张琦Qi Zhang

@inproceedings{zhang2026jointsr,
  title={Reconstructing Isotropic 3D Cervical MRI from Anisotropic Clinical Scans via Anatomy-Style Decoupled INRs},
  author={Zhang, Qi and Chen, Xiuyuan and Hu, Yibo and Shen, Hongxing and Sun, Jianqi},
  booktitle={Medical Image Computing and Computer Assisted Intervention -- MICCAI 2026},
  series={Lecture Notes in Computer Science},
  volume={16888},
  pages={478--487},
  publisher={Springer Nature Switzerland},
  year={2027},
  doi={10.1007/978-3-032-38179-8_46}
}

@article{zhang2026unitransad,
  title={UniTransAD: Unified Translation Framework for Anomaly Detection in Brain MRI},
  author={Zhang, Qi and Li, Xia and Hu, Yibo and Sun, Jianqi},
  journal={IEEE Transactions on Medical Imaging},
  year={2026},
  volume={45},
  number={9},
  pages={4876--4891},
  doi={10.1109/TMI.2026.3711975}
}

@article{zhang2026u2ad,
  title={U2AD: Uncertainty-based unsupervised anomaly detection framework for detecting T2 hyperintensity in MRI spinal cord},
  author={Zhang, Qi and Chen, Xiuyuan and He, Ziyi and Wang, Kun and Wu, Lianming and Shen, Hongxing and Sun, Jianqi},
  journal={Medical Image Analysis},
  volume={109},
  pages={103939},
  year={2026},
  doi={10.1016/j.media.2026.103939}
}

@article{zhang2026pathology,
  title={Pathology-Guided AI System for Accurate Segmentation and Diagnosis of Cervical Spondylosis},
  author={Zhang, Qi and Chen, Xiuyuan and He, Ziyi and Wu, Lianming and Wang, Kun and Sun, Jianqi and Shen, Hongxing},
  journal={IEEE Journal of Biomedical and Health Informatics},
  volume={30},
  number={2},
  pages={1216--1229},
  year={2026},
  doi={10.1109/JBHI.2025.3598469}
}