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Qianye Yang
Qianye Yang
Verified email at eng.ox.ac.uk
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Year
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
209*2020
A review of artificial intelligence in prostate cancer detection on imaging
I Bhattacharya, YS Khandwala, S Vesal, W Shao, Q Yang, ...
Therapeutic Advances in Urology 14, 17562872221128791, 2022
472022
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
392020
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
382022
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration
Y Li, Y Fu, IJMB Gayo, Q Yang, Z Min, SU Saeed, W Yan, Y Wang, ...
Medical Image Analysis 90, 102935, 2023
292023
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
162021
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
122022
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, D Barratt, B Chiu, ...
International Workshop on Applications of Medical AI, 128-138, 2022
102022
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 17 (8 …, 2022
92022
Adaptable image quality assessment using meta-reinforcement learning of task amenability
SU Saeed, Y Fu, V Stavrinides, ZMC Baum, Q Yang, M Rusu, RE Fan, ...
Simplifying Medical Ultrasound: Second International Workshop, ASMUS 2021 …, 2021
92021
Bi-parametric prostate MR image synthesis using pathology and sequence-conditioned stable diffusion
SU Saeed, T Syer, W Yan, Q Yang, M Emberton, S Punwani, MJ Clarkson, ...
Medical Imaging with Deep Learning, 814-828, 2024
82024
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
82022
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 41 (11), 3421-3431, 2022
72022
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
72020
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
Medical Image Understanding and Analysis: 25th Annual Conference, MIUA 2021 …, 2021
52021
Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images
W Yi, V Stavrinides, ZMC Baum, Q Yang, DC Barratt, MJ Clarkson, Y Hu, ...
International Workshop on Machine Learning in Medical Imaging, 277-288, 2023
42023
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, ...
Simplifying Medical Ultrasound: Second International Workshop, ASMUS 2021 …, 2021
42021
Combiner and HyperCombiner networks: Rules to combine multimodality MR images for prostate cancer localisation
W Yan, B Chiu, Z Shen, Q Yang, T Syer, Z Min, S Punwani, M Emberton, ...
Medical Image Analysis 91, 103030, 2024
32024
Prostate cancer segmentation from MRI by a multistream fusion encoder
M Jiang, B Yuan, W Kou, W Yan, H Marshall, Q Yang, T Syer, S Punwani, ...
Medical Physics 50 (9), 5489-5504, 2023
32023
Collaborative Quantization Embeddings for Intra-Subject Prostate MR Image Registration
Z Shen, Q Yang, Y Shen, F Giganti, V Stavrinides, R Fan, C Moore, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2022
32022
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