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The impact of using voxel-level segmentation metrics on evaluating multifocal prostate cancer localisation

Mar 31, 2022
Wen Yan, Qianye Yang, Tom Syer, Zhe Min, Shonit Punwani, Mark Emberton, Dean C. Barratt, Bernard Chiu, Yipeng Hu

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Image quality assessment by overlapping task-specific and task-agnostic measures: application to prostate multiparametric MR images for cancer segmentation

Feb 20, 2022
Shaheer U. Saeed, Wen Yan, Yunguan Fu, Francesco Giganti, Qianye Yang, Zachary M. C. Baum, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, Mark Emberton, Dean C. Barratt, Yipeng Hu

* Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) 

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Few-shot image segmentation for cross-institution male pelvic organs using registration-assisted prototypical learning

Jan 17, 2022
Yiwen Li, Yunguan Fu, Qianye Yang, Zhe Min, Wen Yan, Henkjan Huisman, Dean Barratt, Victor Adrian Prisacariu, Yipeng Hu

* To appear in the proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI) 2022 

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Controlling False Positive/Negative Rates for Deep-Learning-Based Prostate Cancer Detection on Multiparametric MR images

Jun 04, 2021
Zhe Min, Fernando J. Bianco, Qianye Yang, Rachael Rodell, Wen Yan, Dean Barratt, Yipeng Hu

* Accepted by 25th UK Conference on Medical Image Understanding and Analysis(MIUA 2021) 

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Micron-level Optimal Obstacle-avoidance Trajectory Planning for a Free-floating Space Robot with Predefined-time Convergence

Nov 09, 2020
Wen Yan, Yicheng Liu

* 18 pages, 10 figures, The reference motion model is based on a conference paper to be published (Y Liu, W Yan et. al. "Predefined-Time Trajectory Planning for a Dual-Arm Free-Floating Space Robot" in 46th Annual Conference of the IEEE Industrial Electronics Society, 2020) 

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Unsupervised End-to-end Learning for Deformable Medical Image Registration

Jan 20, 2018
Siyuan Shan, Wen Yan, Xiaoqing Guo, Eric I-Chao Chang, Yubo Fan, Yan Xu

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