publications

2025

1. MedIA

   Structural uncertainty estimation for medical image segmentation

   Bing Yang, Xu Zhang, Hao Zhang, and 1 more author

   Medical Image Analysis, 2025

   Bib

   @article{yang2025structural,
     title = {Structural uncertainty estimation for medical image segmentation},
     author = {Yang, Bing and Zhang, Xu and Zhang, Hao and others},
     journal = {Medical Image Analysis},
     year = {2025},
     pages = {103602}
   }

2. MICCAI

   CardioInterp: Generative Modeling for Cardiovascular OCT Interpolation with Anatomical Continuity and Fidelity

   L. Li, Bing Yang, M. Zhang, and 1 more author

   In Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025

   Bib

   @inproceedings{li2025cardiointerp,
     title = {{CardioInterp}: Generative Modeling for Cardiovascular {OCT} Interpolation with Anatomical Continuity and Fidelity},
     author = {Li, L. and Yang, Bing and Zhang, M. and others},
     booktitle = {Medical Image Computing and Computer-Assisted Intervention (MICCAI)},
     year = {2025}
   }

3. CMIG

   Retinal OCT Image Segmentation with Deep Learning: A Review of Advances, Datasets, and Evaluation Metrics

   Hao Zhang, Bing Yang, Shuli Li, and 1 more author

   Computerized Medical Imaging and Graphics, 2025

   Bib

   @article{zhang2025review,
     title = {Retinal {OCT} Image Segmentation with Deep Learning: A Review of Advances, Datasets, and Evaluation Metrics},
     author = {Zhang, Hao and Yang, Bing and Li, Shuli and others},
     journal = {Computerized Medical Imaging and Graphics},
     year = {2025},
     pages = {102539}
   }

2024

1. PR

   Regional context-based recalibration network for cataract recognition in AS-OCT

   Xu Zhang, Z. Xiao, Bing Yang, and 1 more author

   Pattern Recognition, 2024

   Bib

   @article{zhang2024cataract,
     title = {Regional context-based recalibration network for cataract recognition in {AS-OCT}},
     author = {Zhang, Xu and Xiao, Z. and Yang, Bing and others},
     journal = {Pattern Recognition},
     year = {2024}
   }

2023

1. IEEE SPL

   HA-Net: Hierarchical attention network based on multi-task learning for ciliary muscle segmentation in AS-OCT

   Bing Yang, Xu Zhang, Shuli Li, and 1 more author

   IEEE Signal Processing Letters, 2023

   Bib

   @article{yang2023hanet,
     title = {{HA-Net}: Hierarchical attention network based on multi-task learning for ciliary muscle segmentation in {AS-OCT}},
     author = {Yang, Bing and Zhang, Xu and Li, Shuli and others},
     journal = {IEEE Signal Processing Letters},
     year = {2023},
     volume = {30},
     pages = {1342--1346}
   }

2. 3CVIP

   Global-Local Framework for Medical Image Segmentation with Intra-class Imbalance Problem

   Y. Zhou, Bing Yang, X. Lin, and 1 more author

   In 3CVIP, 2023

   Bib

   @inproceedings{zhou2023globallocal,
     title = {Global-Local Framework for Medical Image Segmentation with Intra-class Imbalance Problem},
     author = {Zhou, Y. and Yang, Bing and Lin, X. and others},
     booktitle = {3CVIP},
     year = {2023}
   }

3. ISBI

   Dual-Path Framework for Intra-Class Imbalance Medical Image Segmentation

   X. Lin, Bing Yang, Y. Zhou, and 1 more author

   In IEEE International Symposium on Biomedical Imaging (ISBI), 2023

   Bib

   @inproceedings{lin2023dualpath,
     title = {Dual-Path Framework for Intra-Class Imbalance Medical Image Segmentation},
     author = {Lin, X. and Yang, Bing and Zhou, Y. and others},
     booktitle = {IEEE International Symposium on Biomedical Imaging (ISBI)},
     year = {2023}
   }

4. ICASSP

   OCT image blind despeckling based on gradient guided filter with speckle statistical prior

   Shuli Li, M. Xiong, Bing Yang, and 1 more author

   In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023

   Bib

   @inproceedings{li2023despeckling,
     title = {{OCT} image blind despeckling based on gradient guided filter with speckle statistical prior},
     author = {Li, Shuli and Xiong, M. and Yang, Bing and others},
     booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
     year = {2023}
   }

2019

1. OMIA

   Network pruning for OCT image classification

   Bing Yang, Y. Zhang, J. Cheng, and 1 more author

   In Ophthalmic Medical Image Analysis (OMIA), 2019

   Bib

   @inproceedings{yang2019pruning,
     title = {Network pruning for {OCT} image classification},
     author = {Yang, Bing and Zhang, Y. and Cheng, J. and others},
     booktitle = {Ophthalmic Medical Image Analysis (OMIA)},
     year = {2019}
   }