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ImageTBAD: A 3D Computed Tomography Angiography Image Dataset for Automatic Segmentation of Type-B Aortic Dissection


Sep 01, 2021
Zeyang Yao, Jiawei Zhang, Hailong Qiu, Tianchen Wang, Yiyu Shi, Jian Zhuang, Yuhao Dong, Meiping Huang, Xiaowei Xu


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EchoCP: An Echocardiography Dataset in Contrast Transthoracic Echocardiography for Patent Foramen Ovale Diagnosis


May 18, 2021
Tianchen Wang, Zhihe Li, Meiping Huang, Jian Zhuang, Shanshan Bi, Jiawei Zhang, Yiyu Shi, Hongwen Fei, Xiaowei Xu

* Accepted by MICCAI2021 

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Quantization of Deep Neural Networks for Accurate EdgeComputing


Apr 25, 2021
Wentao Chen, Hailong Qiu, Jian Zhuang, Chutong Zhang, Yu Hu, Qing Lu, Tianchen Wang, Yiyu Shi†, Meiping Huang, Xiaowe Xu

* 11 pages, 3 figures, 10 tables, accepted by the ACM Journal on Emerging Technologies in Computing Systems (JETC) 

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


Apr 25, 2021
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


Jan 26, 2021
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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Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation


Aug 17, 2020
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


Jul 18, 2020
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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ENSEI: Efficient Secure Inference via Frequency-Domain Homomorphic Convolution for Privacy-Preserving Visual Recognition


Mar 11, 2020
Song Bian, Tianchen Wang, Masayuki Hiromoto, Yiyu Shi, Takashi Sato

* 10 pages, 3 figures, in Proceedings of Conference on Computer Vision and Pattern Recognition (CVPR 2020) 

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


Sep 15, 2019
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


Jul 12, 2019
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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Accurate Congenital Heart Disease ModelGeneration for 3D Printing


Jul 06, 2019
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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SCNN: A General Distribution based Statistical Convolutional Neural Network with Application to Video Object Detection


Mar 15, 2019
Tianchen Wang, Jinjun Xiong, Xiaowei Xu, Yiyu Shi

* AAAI19 

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