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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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A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRI


Apr 27, 2020
Haoran Dou, Davood Karimi, Caitlin K. Rollins, Cynthia M. Ortinau, Lana Vasung, Clemente Velasco-Annis, Abdelhakim Ouaalam, Xin Yang, Dong Ni, Ali Gholipour

* 10 pages, 6 figures, 3 tables 

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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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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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Deep learning with noisy labels: exploring techniques and remedies in medical image analysis


Jan 01, 2020
Davood Karimi, Haoran Dou, Simon K. Warfield, Ali Gholipour


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FetusMap: Fetal Pose Estimation in 3D Ultrasound


Oct 11, 2019
Xin Yang, Wenlong Shi, Haoran Dou, Jikuan Qian, Yi Wang, Wufeng Xue, Shengli Li, Dong Ni, Pheng-Ann Heng

* 9 pages, 6 figures, 2 tables. Accepted by MICCAI 2019 

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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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Joint Segmentation and Landmark Localization of Fetal Femur in Ultrasound Volumes


Aug 31, 2019
Xu Wang, Xin Yang, Haoran Dou, Shengli Li, Pheng-Ann Heng, Dong Ni

* Accepted by IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2019 

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Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound


Jul 03, 2019
Yi Wang, Haoran Dou, Xiaowei Hu, Lei Zhu, Xin Yang, Ming Xu, Jing Qin, Pheng-Ann Heng, Tianfu Wang, Dong Ni

* 11 pages, 10 figures, 2 tables. Accepted by IEEE transactions on Medical Imaging 

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