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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

* Accepted by MICCAI-MLMI 2021 

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Debiasing Samples from Online Learning Using Bootstrap


Jul 31, 2021
Ningyuan Chen, Xuefeng Gao, Yi Xiong


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Sublinear Regret for Learning POMDPs


Jul 14, 2021
Yi Xiong, Ningyuan Chen, Xuefeng Gao, Xiang Zhou


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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

* 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

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

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Generalize Ultrasound Image Segmentation via Instant and Plug & Play Style Transfer


Jan 11, 2021
Zhendong Liu, Xiaoqiong Huang, Xin Yang, Rui Gao, Rui Li, Yuanji Zhang, Yankai Huang, Guangquan Zhou, Yi Xiong, Alejandro F Frangi, Dong Ni

* Accepted by IEEE ISBI 2021 

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Region Proposal Network with Graph Prior and IoU-Balance Loss for Landmark Detection in 3D Ultrasound


Apr 01, 2020
Chaoyu Chen, Xin Yang, Ruobing Huang, Wenlong Shi, Shengfeng Liu, Mingrong Lin, Yuhao Huang, Yong Yang, Yuanji Zhang, Huanjia Luo, Yankai Huang, Yi Xiong, Dong Ni

* IEEE International Symposium on Biomedical Imaging (IEEE ISBI 2020) 

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Remove Appearance Shift for Ultrasound Image Segmentation via Fast and Universal Style Transfer


Feb 14, 2020
Zhendong Liu, Xin Yang, Rui Gao, Shengfeng Liu, Haoran Dou, Shuangchi He, Yuhao Huang, Yankai Huang, Huanjia Luo, Yuanji Zhang, Yi Xiong, Dong Ni

* IEEE International Symposium on Biomedical Imaging (IEEE ISBI 2020) 

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Regime Switching Bandits


Jan 26, 2020
Xiang Zhou, Ningyuan Chen, Xuefeng Gao, Yi Xiong


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


Oct 10, 2019
Haoran Dou, Xin Yang, Jikuan Qian, Wufeng Xue, Hao Qin, Xu Wang, Lequan Yu, Shujun Wang, Yi Xiong, Pheng-Ann Heng, Dong Ni

* 9 pages, 5 figures, 1 table. Accepted by MICCAI 2019 (oral) 

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