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Progressive Subsampling for Oversampled Data -- Application to Quantitative MRI


Apr 08, 2022
Stefano B. Blumberg, Hongxiang Lin, Francesco Grussu, Yukun Zhou, Matteo Figini, Daniel C. Alexander


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VAFO-Loss: VAscular Feature Optimised Loss Function for Retinal Artery/Vein Segmentation


Mar 12, 2022
Yukun Zhou, Moucheng Xu, Yipeng Hu, Stefano B. Blumberg, An Zhao, Siegfried K. Wagner, Pearse A. Keane, Daniel C. Alexander

* 13 pages, 6 figures, 3 tables 

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Learning to Address Intra-segment Misclassification in Retinal Imaging


Apr 25, 2021
Yukun Zhou, Moucheng Xu, Yipeng Hu, Hongxiang Lin, Joseph Jacob, Pearse Keane, Daniel Alexander

* 10 pages, 5 figures, and 2 tables 

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Deep learning to estimate the physical proportion of infected region of lung for COVID-19 pneumonia with CT image set


Jun 09, 2020
Wei Wu, Yu Shi, Xukun Li, Yukun Zhou, Peng Du, Shuangzhi Lv, Tingbo Liang, Jifang Sheng


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A Symmetric Equilibrium Generative Adversarial Network with Attention Refine Block for Retinal Vessel Segmentation


Sep 26, 2019
Yukun Zhou, Zailiang Chen, Hailan Shen, Peng Peng, Ziyang Zeng, Xianxian Zheng

* 10 pages, 7 figures, and 6 tables 

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Dual-attention Focused Module for Weakly Supervised Object Localization


Sep 11, 2019
Yukun Zhou, Zailiang Chen, Hailan Shen, Qing Liu, Rongchang Zhao, Yixiong Liang

* 8 pages, 6 figures and 4 tables 

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