| FedDG: Federated Domain Generalization on Image Segmentation via Episodic Learning in Continuous Frequency Space Q Liu, C Chen, J Qin, Q Dou, PA Heng CVPR 2021, 2021 | 539* | 2021 |
| MS-net: Multi-site network for improving semantic segmentation with heterogeneous data Q Liu, Q Dou, L Yu, PA Heng IEEE Transactions on Medical Imaging 39 (9), 2713-2724, 2020 | 327* | 2020 |
| Semi-supervised image classification with relation-driven self-ensembling model Q Liu, L Yu, L Luo, Q Dou, PA Heng IEEE Transactions on Medical Imaging 39 (11), 3429-3440, 2020 | 298 | 2020 |
| Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains Q Liu, Q Dou, PA Heng MICCAI 2020, 2020 | 258 | 2020 |
| Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study Q Dou, TY So, M Jiang, Q Liu, V Vardhanabhuti, G Kaissis, Z Li, W Si, ... NPJ digital medicine 4 (1), 60, 2021 | 229 | 2021 |
| Contrastive cross-site learning with redesigned net for COVID-19 CT classification Z Wang, Q Liu, Q Dou IEEE Journal of Biomedical and Health Informatics 24 (10), 2806-2813, 2020 | 219 | 2020 |
| Unpaired Multi-modal Segmentation via Knowledge Distillation Q Dou, Q Liu, PA Heng, B Glocker IEEE Transactions on Medical Imaging, 2020 | 211 | 2020 |
| Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling C Chen, Q Liu, Y Jin, Q Dou, PA Heng MICCAI 2021, 225-235, 2021 | 110 | 2021 |
| Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching Q Liu, H Yang, Q Dou, PA Heng MICCAI 2021, 2021 | 97 | 2021 |
| Deep Mining External Imperfect Data for Chest X-ray Disease Screening L Luo, L Yu, H Chen, Q Liu, X Wang, J Xu, PA Heng IEEE Transactions on Medical Imaging, 2020 | 92 | 2020 |
| Open-world Semantic Segmentation via Contrasting and Clustering Vision-Language Embedding Q Liu, Y Wen, J Han, C Xu, H Xu, X Liang ECCV2022, 2022 | 78 | 2022 |
| Learning with privileged multimodal knowledge for unimodal segmentation C Chen, Q Dou, Y Jin, Q Liu, PA Heng IEEE transactions on medical imaging 41 (3), 621-632, 2021 | 70 | 2021 |
| Single-domain Generalization in Image Segmentation via Test-time Adaptation from Shape Dictionary Q Liu, C Chen, Q Dou, PA Heng AAAI 2022, 2022 | 44* | 2022 |
| Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance M Jiang, H Yang, X Li, Q Liu, PA Heng, Q Dou MICCAI 2022, 2022 | 35 | 2022 |
| DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images H Yang, C Chen, M Jiang, Q Liu, J Cao, PA Heng, Q Dou IEEE Transactions on Medical Imaging, 2022 | 35 | 2022 |
| Id-animator: Zero-shot identity-preserving human video generation X He, Q Liu, S Qian, X Wang, T Hu, K Cao, K Yan, J Zhang arXiv preprint arXiv:2404.15275, 2024 | 34 | 2024 |
| Weixin Si, Heather HC Lee, Kevin Yu, et al Q Dou, TY So, M Jiang, Q Liu, V Vardhanabhuti, G Kaissis, Z Li Federated deep learning for detecting covid-19 lung abnormalities in ct: a …, 2021 | 17 | 2021 |
| Domain generalization of deep networks for image segmentation via meta learning Q Liu, Q Dou, C Chen, PA Heng Meta Learning With Medical Imaging and Health Informatics Applications, 117 …, 2023 | 10* | 2023 |
| Gamegen-X: Interactive Open-world Game Video Generation H Che, X He, Q Liu, C Jin, H Chen ICLR 2025, 2024 | 7 | 2024 |
| Efficient federated tumor segmentation via normalized tensor aggregation and client pruning Y Yin, H Yang, Q Liu, M Jiang, C Chen, Q Dou, PA Heng International MICCAI Brainlesion Workshop, 433-443, 2021 | 5 | 2021 |
Qi DOUAssistant Professor, The Chinese University of Hong KongEmail được xác minh tại cse.cuhk.edu.hk