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Ruobing Huang

aNational-Regional Key Technology Engineering Laboratory for Medical Ultrasound, School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China, Medical Ultrasound Image Computing, Marshall Laboratory of Biomedical Engineering, Shenzhen University, Shenzhen, China

Masked Video Modeling with Correlation-aware Contrastive Learning for Breast Cancer Diagnosis in Ultrasound


Aug 21, 2022
Zehui Lin, Ruobing Huang, Dong Ni, Jiayi Wu, Baoming Luo

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* Accepted by MICCAI-REMIA 2022 

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Multi-Attribute Attention Network for Interpretable Diagnosis of Thyroid Nodules in Ultrasound Images


Jul 09, 2022
Van T. Manh, Jianqiao Zhou, Xiaohong Jia, Zehui Lin, Wenwen Xu, Zihan Mei, Yijie Dong, Xin Yang, Ruobing Huang, Dong Ni

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* 11 pages, 7 figures 

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Personalized Diagnostic Tool for Thyroid Cancer Classification using Multi-view Ultrasound


Jul 01, 2022
Han Huang, Yijie Dong, Xiaohong Jia, Jianqiao Zhou, Dong Ni, Jun Cheng, Ruobing Huang

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* Accepted by MICCAI 2022 

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Fine-grained Correlation Loss for Regression


Jul 01, 2022
Chaoyu Chen, Xin Yang, Ruobing Huang, Xindi Hu, Yankai Huang, Xiduo Lu, Xinrui Zhou, Mingyuan Luo, Yinyu Ye, Xue Shuang, Juzheng Miao, Yi Xiong, Dong Ni

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* Accepted by MICCAI 2022 

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HASA: Hybrid Architecture Search with Aggregation Strategy for Echinococcosis Classification and Ovary Segmentation in Ultrasound Images


Apr 20, 2022
Jikuan Qian, Rui Li, Xin Yang, Yuhao Huang, Mingyuan Luo, Zehui Lin, Wenhui Hong, Ruobing Huang, Haining Fan, Dong Ni, Jun Cheng

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* 17 pages,11 figures. Accepted by Expert Systems and Applications, 2022 

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Statistical Dependency Guided Contrastive Learning for Multiple Labeling in Prenatal Ultrasound


Aug 11, 2021
Shuangchi He, Zehui Lin, Xin Yang, Chaoyu Chen, Jian Wang, Xue Shuang, Ziwei Deng, Qin Liu, Yan Cao, Xiduo Lu, Ruobing Huang, Nishant Ravikumar, Alejandro Frangi, Yuanji Zhang, Yi Xiong, Dong Ni

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* Accepted by MICCAI-MLMI 2021 

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Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound


May 22, 2021
Xin Yang, Yuhao Huang, Ruobing Huang, Haoran Dou, Rui Li, Jikuan Qian, Xiaoqiong Huang, Wenlong Shi, Chaoyu Chen, Yuanji Zhang, Haixia Wang, Yi Xiong, Dong Ni

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* Accepted by Medical Image Analysis (10 figures, 8 tabels) 

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Agent with Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound


Mar 26, 2021
Xin Yang, Haoran Dou, Ruobing Huang, Wufeng Xue, Yuhao Huang, Jikuan Qian, Yuanji Zhang, Huanjia Luo, Huizhi Guo, Tianfu Wang, Yi Xiong, Dong Ni

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* Accepted by IEEE Transactions on Medical Imaging (12 pages, 8 figures, 11 tabels) 

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Contrastive Rendering for Ultrasound Image Segmentation


Oct 10, 2020
Haoming Li, Xin Yang, Jiamin Liang, Wenlong Shi, Chaoyu Chen, Haoran Dou, Rui Li, Rui Gao, Guangquan Zhou, Jinghui Fang, Xiaowen Liang, Ruobing Huang, Alejandro Frangi, Zhiyi Chen, Dong Ni

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* 10 pages, 5 figures, 2 tables, 13 references 

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