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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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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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A New Weighting Scheme for Fan-beam and Circle Cone-beam CT Reconstructions


Jan 06, 2021
Wei Wang, Xiang-Gen Xia, Chuanjiang He, Zemin Ren, Jian Lu, Tianfu Wang, Baiying Lei


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Convolutional 3D to 2D Patch Conversion for Pixel-wise Glioma Segmentation in MRI Scans


Oct 20, 2020
Mohammad Hamghalam, Baiying Lei, Tianfu Wang


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A model-guided deep network for limited-angle computed tomography


Aug 10, 2020
Wei Wang, Xiang-Gen Xia, Chuanjiang He, Zemin Ren, Jian Lu, Tianfu Wang, Baiying Lei


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High Tissue Contrast MRI Synthesis Using Multi-Stage Attention-GAN for Glioma Segmentation


Jun 09, 2020
Mohammad Hamghalam, Baiying Lei, Tianfu Wang

* Will be published in Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-2020) 

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VerSe: A Vertebrae Labelling and Segmentation Benchmark


Jan 24, 2020
Anjany Sekuboyina, Amirhossein Bayat, Malek E. Husseini, Maximilian Löffler, Markus Rempfler, Jan Kukačka, Giles Tetteh, Alexander Valentinitsch, Christian Payer, Martin Urschler, Maodong Chen, Dalong Cheng, Nikolas Lessmann, Yujin Hu, Tianfu Wang, Dong Yang, Daguang Xu, Felix Ambellan, Stefan Zachowk, Tao Jiang, Xinjun Ma, Christoph Angerman, Xin Wang, Qingyue Wei, Kevin Brown, Matthias Wolf, Alexandre Kirszenberg, Élodie Puybareauq, Björn H. Menze, Jan S. Kirschke


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A deep network for sinogram and CT image reconstruction


Jan 20, 2020
Wei Wang, Xiang-Gen Xia, Chuanjiang He, Zemin Ren, Jian Lu, Tianfu Wang, Baiying Lei


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SANet:Superpixel Attention Network for Skin Lesion Attributes Detection


Oct 20, 2019
Xinzi He, Baiying Lei, Tianfu Wang

* 10 pages 

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Brain Tumor Synthetic Segmentation in 3D Multimodal MRI Scans


Sep 27, 2019
Mohammad Hamghalam, Baiying Lei, Tianfu Wang


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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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