FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space Q Liu, C Chen, J Qin, Q Dou, PA Heng CVPR 2021, 2021 | 366 | 2021 |
MS-net: Multi-site network for improving prostate segmentation with heterogeneous MRI data Q Liu, Q Dou, L Yu, PA Heng IEEE Transactions on Medical Imaging 39 (9), 2713-2724, 2020 | 256 | 2020 |
Semi-supervised medical 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 | 216 | 2020 |
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 | 194 | 2020 |
Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains Q Liu, Q Dou, PA Heng MICCAI 2020, 2020 | 192 | 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 | 181 | 2021 |
Unpaired Multi-modal Segmentation via Knowledge Distillation Q Dou, Q Liu, PA Heng, B Glocker IEEE Transactions on Medical Imaging, 2020 | 159 | 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 | 82 | 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 | 80 | 2020 |
Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching Q Liu, H Yang, Q Dou, PA Heng MICCAI 2021, 2021 | 78 | 2021 |
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 | 51 | 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 | 38 | 2021 |
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 | 25 | 2022 |
Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary Q Liu, C Chen, Q Dou, PA Heng AAAI 2022, 2022 | 22 | 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 | 18 | 2022 |
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 | 15 | 2021 |
Domain generalization of deep networks for medical image segmentation via meta learning Q Liu, Q Dou, C Chen, PA Heng Meta Learning With Medical Imaging and Health Informatics Applications, 117-139, 2023 | 7 | 2023 |
Using deep learning for assessing image-quality of 3d macular scans from spectral-domain optical coherence tomography T Ziqi, X Wang, A Ran, F Tang, Y Cai, H Che, DG Yang, L Luo, Q Liu, ... Investigative Ophthalmology & Visual Science 63 (7), 204–F0051-204–F0051, 2022 | 3 | 2022 |
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 | 2 | 2021 |
Author Correction: 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 5, 2022 | 1 | 2022 |