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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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Flip Learning: Erase to Segment


Aug 02, 2021
Yuhao Huang, Xin Yang, Yuxin Zou, Chaoyu Chen, Jian Wang, Haoran Dou, Nishant Ravikumar, Alejandro F Frangi, Jianqiao Zhou, Dong Ni

* Accepted by MICCAI 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

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

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Learn Fine-grained Adaptive Loss for Multiple Anatomical Landmark Detection in Medical Images


May 19, 2021
Guang-Quan Zhou, Juzheng Miao, Xin Yang, Rui Li, En-Ze Huo, Wenlong Shi, Yuhao Huang, Jikuan Qian, Chaoyu Chen, Dong Ni

* 12 pages, 10 figures, accepted by IEEE Journal of Biomedical and Health Informatics 

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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

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

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Computer-aided Tumor Diagnosis in Automated Breast Ultrasound using 3D Detection Network


Jul 31, 2020
Junxiong Yu, Chaoyu Chen, Xin Yang, Yi Wang, Dan Yan, Jianxing Zhang, Dong Ni

* Early Accepted by MICCAI 2020 

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Synthesis and Edition of Ultrasound Images via Sketch Guided Progressive Growing GANs


Apr 01, 2020
Jiamin Liang, Xin Yang, Haoming Li, Yi Wang, Manh The Van, Haoran Dou, Chaoyu Chen, Jinghui Fang, Xiaowen Liang, Zixin Mai, Guowen Zhu, Zhiyi Chen, Dong Ni

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

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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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