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Qianye Yang
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MRi cross-Modality image-to-image translation
Q Yang, N Li, Z Zhao, X Fan, I Eric, C Chang, Y Xu
Scientific Reports 10 (1), 1-18, 2020
92*2020
DeepReg: a deep learning toolkit for medical image registration
Y Fu, NM Brown, SU Saeed, A Casamitjana, Z Baum, R Delaunay, ...
arXiv preprint arXiv:2011.02580, 2020
142020
Longitudinal Image Registration with Temporal-Order and Subject-Specificity Discrimination
Q Yang, Y Fu, F Giganti, N Ghavami, Q Chen, JA Noble, T Vercauteren, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2020
52020
Learning image quality assessment by reinforcing task amenable data selection
SU Saeed, Y Fu, ZMC Baum, Q Yang, M Rusu, RE Fan, GA Sonn, ...
International Conference on Information Processing in Medical Imaging, 755-766, 2021
42021
Introduction to medical image registration with deepreg, between old and new
N Montana Brown, Y Fu, SU Saeed, A Casamitjana, ZMC Baum, ...
arXiv e-prints, arXiv: 2009.01924, 2020
3*2020
Adaptable image quality assessment using meta-reinforcement learning of task amenability
SU Saeed, Y Fu, V Stavrinides, Z Baum, Q Yang, M Rusu, RE Fan, ...
International Workshop on Advances in Simplifying Medical Ultrasound, 191-201, 2021
22021
Image quality assessment for machine learning tasks using meta-reinforcement learning
SU Saeed, Y Fu, V Stavrinides, ZMC Baum, Q Yang, M Rusu, RE Fan, ...
Medical Image Analysis 78, 102427, 2022
12022
Collaborative Quantization Embeddings for Intra-Subject Prostate MR Image Registration
Z Shen, Q Yang, Y Shen, F Giganti, V Stavrinides, R Fan, C Moore, ...
arXiv preprint arXiv:2207.06189, 2022
2022
Cross-Modality Image Registration using a Training-Time Privileged Third Modality
Q Yang, D Atkinson, Y Fu, T Syer, W Yan, S Punwani, MJ Clarkson, ...
IEEE Transactions on Medical Imaging, 2022
2022
Task model-specific operator skill assessment in routine fetal ultrasound scanning
Y Wang, Q Yang, L Drukker, A Papageorghiou, Y Hu, JA Noble
International Journal of Computer Assisted Radiology and Surgery, 1-8, 2022
2022
The impact of using voxel-level segmentation metrics on evaluating multifocal prostate cancer localisation
W Yan, Q Yang, T Syer, Z Min, S Punwani, M Emberton, DC Barratt, ...
arXiv preprint arXiv:2203.16415, 2022
2022
Few-shot image segmentation for cross-institution male pelvic organs using registration-assisted prototypical learning
Y Li, Y Fu, Q Yang, Z Min, W Yan, H Huisman, D Barratt, VA Prisacariu, ...
2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-5, 2022
2022
Image quality assessment by overlapping task-specific and task-agnostic measures: application to prostate multiparametric MR images for cancer segmentation
SU Saeed, W Yan, Y Fu, F Giganti, Q Yang, Z Baum, M Rusu, RE Fan, ...
arXiv preprint arXiv:2202.09798, 2022
2022
Development and evaluation of intraoperative ultrasound segmentation with negative image frames and multiple observer labels
LF Chalcroft, J Qu, SA Martin, IJMB Gayo, GV Minore, IRD Singh, ...
International Workshop on Advances in Simplifying Medical Ultrasound, 25-34, 2021
2021
Controlling False Positive/Negative Rates for Deep-Learning-Based Prostate Cancer Detection on Multiparametric MR Images
Z Min, FJ Bianco, Q Yang, R Rodell, W Yan, D Barratt, Y Hu
Annual Conference on Medical Image Understanding and Analysis, 56-70, 2021
2021
Morphological Change Forecasting For Prostate Glands Using Feature-Based Registration And Kernel Density Extrapolation
Q Yang, T Vercauteren, Y Fu, F Giganti, N Ghavami, V Stavrinides, ...
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1072-1076, 2021
2021
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