Zhangxing Bian

@inproceedings{bian2026cvpr,
  title = {Solving a Nonlinear Blind Inverse Problem for Tagged MRI with Physics and Deep Generative Priors},
  author = {Bian, Zhangxing and Wei, Shuwen and Remedios, Samuel W and Chen, Junyu and Carass, Aaron and Dewey, Blake E and Prince, Jerry L},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
}

@article{chen2025survey,
  title = {A survey on deep learning in medical image registration: New technologies, uncertainty, evaluation metrics, and beyond},
  author = {Chen, Junyu and Liu, Yihao and Wei, Shuwen and Bian, Zhangxing and Subramanian, Shalini and Carass, Aaron and Prince, Jerry L and Du, Yong},
  journal = {Medical Image Analysis},
  volume = {100},
  pages = {103385},
  year = {2025},
  publisher = {Elsevier}
}

@inproceedings{bian2025brightness,
  title = {Brightness-invariant tracking estimation in tagged MRI},
  author = {Bian, Zhangxing and Wei, Shuwen and Liang, Xiao and Lu, Yuan-Chiao and Remedios, Samuel W and Xing, Fangxu and Woo, Jonghye and Pham, Dzung L and Carass, Aaron and Bayly, Philip V and others},
  booktitle = {International Conference on Information Processing in Medical Imaging},
  pages = {375--389},
  year = {2025},
  organization = {Springer},
}

@inproceedings{wei2025unsupervised,
  title = {Unsupervised OCT image interpolation using deformable registration and generative models},
  author = {Wei, Shuwen and Remedios, Samuel W and Bian, Zhangxing and Wang, Shimeng and Chen, Junyu and Liu, Yihao and Jedynak, Bruno and Liu, Tin YA and Saidha, Shiv and Calabresi, Peter A and others},
  booktitle = {International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI)},
  pages = {661--671},
  year = {2025},
  organization = {Springer},
}

@inproceedings{bian2024registering,
  title = {Is registering raw tagged-MR enough for strain estimation in the era of deep learning?},
  author = {Bian, Zhangxing and Alshareef, Ahmed and Wei, Shuwen and Chen, Junyu and Wang, Yuli and Woo, Jonghye and Pham, Dzung L and Zhuo, Jiachen and Carass, Aaron and Prince, Jerry L},
  booktitle = {Medical Imaging 2024: Image Processing},
  volume = {12926},
  pages = {79--85},
  year = {2024},
  organization = {SPIE},
}

@inproceedings{feng2024ratnus,
  title = {RATNUS: Rapid, Automatic Thalamic Nuclei Segmentation Using Multimodal MRI Inputs},
  author = {Feng, Anqi and Bian, Zhangxing and Dewey, Blake E and Colinco, Alexa Gail and Zhuo, Jiachen and Prince, Jerry L},
  booktitle = {International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI)},
  pages = {157--169},
  year = {2024},
  organization = {Springer},
}

@inproceedings{bian2024drimet,
  title = {DRIMET: Deep registration-based 3d incompressible motion estimation in tagged-MRI with application to the tongue},
  author = {Bian, Zhangxing and Xing, Fangxu and Yu, Jinglun and Shao, Muhan and Liu, Yihao and Carass, Aaron and Woo, Jonghye and Prince, Jerry L},
  booktitle = {Medical imaging with deep learning (MIDL)},
  pages = {134--150},
  year = {2024},
  organization = {PMLR},
}

@inproceedings{bian2023momentamorph,
  title = {Momentamorph: Unsupervised spatial-temporal registration with momenta, shooting, and correction},
  author = {Bian, Zhangxing and Wei, Shuwen and Liu, Yihao and Chen, Junyu and Zhuo, Jiachen and Xing, Fangxu and Woo, Jonghye and Carass, Aaron and Prince, Jerry L},
  booktitle = {International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI)},
  pages = {24--34},
  year = {2023},
  organization = {Springer},
}

@inproceedings{bian2023fastcod,
  title = {FastCod: fast brain connectivity in diffusion imaging},
  author = {Bian, Zhangxing and Shao, Muhan and Zhuo, Jiachen and Gullapalli, Rao and Carass, Aaron and Prince, Jerry},
  booktitle = {Medical Imaging 2023: Image Processing},
  volume = {12464},
  pages = {129--133},
  year = {2023},
  organization = {SPIE},
}

@inproceedings{bian2022learning,
  title = {Learning pixel trajectories with multiscale contrastive random walks},
  author = {Bian, Zhangxing and Jabri, Allan and Efros, Alexei A and Owens, Andrew},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages = {6508--6519},
  year = {2022},
}

@article{burris2022vascular,
  title = {Vascular deformation mapping for CT surveillance of thoracic aortic aneurysm growth},
  author = {Burris, Nicholas S and Bian, Zhangxing and Dominic, Jeffrey and Zhong, Jianyang and Houben, Ignas B and van Bakel, Theodorus MJ and Patel, Himanshu J and Ross, Brian D and Christensen, Gary E and Hatt, Charles R},
  journal = {Radiology},
  volume = {302},
  number = {1},
  pages = {218--225},
  year = {2022},
  publisher = {Radiological Society of North America},
}

@article{bian2022validation,
  title = {Validation of a robust method for quantification of three-dimensional growth of the thoracic aorta using deformable image registration},
  author = {Bian, Zhangxing and Zhong, Jiayang and Dominic, Jeffrey and Christensen, Gary E and Hatt, Charles R and Burris, Nicholas S},
  journal = {Medical Physics},
  volume = {49},
  number = {4},
  pages = {2514--2530},
  year = {2022},
  publisher = {Wiley Online Library},
}