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Bootstrap Representation Learning for Segmentation on Medical Volumes and Sequences


Jun 23, 2021
Zejian Chen, Wei Zhuo, Tianfu Wang, Wufeng Xue, Dong Ni

* 17 pages 

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Joint Landmark and Structure Learning for Automatic Evaluation of Developmental Dysplasia of the Hip


Jun 10, 2021
Xindi Hu, Limin Wang, Xin Yang, Xu Zhou, Wufeng Xue, Yan Cao, Shengfeng Liu, Yuhao Huang, Shuangping Guo, Ning Shang, Dong Ni, Ning Gu

* Accepted by IEEE Journal of Biomedical and Health Informatics. 14 pages, 10 figures and 10 tables 

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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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Style-invariant Cardiac Image Segmentation with Test-time Augmentation


Sep 24, 2020
Xiaoqiong Huang, Zejian Chen, Xin Yang, Zhendong Liu, Yuxin Zou, Mingyuan Luo, Wufeng Xue, Dong Ni

* Accepted by MICCAI STACOM 2020 

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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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Segmentation of Multimodal Myocardial Images Using Shape-Transfer GAN


Aug 14, 2019
Xumin Tao, Hongrong Wei, Wufeng Xue, Dong Ni

* accepted by STACOM 21019 

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Cardiac Motion Scoring with Segment- and Subject-level Non-Local Modeling


Jun 14, 2018
Wufeng Xue, Gary Brahm, Stephanie Leung, Ogla Shmuilovich, Shuo Li

* MICCAI 2018 

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Full Quantification of Left Ventricle via Deep Multitask Learning Network Respecting Intra- and Inter-Task Relatedness


Jun 14, 2017
Wufeng Xue, Andrea Lum, Ashley Mercado, Mark Landis, James Warringto, Shuo Li

* Accepted at MICCAI 2017 

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Direct Estimation of Regional Wall Thicknesses via Residual Recurrent Neural Network


May 26, 2017
Wufeng Xue, Ilanit Ben Nachum, Sachin Pandey, James Warrington, Stephanie Leung, Shuo Li

* To appear as an oral paper in IPMI2017 

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Direct Multitype Cardiac Indices Estimation via Joint Representation and Regression Learning


May 25, 2017
Wufeng Xue, Ali Islam, Mousumi Bhaduri, Shuo Li

* accepted by IEEE Transactions on Medical Imaging 

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Learn to Evaluate Image Perceptual Quality Blindly from Statistics of Self-similarity


Oct 10, 2015
Wufeng Xue, Xuanqin Mou, Lei Zhang


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Gradient Magnitude Similarity Deviation: A Highly Efficient Perceptual Image Quality Index


Nov 26, 2013
Wufeng Xue, Lei Zhang, Xuanqin Mou, Alan C. Bovik


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