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"One-Shot" Reduction of Additive Artifacts in Medical Images



Yu-Jen Chen , Yen-Jung Chang , Shao-Cheng Wen , Yiyu Shi , Xiaowei Xu , Tsung-Yi Ho , Meiping Huang , Haiyun Yuan , Jian Zhuang


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Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography



Dewen Zeng , Yukun Ding , Haiyun Yuan , Meiping Huang , Xiaowei Xu , Jian Zhuang , Jingtong Hu , Yiyu Shi

* 4 pages, DAC'21 invited paper 

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Positional Contrastive Learning for Volumetric Medical Image Segmentation



Dewen Zeng , Yawen Wu , Xinrong Hu , Xiaowei Xu , Haiyun Yuan , Meiping Huang , Jian Zhuang , Jingtong Hu , Yiyu Shi

* 8 pages, conference 

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Multi-Cycle-Consistent Adversarial Networks for Edge Denoising of Computed Tomography Images



Xiaowe Xu , Jiawei Zhang , Jinglan Liu , Yukun Ding , Tianchen Wang , Hailong Qiu , Haiyun Yuan , Jian Zhuang , Wen Xie , Yuhao Dong , Qianjun Jia , Meiping Huang , Yiyu Shi

* 16 pages, 7 figures, 4 tables, accepted by the ACM Journal on Emerging Technologies in Computing Systems (JETC). arXiv admin note: substantial text overlap with arXiv:2002.12130 

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ImageCHD: A 3D Computed Tomography Image Dataset for Classification of Congenital Heart Disease



Xiaowei Xu , Tianchen Wang , Jian Zhuang , Haiyun Yuan , Meiping Huang , Jianzheng Cen , Qianjun Jia , Yuhao Dong , Yiyu Shi

* 11 pages, 6 figures, 2 tables, published at MICCAI 2020 

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Myocardial Segmentation of Cardiac MRI Sequences with Temporal Consistency for Coronary Artery Disease Diagnosis



Yutian Chen , Xiaowei Xu , Dewen Zeng , Yiyu Shi , Haiyun Yuan , Jian Zhuang , Yuhao Dong , Qianjun Jia , Meiping Huang

* 9 pages, 9 figures 

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Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation



Dewen Zeng , Weiwen Jiang , Tianchen Wang , Xiaowei Xu , Haiyun Yuan , Meiping Huang , Jian Zhuang , Jingtong Hu , Yiyu Shi

* 8 pages, conference 

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ICA-UNet: ICA Inspired Statistical UNet for Real-time 3D Cardiac Cine MRI Segmentation



Tianchen Wang , Xiaowei Xu , Jinjun Xiong , Qianjun Jia , Haiyun Yuan , Meiping Huang , Jian Zhuang , Yiyu Shi

* MICCAI2020, 12 pages, 3 figures 

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MSU-Net: Multiscale Statistical U-Net for Real-time 3D Cardiac MRI Video Segmentation



Tianchen Wang , Jinjun Xiong , Xiaowei Xu , Meng Jiang , Yiyu Shi , Haiyun Yuan , Meiping Huang , Jian Zhuang

* MICCAI19 

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Accurate Congenital Heart Disease Model Generation for 3D Printing



Xiaowei Xu , Tianchen Wang , Dewen Zeng , Yiyu Shi , Qianjun Jia , Haiyun Yuan , Meiping Huang , Jian Zhuang

* 6 figures, 2 tables, accepted by the IEEE International Workshop on Signal Processing Systems 

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