Seuraa
Cheng Ouyang
Cheng Ouyang
University of Oxford, Imperial College London
Vahvistettu sähköpostiosoite verkkotunnuksessa eng.ox.ac.uk - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
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
3392018
Self-supervision with superpixels: Training few-shot medical image segmentation without annotation
C Ouyang, C Biffi, C Chen, T Kart, H Qiu, D Rueckert
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
2792020
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
2362019
Causality-inspired single-source domain generalization for medical image segmentation
C Ouyang, C Chen, S Li, Z Li, C Qin, W Bai, D Rueckert
IEEE Transactions on Medical Imaging 42 (4), 1095-1106, 2022
1842022
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
1252019
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 41 (7), 1837-1848, 2022
1202022
Realistic adversarial data augmentation for MR image segmentation
C Chen, C Qin, H Qiu, C Ouyang, S Wang, L Chen, G Tarroni, W Bai, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
1152020
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, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
1132019
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
822019
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, ...
Medical Image Analysis 81, 102528, 2022
802022
Enhancing MR image segmentation with realistic adversarial data augmentation
C Chen, C Qin, C Ouyang, Z Li, S Wang, H Qiu, L Chen, G Tarroni, W Bai, ...
Medical Image Analysis 82, 102597, 2022
502022
Maxstyle: Adversarial style composition for robust medical image segmentation
C Chen, Z Li, C Ouyang, M Sinclair, W Bai, D Rueckert
International Conference on Medical Image Computing and Computer-Assisted …, 2022
432022
Cooperative training and latent space data augmentation for robust medical image segmentation
C Chen, K Hammernik, C Ouyang, C Qin, W Bai, D Rueckert
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
422021
Zero-shot ecg classification with multimodal learning and test-time clinical knowledge enhancement
C Liu, Z Wan, C Ouyang, A Shah, W Bai, R Arcucci
arXiv preprint arXiv:2403.06659, 2024
242024
The extreme cardiac mri analysis challenge under respiratory motion (cmrxmotion)
S Wang, C Qin, C Wang, K Wang, H Wang, C Chen, C Ouyang, X Kuang, ...
arXiv preprint arXiv:2210.06385, 2022
182022
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
172019
T3d: Towards 3d medical image understanding through vision-language pre-training
C Liu, C Ouyang, Y Chen, CC Quilodrán-Casas, L Ma, J Fu, Y Guo, ...
arXiv preprint arXiv:2312.01529, 2023
162023
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
152019
Robust segmentation via topology violation detection and feature synthesis
L Li, Q Ma, C Ouyang, Z Li, Q Meng, W Zhang, M Qiao, V Kyriakopoulou, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2023
112023
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
112019
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