ge, Jia and Gu, Yun and Lu, Le and Ye, Xianghua and Jin, Dakai},
  journal = {IEEE transactions on medical imaging},
  year = {2024},
  publisher = {IEEE},
}

@article{you2025slord,
  title = {SLoRD: Structural Low-Rank Descriptors for Shape Consistency in Vertebrae Segmentation},
  author = {You, Xin and Lou, Yixin and Zhang, Minghui and Yang, Jie and Gu, Yun},
  journal = {IEEE Journal of Biomedical and Health Informatics},
  year = {2025},
  publisher = {IEEE},
}

@inproceedings{you2023semantic,
  title = {Semantic difference guidance for the uncertain boundary segmentation of CT left atrial appendage},
  author = {You, Xin and Ding, Ming and Zhang, Minghui and Wu, Yangqian and Yu, Yi and Gu, Yun and Yang, Jie},
  booktitle = {International Conference on Medical Image Computing and Computer-Assisted Intervention},
  pages = {121--131},
  year = {2023},
  organization = {Springer},
}

@article{you2025temporal,
  title = {Temporal Differential Fields for 4D Motion Modeling via Image-to-Video Synthesis},
  author = {You, Xin and Zhang, Minghui and Zhang, Hanxiao and Yang, Jie and Navab, Nassir},
  booktitle = {International Conference on Medical Image Computing and Computer-Assisted Intervention},
  year = {2025},
  organization = {Springer},
}

@article{wu2022ltsp,
  title = {LTSP: long-term slice propagation for accurate airway segmentation},
  author = {Wu, Yangqian and Zhang, Minghui and Yu, Weihao and Zheng, Hao and Xu, Jiasheng and Gu, Yun},
  journal = {International Journal of Computer Assisted Radiology and Surgery},
  volume = {17},
  number = {5},
  pages = {857--865},
  year = {2022},
  publisher = {Springer},
}

@article{zhang2023deep,
  title = {Deep anatomy learning for lung airway and artery-vein modeling with contrast-enhanced CT synthesis},
  author = {Zhang, Hanxiao and Zhang, Minghui and Gu, Yun and Yang, Guang-Zhong},
  journal = {International Journal of Computer Assisted Radiology and Surgery},
  volume = {18},
  number = {7},
  pages = {1287--1294},
  year = {2023},
  publisher = {Springer},
}

@article{li2025reflecting,
  title = {Reflecting topology consistency and abnormality via learnable attentions for airway labeling},
  author = {Li, Chenyu and Zhang, Minghui and Zhang, Chuyan and Gu, Yun},
  journal = {International Journal of Computer Assisted Radiology and Surgery},
  pages = {1--9},
  year = {2025},
  publisher = {Springer},
}

@article{dorent2024lnq,
  title = {LNQ 2023 challenge: Benchmark of weakly-supervised techniques for mediastinal lymph node quantification},
  author = {Dorent, Reuben and Khajavi, Roya and Idris, Tagwa and Ziegler, Erik and Somarouthu, Bhanusupriya and Jacene, Heather and LaCasce, Ann and others and Zhang, Hanxiao and Zhang, Minghui and Gu, Yun and Yang, Guang-Zhong and Harris, Gordon and Kikinis, Ron and Kapur, Tina},
  journal = {Machine Learning for Biomedical Imaging},
  year = {2024},
}