| Unsupervised cross-modality domain adaptation of convnets for biomedical image segmentations with adversarial loss Q Dou, C Ouyang, C Chen, H Chen, PA Heng IJCAI 2018, 2018 | 255 | 2018 |
| Synergistic image and feature adaptation: Towards cross-modality domain adaptation for medical image segmentation C Chen, Q Dou, H Chen, J Qin, PA Heng AAAI 2019, 2019 | 229 | 2019 |
| Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation C Chen, Q Dou, H Chen, J Qin, PA Heng IEEE Transactions on Medical Imaging, 2020 | 202 | 2020 |
| Semantic-aware generative adversarial nets for unsupervised domain adaptation in chest x-ray segmentation C Chen, Q Dou, H Chen, PA Heng MLMI@MICCAI 2018, 143-151, 2018 | 159 | 2018 |
| 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 IEEE Conference on Computer Vision and Pattern Recognition, 2021 | 146 | 2021 |
| Pnp-adanet: Plug-and-play adversarial domain adaptation network with a benchmark at cross-modality cardiac segmentation Q Dou, C Ouyang, C Chen, H Chen, B Glocker, X Zhuang, PA Heng arXiv preprint arXiv:1812.07907, 2018 | 141* | 2018 |
| Weakly supervised 3D deep learning for breast cancer classification and localization of the lesions in MR images J Zhou, LY Luo, Q Dou, H Chen, C Chen, GJ Li, ZF Jiang, PA Heng Journal of Magnetic Resonance Imaging 50 (4), 1144-1151, 2019 | 88 | 2019 |
| Robust multimodal brain tumor segmentation via feature disentanglement and gated fusion C Chen, Q Dou, Y Jin, H Chen, J Qin, PA Heng Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 77 | 2019 |
| Temporal memory relation network for workflow recognition from surgical video Y Jin, Y Long, C Chen, Z Zhao, Q Dou, PA Heng IEEE Transactions on Medical Imaging 40 (7), 1911-1923, 2021 | 32 | 2021 |
| Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling C Chen, Q Liu, Y Jin, Q Dou, PA Heng International Conference on Medical Image Computing and Computer-Assisted …, 2021 | 26 | 2021 |
| Federated learning enables big data for rare cancer boundary detection S Pati, U Baid, B Edwards, M Sheller, SH Wang, GA Reina, P Foley, ... Nature communications 13 (1), 7346, 2022 | 21 | 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 | 13 | 2021 |
| Assessing thalamocortical functional connectivity with granger causality C Chen, A Maybhate, D Israel, NV Thakor, X Jia IEEE Transactions on Neural Systems and Rehabilitation Engineering 21 (5 …, 2013 | 11 | 2013 |
| 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 | 7 | 2019 |
| Effect of hypothermia on cortical and thalamic signals in anesthetized rats C Chen, A Maybhate, NV Thakor, X Jia 2013 35th Annual International Conference of the IEEE Engineering in …, 2013 | 4 | 2013 |
| Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift W Ma, C Chen, S Zheng, J Qin, H Zhang, Q Dou MICCAI 2022, 2022 | 3 | 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 | 3 | 2022 |
| Exploring intra-and inter-video relation for surgical semantic scene segmentation Y Jin, Y Yu, C Chen, Z Zhao, PA Heng, D Stoyanov IEEE Transactions on Medical Imaging 41 (11), 2991-3002, 2022 | 3 | 2022 |
| IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation M Jiang, H Yang, C Cheng, Q Dou IEEE Transactions on Medical Imaging, 2022 | 3 | 2022 |
| Online Reflective Learning for Robust Medical Image Segmentation Y Huang, X Yang, X Huang, J Liang, X Zhou, C Chen, H Dou, X Hu, ... MICCAI 2022, 2022 | 1 | 2022 |
Qi DOUAssistant Professor, The Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
