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Online Reflective Learning for Robust Medical Image Segmentation


Jul 01, 2022
Yuhao Huang , Xin Yang , Xiaoqiong Huang , Jiamin Liang , Xinrui Zhou , Cheng Chen , Haoran Dou , Xindi Hu , Yan Cao , Dong Ni

* Accepted by MICCAI 2022 

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Agent with Tangent-based Formulation and Anatomical Perception for Standard Plane Localization in 3D Ultrasound


Jul 01, 2022
Yuxin Zou , Haoran Dou , Yuhao Huang , Xin Yang , Jikuan Qian , Chaojiong Zhen , Xiaodan Ji , Nishant Ravikumar , Guoqiang Chen , Weijun Huang , Alejandro F. Frangi , Dong Ni

* Accepted by MICCAI 2022 

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Localizing the Recurrent Laryngeal Nerve via Ultrasound with a Bayesian Shape Framework


Jun 30, 2022
Haoran Dou , Luyi Han , Yushuang He , Jun Xu , Nishant Ravikumar , Ritse Mann , Alejandro F. Frangi , Pew-Thian Yap , Yunzhi Huang

* Early Accepted by MICCAI 2022 

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Deformable Registration of Brain MR Images via a Hybrid Loss


Oct 28, 2021
Luyi Han , Haoran Dou , Yunzhi Huang , Pew-Thian Yap


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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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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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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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Hybrid Attention for Automatic Segmentation of Whole Fetal Head in Prenatal Ultrasound Volumes


Apr 28, 2020
Xin Yang , Xu Wang , Yi Wang , Haoran Dou , Shengli Li , Huaxuan Wen , Yi Lin , Pheng-Ann Heng , Dong Ni

* Accepted by Computer Methods and Programs in Biomedicine 

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