publications

* denotes the corresponding author.

An up-to-date list is available on Google Scholar.

2024

  1. MedIA
    Maxillofacial bone movements-aware dual graph convolution approach for postoperative facial appearance prediction
    Xinrui Huang, Dongming He, Zhenming Li, Xiaofan Zhang*, and Xudong Wang*
    Medical Image Analysis, 2024
  2. MedIA
    PathoDuet: Foundation models for pathological slide analysis of H&E and IHC stains
    Shengyi Hua, Fang Yan, Tianle Shen, Lei Ma, and Xiaofan Zhang*
    Medical Image Analysis, 2024
  3. CVPR
    ZePT: Zero-shot Pan-Tumor segmentation via query-disentangling and self-prompting
    Yankai Jiang, Zhongzhen Huang, Rongzhao Zhang, Xiaofan Zhang*, and Shaoting Zhang*
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
  4. NPJPO
    Artificial intelligence-based assessment of PD-L1 expression in diffuse large B cell lymphoma
    Fang Yan, Qian Da, Hongmei Yi, Shijie Deng, Lifeng Zhu, Mu Zhou, Yingting Liu, Ming Feng, Jing Wang, Xuan Wang, Yuxiu Zhang, Wenjing Zhang, Xiaofan Zhang*, Jingsheng Lin*, Shaoting Zhang*, and Chaofu Wang*
    NPJ Precision Oncology, 2024
  5. COLING
    GECSum: Generative evaluation-driven sequence level contrastive learning for abstractive summarization
    Jiawen Xie, Shaoting Zhang, and Xiaofan Zhang*
    In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)

2023

  1. MICCAI
    Efficient subclass segmentation in medical images
    Linrui Dai, Wenhui Lei, and Xiaofan Zhang*
    In International Conference on Medical Image Computing and Computer-Assisted Intervention, 2023
  2. ACL
    MidMed: Towards Mixed-Type Dialogues for Medical Consultation
    Xiaoming Shi, Zeming Liu, Chuan Wang, Haitao Leng, Kui Xue, Xiaofan Zhang, and Shaoting Zhang
    In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
  3. TMI
    One-shot weakly-supervised segmentation in 3D medical images
    Wenhui Lei, Qi Su, Tianyu Jiang, Ran Gu, Na Wang, Xinglong Liu, Guotai Wang, Xiaofan Zhang*, and Shaoting Zhang
    IEEE Transactions on Medical Imaging, 2023
  4. CVPR
    KiUT: Knowledge-injected U-Transformer for radiology report generation
    Zhongzhen Huang, Xiaofan Zhang*, and Shaoting Zhang
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

  1. MedIA
    Segmentation only uses sparse annotations: Unified weakly and semi-supervised learning in medical images
    Feng Gao, Minhao Hu, Min-Er Zhong, Shixiang Feng, Xuwei Tian, Xiaochun Meng, Zeping Huang, Minyi Lv, Tao Song, Xiaofan Zhang*, and  others
    Medical Image Analysis, 2022
  2. MedIA
    DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system
    Qian Da, Xiaodi Huang, Zhongyu Li, Yanfei Zuo, Chenbin Zhang, Jingxin Liu, Wen Chen, Jiahui Li, Dou Xu, Zhiqiang Hu, and  others
    Medical Image Analysis, 2022

2019

  1. CVPR
    Heterogeneous memory enhanced multimodal attention model for video question answering
    Chenyou Fan, Xiaofan Zhang, Shu Zhang, Wensheng Wang, Chi Zhang, and Heng Huang
    In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition, 2019

2018

  1. MedIA
    Large-scale retrieval for medical image analytics: A comprehensive review
    Zhongyu Li, Xiaofan Zhang, Henning Müller, and Shaoting Zhang
    Medical image analysis, 2018

2016

  1. CVPR
    Embedding label structures for fine-grained feature representation
    Xiaofan Zhang, Feng Zhou, Yuanqing Lin, and Shaoting Zhang
    In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

  1. MedIA
    High-throughput histopathological image analysis via robust cell segmentation and hashing
    Xiaofan Zhang, Fuyong Xing, Hai Su, Lin Yang, and Shaoting Zhang
    Medical image analysis, 2015
  2. JBHI
    Fusing heterogeneous features from stacked sparse autoencoder for histopathological image analysis
    Xiaofan Zhang, Hang Dou, Tao Ju, Jun Xu, and Shaoting Zhang
    IEEE journal of biomedical and health informatics, 2015
  3. IPMI
    Weighted hashing with multiple cues for cell-level analysis of histopathological images
    Xiaofan Zhang, Hai Su, Lin Yang, and Shaoting Zhang
    In Information Processing in Medical Imaging: 24th International Conference, IPMI 2015, Sabhal Mor Ostaig, Isle of Skye, UK, June 28-July 3, 2015, Proceedings 24
  4. CVPR
    Fine-grained histopathological image analysis via robust segmentation and large-scale retrieval
    Xiaofan Zhang, Hai Su, Lin Yang, and Shaoting Zhang
    In Proceedings of the IEEE conference on computer vision and pattern recognition, 2015

2014

  1. TMI
    Towards large-scale histopathological image analysis: Hashing-based image retrieval
    Xiaofan Zhang, Wei Liu, Murat Dundar, Sunil Badve, and Shaoting Zhang
    IEEE Transactions on Medical Imaging, 2014