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Meta-Learning Initializations for Interactive Medical Image Registration


Oct 27, 2022
Zachary M. C. Baum, Yipeng Hu, Dean Barratt

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* 11 pages, 10 figures. Paper accepted to IEEE Transactions on Medical Imaging (October 26 2022) 

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Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration


Sep 13, 2022
Yiwen Li, Yunguan Fu, Iani Gayo, Qianye Yang, Zhe Min, Shaheer Saeed, Wen Yan, Yipei Wang, J. Alison Noble, Mark Emberton, Matthew J. Clarkson, Henkjan Huisman, Dean Barratt, Victor Adrian Prisacariu, Yipeng Hu

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Collaborative Quantization Embeddings for Intra-Subject Prostate MR Image Registration


Jul 14, 2022
Ziyi Shen, Qianye Yang, Yuming Shen, Francesco Giganti, Vasilis Stavrinides, Richard Fan, Caroline Moore, Mirabela Rusu, Geoffrey Sonn, Philip Torr, Dean Barratt, Yipeng Hu

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* preprint version, accepted for MICCAI 2022 (25th International Conference on Medical Image Computing and Computer Assisted Intervention) 

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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

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* 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

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

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Morphological Change Forecasting for Prostate Glands using Feature-based Registration and Kernel Density Extrapolation


Jan 16, 2021
Qianye Yang, Tom Vercauteren, Yunguan Fu, Francesco Giganti, Nooshin Ghavami, Vasilis Stavrinides, Caroline Moore, Matt Clarkson, Dean Barratt, Yipeng Hu

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* Accepted by ISBI 2021 

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Assisted Probe Positioning for Ultrasound Guided Radiotherapy Using Image Sequence Classification


Oct 06, 2020
Alexander Grimwood, Helen McNair, Yipeng Hu, Ester Bonmati, Dean Barratt, Emma Harris

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* Accepted to MICCAI 2020 

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Longitudinal Image Registration with Temporal-order and Subject-specificity Discrimination


Aug 29, 2020
Qianye Yang, Yunguan Fu, Francesco Giganti, Nooshin Ghavami, Qingchao Chen, J. Alison Noble, Tom Vercauteren, Dean Barratt, Yipeng Hu

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* Accepted at MICCAI 2020 

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Automatic segmentation method of pelvic floor levator hiatus in ultrasound using a self-normalising neural network


Dec 18, 2017
Ester Bonmati, Yipeng Hu, Nikhil Sindhwani, Hans Peter Dietz, Jan D'hooge, Dean Barratt, Jan Deprest, Tom Vercauteren

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