Robust Learning at Noisy Labeled Medical Images: Applied to Skin Lesion Classification. - Cheng Xue 003; Qi Dou 001; Xueying Shi; Hao Chen 011; Pheng-Ann Heng (ISBI, 2019)

An Active Learning Approach for Reducing Annotation Cost in Skin Lesion Analysis. - Xueying Shi; Qi Dou 001; Cheng Xue 003; Jing Qin 001; Hao Chen 011; Pheng-Ann Heng (MLMI@MICCAI, 2019)

Cascaded Robust Learning at Imperfect Labels for Chest X-ray Segmentation. - Cheng Xue 003; Qiao Deng; Xiaomeng Li 001; Qi Dou 001; Pheng-Ann Heng (MICCAI (6), 2020)

Global guidance network for breast lesion segmentation in ultrasound images. - Cheng Xue 003; Lei Zhu 003; Huazhu Fu; Xiaowei Hu 001; Xiaomeng Li 001; Hai Zhang; Pheng-Ann Heng (Medical Image Anal., 2021)

Robust Medical Image Classification From Noisy Labeled Data With Global and Local Representation Guided Co-Training. - Cheng Xue 003; Lequan Yu; Pengfei Chen 003; Qi Dou 001; Pheng-Ann Heng (IEEE Trans. Medical Imaging, 2022)

Specific-Modal Spatial Guidance and Feature Enhancement for Multi-modal Brain Tumor Segmentation. - Junyang Han; Cheng Xue 003; Hongzhi Liu 002; Shiyu Zhu; Jiacheng Nie; Weixuan Wan; Chunfeng Yang; Wenxue Yu; Xiaoying Tang; Yang Chen 008; Shijie Wang; Pinzheng Zhang; et al. (BIBM, 2023)

Spinal Lesions Classification and Localization with ACAT-Net from X-ray Images. - Hongzhi Liu 002; Xiaoli Mai; Junyang Han; Shiyu Zhu; Jiacheng Nie; Weixuan Wan; Pinzheng Zhang; Shijie Wang; Wenxue Yu; Xiaoying Tang; Cheng Xue 003; Chunfeng Yang; et al. (BIBM, 2023)

Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-training. - Xiaofei Chen; Yuting He 001; Cheng Xue 003; Rongjun Ge; Shuo Li 001; Guanyu Yang 001 (MICCAI (1), 2023)

Morphology-Inspired Unsupervised Gland Segmentation via Selective Semantic Grouping. - Qixiang Zhang; Yi Li 050; Cheng Xue 003; Xiaomeng Li 001 (MICCAI (4), 2023)

Prognostic Prediction of Cancer Based on Radiomics Features of Diagnostic Imaging: The Performance of Machine Learning Strategies. - Fuk-hay Tang; Cheng Xue 003; Maria Y. Y. Law; Chui-Ying Wong; Tze-Hei Cho; Chun-Kit Lai (J. Digit. Imaging, 2023)

Cas-PRED: A Limited-Angle Cone Beam CT Reconstruction Research Based on Prior Information. - Yuan Gao 033; Liu Zhang; Wenxue Yu; Shijie Wang; Pinzheng Zhang; Cheng Xue 003; Chunfeng Yang; Shipeng Xie; Gouenou Coatrieux; Jean-Louis Coatrieux; Yang Chen 008 (IEEE Trans. Instrum. Meas., 2024)

DIER-Net: Debiased Learning With Medical Image Noisy Label by Intrinsic and Extrinsic Regularization. - Cheng Xue 003 (Int. J. Imaging Syst. Technol., 2025)

GFA-Net: Global Feature Aggregation Network Based on Contrastive Learning for Breast Lesion Automated Segmentation in Ultrasound Images. - Tao Wang 107; Chufeng Jin; Yang Chen 008; Guangquan Zhou; Rongjun Ge; Cheng Xue 003; Baike Shi; Tianyi Liu; Jean-Louis Coatrieux; Qianjin Feng 001 (IEEE Trans. Instrum. Meas., 2025)

GlandSAM: Injecting Morphology Knowledge Into Segment Anything Model for Label-Free Gland Segmentation. - Qixiang Zhang; Yi Li 050; Cheng Xue 003; Haonan Wang; Xiaomeng Li 001 (IEEE Trans. Medical Imaging, 2025)