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Ran Gu
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CA-Net: Comprehensive attention convolutional neural networks for explainable medical image segmentation
R Gu, G Wang, T Song, R Huang, M Aertsen, J Deprest, S Ourselin, ...
IEEE transactions on medical imaging 40 (2), 699-711, 2020
1462020
Myocardial edema and scar segmentation using a coarse-to-fine framework with weighted ensemble
S Zhai*, R Gu*, W Lei, G Wang
Myocardial Pathology Segmentation Combining Multi-Sequence CMR Challenge, 49-59, 2020
132020
Contrastive learning of relative position regression for one-shot object localization in 3D medical images
W Lei, W Xu, R Gu, H Fu, S Zhang, S Zhang, G Wang
International Conference on Medical Image Computing and Computer-Assisted …, 2021
122021
DeepIGeoS-V2: deep interactive segmentation of multiple organs from head and neck images with lightweight CNNs
W Lei, H Wang, R Gu, S Zhang, S Zhang, G Wang
Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and …, 2019
112019
Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation
R Gu, J Zhang, R Huang, W Lei, G Wang, S Zhang
International Conference on Medical Image Computing and Computer-Assisted …, 2021
102021
Automatic segmentation of organs-at-risk from head-and-neck CT using separable convolutional neural network with hard-region-weighted loss
W Lei, H Mei, Z Sun, S Ye, R Gu, H Wang, R Huang, S Zhang, S Zhang, ...
Neurocomputing 442, 184-199, 2021
102021
Comprehensive importance-based selective regularization for continual segmentation across multiple sites
J Zhang*, R Gu*, G Wang, L Gu
International Conference on Medical Image Computing and Computer-Assisted …, 2021
92021
Automatic segmentation of gross target volume of nasopharynx cancer using ensemble of multiscale deep neural networks with spatial attention
H Mei, W Lei, R Gu, S Ye, Z Sun, S Zhang, G Wang
Neurocomputing 438, 211-222, 2021
92021
Automated segmentation of intervertebral disc using fully dilated separable deep neural networks
H Wang*, R Gu*, Z Li
International Workshop and Challenge on Computational Methods and Clinical …, 2018
52018
Priori and posteriori attention for generalizing head and neck tumors segmentation
J Lu, W Lei, R Gu, G Wang
3D Head and Neck Tumor Segmentation in PET/CT Challenge, 134-140, 2021
32021
SS-CADA: A Semi-Supervised Cross-Anatomy Domain Adaptation for Coronary Artery Segmentation
J Zhang*, R Gu*, G Wang, H Xie, L Gu
arXiv preprint arXiv:2105.02674, 2021
32021
Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures
R Gu, J Zhang, G Wang, W Lei, T Song, X Zhang, K Li, S Zhang
IEEE Transactions on Medical Imaging, 2022
12022
FPL-UDA: Filtered Pseudo Label-Based Unsupervised Cross-Modality Adaptation for Vestibular Schwannoma Segmentation
J Wu, R Gu, G Dong, G Wang, S Zhang
2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-5, 2022
12022
One-shot Weakly-Supervised Segmentation in Medical Images
W Lei, Q Su, R Gu, N Wang, X Liu, G Wang, X Zhang, S Zhang
arXiv preprint arXiv:2111.10773, 2021
12021
CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation
R Gu, G Wang, J Lu, J Zhang, W Lei, Y Chen, W Liao, S Zhang, K Li, ...
arXiv preprint arXiv:2211.12081, 2022
2022
PyMIC: A deep learning toolkit for annotation-efficient medical image segmentation
G Wang, X Luo, R Gu, S Yang, Y Qu, S Zhai, Q Zhao, K Li, S Zhang
arXiv preprint arXiv:2208.09350, 2022
2022
Contrastive Domain Disentanglement for Generalizable Medical Image Segmentation
R Gu, J Lu, J Zhang, W Lei, X Zhang, G Wang, S Zhang
arXiv preprint arXiv:2205.06551, 2022
2022
Learning Towards Synchronous Network Memorizability and Generalizability for Continual Segmentation Across Multiple Sites
J Zhang, P Xue, R Gu, Y Gu, M Liu, Y Pan, Z Cui, J Huang, L Ma, D Shen
International Conference on Medical Image Computing and Computer-Assisted …, 2022
2022
One-Shot Object Localization in Medical Images based on Relative Position Regression
W Lei, W Xu, R Gu, H Fu, S Zhang, G Wang
2020
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Articles 1–19