Full Publication List:
Selected Publications:
Hong Wu, Juan Fu, Hongsheng Ye, Yuming Zhong, Xuebin Zou, Jianhua Zhou*, Yi Wang*, Towards Multi-modality Fusion and Prototype-based Feature Refinement for Clinically Significant Prostate Cancer Classification in Transrectal Ultrasound, In Proceedings of the International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024. [code]
Zhuoyuan Wang, Dong Sun, Xiangyun Zeng, Ruodai Wu*, Yi Wang*, Contextual Embedding Learning to Enhance 2D Networks for Volumetric Image Segmentation, Expert Systems with Applications, 2024, 253: 124279. [code]
Zefan Yang, Di Lin, Dong Ni, Yi Wang*, Recurrent Feature Propagation and Edge Skip-Connections for Automatic Abdominal Organ Segmentation, Expert Systems with Applications, 2024, 249: 123856. [code]
Haiqiao Wang, Dong Ni, Yi Wang*, Recursive Deformable Pyramid Network for Unsupervised Medical Image Registration, IEEE Transactions on Medical Imaging, 2024, 43(6): 2229-2240. [code]
Zefan Yang, Di Lin, Dong Ni, Yi Wang*, Non-Iterative Scribble-Supervised Learning with Pacing Pseudo-Masks for Medical Image Segmentation, Expert Systems with Applications, 2024, 238: 122024. [code]
Yuming Zhong, Yi Wang*, SimPLe: Similarity-Aware Propagation Learning for Weakly-Supervised Breast Cancer Segmentation in DCE-MRI, In Proceedings of the International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023: 567-577. [code]
Haiqiao Wang, Dong Ni, Yi Wang*, ModeT: Learning Deformable Image Registration via Motion Decomposition Transformer, In Proceedings of the International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023: 740-749. [code]
Rian Huang, Zeyan Xu, Yu Xie, Hong Wu, Zixian Li, Yanfen Cui, Yingwen Huo, Chu Han, Xiaotang Yang*, Zaiyi Liu*, Yi Wang*, Joint-phase Attention Network for Breast Cancer Segmentation in DCE-MRI, Expert Systems with Applications, 2023, 224: 119962. [code]
Xiangyun Zeng, Rian Huang, Yuming Zhong, Zeyan Xu, Zaiyi Liu*, Yi Wang*, A Reciprocal Learning Strategy for Semisupervised Medical Image Segmentation, Medical Physics, 2023, 50(1): 163-177. [code]
Yi Rao, Yihao Zhou, Yi Wang*, Salient Deformable Network for Abdominal Multi-organ Registration, Medical Physics, 2022, 49(9): 5953-5963. [code]
Qingqing Zheng, Yi Wang*, Pheng-Ann Heng, Multitask Feature Learning Meets Robust Tensor Decomposition for EEG Classification, IEEE Transactions on Cybernetics, 2021, 51(4): 2242-2252.
Haoneng Lin, Zongshang Li, Zefan Yang, Yi Wang*, Variance-aware Attention U-Net for Multi-organ Segmentation, Medical Physics, 2021, 48(12): 7864-7876.
Xiangyun Zeng, Rian Huang, Yuming Zhong, Dong Sun, Chu Han, Di Lin, Dong Ni, Yi Wang*, Reciprocal Learning for Semi-supervised Segmentation, In Proceedings of the International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021: 352-361. [code]
Zhenyu Zhu, Yiqin Cao, Chenchen Qin, Yi Rao, Di Lin, Qi Dou, Dong Ni, Yi Wang*, Joint Affine and Deformable Three-dimensional Networks for Brain MRI Registration, Medical Physics, 2021, 48(3): 1182-1196. [code]
Yi Wang, Na Wang, Min Xu, Junxiong Yu, Chenchen Qin, Xiao Luo, Xin Yang, Tianfu Wang, Anhua Li, Dong Ni*, Deeply-Supervised Networks with Threshold Loss for Cancer Detection in Automated Breast Ultrasound, IEEE Transactions on Medical Imaging, 2020, 39(4): 866-876. [code]
Yi Wang, Chenchen Qin, Chuanlu Lin, Di Lin, Min Xu, Xiao Luo, Tianfu Wang, Anhua Li, Dong Ni*, 3D Inception U-net with Asymmetric Loss for Cancer Detection in Automated Breast Ultrasound, Medical Physics, 2020, 47(11): 5582-5591.
Yi Wang, Haoran Dou, Xiaowei Hu, Lei Zhu, Xin Yang, Ming Xu, Jing Qin, Pheng-Ann Heng, Tianfu Wang, Dong Ni*, Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound, IEEE Transactions on Medical Imaging, 2019, 38(12): 2768-2778. [code]
Qingqing Zheng, Yi Wang*, Pheng-Ann Heng, Online Subspace Learning from Gradient Orientations for Robust Image Alignment, IEEE Transactions on Image Processing, 2019, 28(7): 3383-3394.
Yi Wang*, Qingqing Zheng, Pheng-Ann Heng, Online Robust Projective Dictionary Learning: Shape Modeling for MR-TRUS Registration, IEEE Transactions on Medical Imaging, 2018, 37(4): 1067-1078.
Yi Wang, Zijun Deng, Xiaowei Hu, Lei Zhu*, Xin Yang, Xuemiao Xu, Pheng-Ann Heng, Dong Ni, Deep Attentional Features for Prostate Segmentation in Ultrasound, In Proceedings of the International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2018: 523-530. [code]
Jing Li, Yi Wang*, Baiying Lei, Jie-Zhi Cheng, Jing Qin, Tianfu Wang, Shengli Li*, Dong Ni*, Automatic Fetal Head Circumference Measurement in Ultrasound using Random Forest and Fast Ellipse Fitting, IEEE Journal of Biomedical and Health Informatics, 2018, 22(1): 215-223.
Qingqing Zheng, Yi Wang*, Pheng-Ann Heng, Online Robust Image Alignment via Subspace Learning from Gradient Orientations, In Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2017: 1753-1762.
Yi Wang, Jie-Zhi Cheng*, Dong Ni*, Muqing Lin, Jing Qin, Xiongbiao Luo, Ming Xu, XiaoyanXie, Pheng-Ann Heng, Towards Personalized Statistical Deformable Model and Hybrid Point Matching for Robust MR-TRUS Registration, IEEE Transactions on Medical Imaging, 2016, 35(2): 589-604.