| 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 | 525 | 2017 |
| 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 | 369 | 2016 |
| Deep learning for automated contouring of primary tumor volumes by MRI for nasopharyngeal carcinoma L Lin, Q Dou, YM Jin, GQ Zhou, YQ Tang, WL Chen, BA Su, F Liu, CJ Tao, ... Radiology 291 (3), 677-686, 2019 | 223 | 2019 |
| 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, 2018 | 217 | 2018 |
| Automated pulmonary nodule detection via 3d convnets with online sample filtering and hybrid-loss residual learning Q Dou, H Chen, Y Jin, H Lin, J Qin, PA Heng Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017 | 149 | 2017 |
| Multi-task recurrent convolutional network with correlation loss for surgical video analysis Y Jin, H Li, Q Dou, H Chen, J Qin, CW Fu, PA Heng Medical image analysis 59, 101572, 2020 | 127 | 2020 |
| 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 | 90 | 2019 |
| Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the robust-mis 2019 challenge T Roß, A Reinke, PM Full, M Wagner, H Kenngott, M Apitz, H Hempe, ... Medical Image Analysis 70, 101920, 2021 | 73* | 2021 |
| Incorporating temporal prior from motion flow for instrument segmentation in minimally invasive surgery video Y Jin, K Cheng, Q Dou, PA Heng Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 73 | 2019 |
| Difficulty-aware meta-learning for rare disease diagnosis X Li, L Yu, Y Jin, CW Fu, L Xing, PA Heng Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 47 | 2020 |
| Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation Transformer X Gao, Y Jin, Y Long, Q Dou, PA Heng MICCAI 2021, 2021 | 46 | 2021 |
| Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree Search X Gao, Y Jin, Q Dou, PA Heng ICRA 2020, 2020 | 44 | 2020 |
| 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 (TMI), 2021 | 41 | 2021 |
| Source-free domain adaptive fundus image segmentation with denoised pseudo-labeling C Chen, Q Liu, Y Jin, Q Dou, PA Heng Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 39 | 2021 |
| Reconfigurable interlocking furniture P Song, CW Fu, Y Jin, H Xu, L Liu, PA Heng, D Cohen-Or ACM Transactions on Graphics (TOG) 36 (6), 1-14, 2017 | 39 | 2017 |
| Non‐Local Sparse and Low‐Rank Regularization for Structure‐Preserving Image Smoothing L Zhu, CW Fu, Y Jin, M Wei, J Qin, PA Heng Computer Graphics Forum 35 (7), 217-226, 2016 | 27 | 2016 |
| Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the heichole benchmark M Wagner, BP Müller-Stich, A Kisilenko, D Tran, P Heger, L Mündermann, ... Medical Image Analysis 86, 102770, 2023 | 23 | 2023 |
| Learning Motion Flows for Semi-supervised Instrument Segmentation from Robotic Surgical Video Z Zhao, Y Jin, X Gao, Q Dou, PA Heng MICCAI 2020, 2020 | 23 | 2020 |
| Relational Graph Learning on Visual and Kinematics Embeddings for Accurate Gesture Recognition in Robotic Surgery YH Long, JY Wu, B Lu, YM Jin, M Unberath, YH Liu, PA Heng, Q Dou ICRA 2021, 2020 | 22 | 2020 |
| 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 | 20 | 2021 |
Pheng Ann HengProfessor, Computer Science & Engineering, Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
