Auto-weighting for Breast Cancer Classification in Multimodal Ultrasound. - Jian Wang 099; Juzheng Miao; Xin Yang 009; Rui Li 038; Guangquan Zhou; Yuhao Huang 001; Zehui Lin; Wufeng Xue; Xiaohong Jia 003; Jianqiao Zhou; Ruobing Huang; Dong Ni 001 (MICCAI (6), 2020)

Autonomous Navigation of an Ultrasound Probe Towards Standard Scan Planes with Deep Reinforcement Learning. - Keyu Li; Jian Wang 099; Yangxin Xu; Hao Qin; Dongsheng Liu; Li Liu 017; Max Q.-H. Meng (ICRA, 2021)

Statistical Dependency Guided Contrastive Learning for Multiple Labeling in Prenatal Ultrasound. - Shuangchi He; Zehui Lin; Xin Yang 009; Chaoyu Chen; Jian Wang 099; Xue Shuang; Ziwei Deng; Qin Liu; Yan Cao 002; Xiduo Lu; Ruobing Huang; Nishant Ravikumar; et al. (MLMI@MICCAI, 2021)

Flip Learning: Erase to Segment. - Yuhao Huang 001; Xin Yang 009; Yuxin Zou; Chaoyu Chen; Jian Wang 099; Haoran Dou; Nishant Ravikumar; Alejandro F. Frangi; Jianqiao Zhou; Dong Ni 001 (MICCAI (1), 2021)

Image-Guided Navigation of a Robotic Ultrasound Probe for Autonomous Spinal Sonography Using a Shadow-aware Dual-Agent Framework. - Keyu Li; Yangxin Xu; Jian Wang 099; Dong Ni 001; Li Liu 017; Max Q.-H. Meng (CoRR, 2021)

AW3M: An auto-weighting and recovery framework for breast cancer diagnosis using multi-modal ultrasound. - Ruobing Huang; Zehui Lin; Haoran Dou; Jian Wang 099; Juzheng Miao; Guangquan Zhou; Xiaohong Jia 003; Wenwen Xu; Zihan Mei; Yijie Dong; Xin Yang 009; Jianqiao Zhou; et al. (Medical Image Anal., 2021)

Modality alignment contrastive learning for severity assessment of COVID-19 from lung ultrasound and clinical information. - Wufeng Xue; Chunyan Cao; Jie Liu; Yilian Duan; Haiyan Cao; Jian Wang 099; Xumin Tao; Zejian Chen; Meng Wu; Jinxiang Zhang; Hui Sun; Yang Jin; et al. (Medical Image Anal., 2021)

Fourier Test-Time Adaptation with Multi-level Consistency for Robust Classification. - Yuhao Huang 001; Xin Yang 009; Xiaoqiong Huang; Xinrui Zhou; Haozhe Chi; Haoran Dou; Xindi Hu; Jian Wang 099; Xuedong Deng; Dong Ni 001 (MICCAI (3), 2023)

FFPN: Fourier Feature Pyramid Network for Ultrasound Image Segmentation. - Chaoyu Chen; Xin Yang 009; Rusi Chen; Junxuan Yu; Liwei Du; Jian Wang 099; Xindi Hu; Yan Cao 002; Yingying Liu; Dong Ni 001 (MLMI@MICCAI (1), 2023)

Mitral Regurgitation Recogniton Based on Unsupervised Out-of-Distribution Detection with Residual Diffusion Amplification. - Zhe Liu; Xiliang Zhu; Tong Han; Yuhao Huang 001; Jian Wang 099; Lian Liu; Fang Wang; Dong Ni 001; Zhongshan Gou; Xin Yang 009 (MLMI@MICCAI (1), 2024)

Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-training. - Jian Wang 099; Xin Yang 009; Xiaohong Jia 003; Wufeng Xue; Rusi Chen; Yanlin Chen; Xi-Liang Zhu; Lian Liu; Yan Cao 002; Jianqiao Zhou; Dong Ni 001; Ning Gu (Comput. Biol. Medicine, 2024)

Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-training. - Jian Wang 099; Xin Yang 009; Xiaohong Jia 003; Wufeng Xue; Rusi Chen; Yanlin Chen; Xiliang Zhu; Lian Liu; Yan Cao 002; Jianqiao Zhou; Dong Ni 001; Ning Gu (CoRR, 2024)

Hierarchical Corpus-View-Category Refinement for Carotid Plaque Risk Grading in Ultrasound. - Zhiyuan Zhu; Jian Wang 099; Yong Jiang; Tong Han; Yuhao Huang 001; Ang Zhang; Kaiwen Yang; Mingyuan Luo; Zhe Liu; Yaofei Duan; Dong Ni 001; Tianhong Tang; et al. (CoRR, 2025)

Accurate and Efficient Fetal Birth Weight Estimation from 3D Ultrasound. - Jian Wang 099; Qiongying Ni; Hongkui Yu; Ruixuan Yao; Jinqiao Ying; Bin Zhang; Xingyi Yang; Jin Peng; Jiongquan Chen; Junxuan Yu; Wenlong Shi; Chaoyu Chen; et al. (CoRR, 2025)