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Cheng Ouyang
Cheng Ouyang
Verified email at imperial.ac.uk - Homepage
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Year
Unsupervised cross-modality domain adaptation of convnets for biomedical image segmentations with adversarial loss
Q Dou, C Ouyang, C Chen, H Chen, PA Heng
arXiv preprint arXiv:1804.10916, 2018
2102018
Pnp-adanet: Plug-and-play adversarial domain adaptation network at unpaired cross-modality cardiac segmentation
Q Dou, C Ouyang, C Chen, H Chen, B Glocker, X Zhuang, PA Heng
IEEE Access 7, 99065-99076, 2019
100*2019
Data Efficient Unsupervised Domain Adaptation for Cross-Modality Image Segmentation
C Ouyang, K Kamnitsas, C Biffi, J Duan, D Rueckert
arXiv preprint arXiv:1907.02766, 2019
662019
Self-supervision with superpixels: Training few-shot medical image segmentation without annotation
C Ouyang, C Biffi, C Chen, T Kart, H Qiu, D Rueckert
European Conference on Computer Vision, 762-780, 2020
542020
Unsupervised Multi-modal Style Transfer for Cardiac MR Segmentation
C Chen, C Ouyang, G Tarroni, J Schlemper, H Qiu, W Bai, D Rueckert
https://arxiv.org/abs/1908.07344, 2019
482019
VS-Net: Variable splitting network for accelerated parallel MRI reconstruction
J Duan, J Schlemper, C Qin, C Ouyang, W Bai, C Biffi, G Bello, B Statton, ...
International conference on medical image computing and computer-assisted …, 2019
452019
Realistic adversarial data augmentation for MR image segmentation
C Chen, C Qin, H Qiu, C Ouyang, S Wang, L Chen, G Tarroni, W Bai, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2020
372020
Cardiac segmentation on late gadolinium enhancement MRI: a benchmark study from multi-sequence cardiac MR segmentation challenge
X Zhuang, J Xu, X Luo, C Chen, C Ouyang, D Rueckert, VM Campello, ...
arXiv preprint arXiv:2006.12434, 2020
222020
Data consistency networks for (calibration-less) accelerated parallel MR image reconstruction
J Schlemper, J Duan, C Ouyang, C Qin, J Caballero, JV Hajnal, ...
arXiv preprint arXiv:1909.11795, 2019
112019
Parallel beamlet dose calculation via beamlet contexts in a distributed multi‐GPU framework
R Neph, C Ouyang, J Neylon, Y Yang, K Sheng
Medical physics 46 (8), 3719-3733, 2019
92019
Causality-inspired Single-source Domain Generalization for Medical Image Segmentation
C Ouyang, C Chen, S Li, Z Li, C Qin, W Bai, D Rueckert
arXiv preprint arXiv:2111.12525, 2021
82021
Unsupervised domain adaptation of convnets for medical image segmentation via adversarial learning
Q Dou, C Chen, C Ouyang, H Chen, PA Heng
Deep Learning and Convolutional Neural Networks for Medical Imaging and …, 2019
62019
Cooperative training and latent space data augmentation for robust medical image segmentation
C Chen, K Hammernik, C Ouyang, C Qin, W Bai, D Rueckert
International Conference on Medical Image Computing and Computer-Assisted …, 2021
52021
Enhancing mr image segmentation with realistic adversarial data augmentation
C Chen, C Qin, C Ouyang, S Wang, H Qiu, L Chen, G Tarroni, W Bai, ...
arXiv preprint arXiv:2108.03429, 2021
32021
Generalising deep learning MRI reconstruction across different domains
C Ouyang, J Schlemper, C Biffi, G Seegoolam, J Caballero, AN Price, ...
arXiv preprint arXiv:1902.10815, 2019
32019
Distributed Multi-GPU photon beamlet dose calculation for efficient radiation treatment planning
R Neph, C Ouyang, J Neylon, K Sheng
MEDICAL PHYSICS 45 (6), E697-E698, 2018
12018
Image-based 3D non-rigid respiratory motion correction for free-breathing thoracic MR angiography
F Han, C Ouyang, Z Zhou, PJ Finn, P Hu
Journal of Cardiovascular Magnetic Resonance 18 (1), P15, 2016
12016
MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation
C Chen, Z Li, C Ouyang, M Sinclair, W Bai, D Rueckert
arXiv preprint arXiv:2206.01737, 2022
2022
Self-supervised Learning for Few-shot Medical Image Segmentation
C Ouyang, C Biffi, C Chen, T Kart, H Qiu, D Rueckert
IEEE Transactions on Medical Imaging, 2022
2022
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Articles 1–19