| Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks L Yu, H Chen, Q Dou, J Qin, PA Heng IEEE Transactions on Medical Imaging, 2017 | 1175 | 2017 |
| VoxResNet: Deep voxelwise residual networks for brain segmentation from 3D MR images H Chen, Q Dou, L Yu, J Qin, PA Heng NeuroImage 170, 446-455, 2018 | 976* | 2018 |
| Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation L Yu, S Wang, X Li, CW Fu, PA Heng International Conference on Medical Image Computing and Computer-Assisted …, 2019 | 938 | 2019 |
| Automatic detection of cerebral microbleeds from MR images via 3D convolutional neural networks Q Dou, H Chen, L Yu, L Zhao, J Qin, D Wang, VCT Mok, L Shi, PA Heng IEEE transactions on medical imaging 35 (5), 1182-1195, 2016 | 798 | 2016 |
| DCAN: deep contour-aware networks for accurate gland segmentation H Chen, X Qi, L Yu, PA Heng Proceedings of the IEEE conference on Computer Vision and Pattern …, 2016 | 766 | 2016 |
| Pu-net: Point cloud upsampling network L Yu, X Li, CW Fu, D Cohen-Or, PA Heng Proceedings of the IEEE conference on computer vision and pattern …, 2018 | 702 | 2018 |
| Multilevel contextual 3-D CNNs for false positive reduction in pulmonary nodule detection Q Dou, H Chen, L Yu, J Qin, PA Heng IEEE Transactions on Biomedical Engineering 64 (7), 1558-1567, 2016 | 674 | 2016 |
| 3D deeply supervised network for automated segmentation of volumetric medical images Q Dou, L Yu, H Chen, Y Jin, X Yang, J Qin, PA Heng Medical image analysis 41, 40-54, 2017 | 651 | 2017 |
| nnformer: Volumetric medical image segmentation via a 3d transformer HY Zhou, J Guo, Y Zhang, X Han, L Yu, L Wang, Y Yu IEEE Transactions on Image Processing, 2023 | 613* | 2023 |
| DCAN: Deep contour-aware networks for object instance segmentation from histology images H Chen, X Qi, L Yu, Q Dou, J Qin, PA Heng Medical image analysis 36, 135-146, 2017 | 536 | 2017 |
| Transformation-Consistent Self-Ensembling Model for Semisupervised Medical Image Segmentation X Li, L Yu, H Chen, CW Fu, L Xing, PA Heng IEEE Transactions on Neural Networks and Learning Systems, 2020 | 479 | 2020 |
| 3D deeply supervised network for automatic liver segmentation from CT volumes Q Dou, H Chen, Y Jin, L Yu, J Qin, PA Heng Medical Image Computing and Computer-Assisted Intervention–MICCAI 2016: 19th …, 2016 | 441 | 2016 |
| Comparative validation of polyp detection methods in video colonoscopy: results from the MICCAI 2015 endoscopic vision challenge J Bernal, N Tajkbaksh, FJ Sanchez, BJ Matuszewski, H Chen, L Yu, ... IEEE transactions on medical imaging 36 (6), 1231-1249, 2017 | 435 | 2017 |
| Volumetric ConvNets with mixed residual connections for automated prostate segmentation from 3D MR images L Yu, X Yang, H Chen, J Qin, PA Heng Proceedings of the AAAI conference on artificial intelligence 31 (1), 2017 | 434 | 2017 |
| CANet: cross-disease attention network for joint diabetic retinopathy and diabetic macular edema grading X Li, X Hu, L Yu, L Zhu, CW Fu, PA Heng IEEE transactions on medical imaging 39 (5), 1483-1493, 2019 | 386 | 2019 |
| Ec-net: an edge-aware point set consolidation network L Yu, X Li, CW Fu, D Cohen-Or, PA Heng Proceedings of the European conference on computer vision (ECCV), 386-402, 2018 | 305 | 2018 |
| 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, 2020 | 303 | 2020 |
| SV-RCNet: workflow recognition from surgical videos using recurrent convolutional network Y Jin, Q Dou, H Chen, L Yu, J Qin, CW Fu, PA Heng IEEE transactions on medical imaging 37 (5), 1114-1126, 2017 | 297 | 2017 |
| 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, 2020 | 277 | 2020 |
| Patch-based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation S Wang, L Yu, X Yang, CW Fu, PA Heng IEEE transactions on medical imaging, 2019 | 271 | 2019 |
Pheng Ann HengChoh-Ming Li Professor of Computer Science and Engineering, The Chinese University of Hong KongVerified email at cse.cuhk.edu.hk