| Application of artificial intelligence in surgery XY Zhou, Y Guo, M Shen, GZ Yang Frontiers of Medicine, 1-14, 2020 | 120 | 2020 |
| Normalization in Training U-Net for 2-D Biomedical Semantic Segmentation XY Zhou, GZ Yang IEEE Robotics and Automation Letters 4 (2), 1792-1799, 2019 | 114* | 2019 |
| Automated bone mineral density prediction and fracture risk assessment using plain radiographs via deep learning CI Hsieh, K Zheng, C Lin, L Mei, L Lu, W Li, FP Chen, Y Wang, X Zhou, ... Nature communications 12 (1), 1-9, 2021 | 71 | 2021 |
| Towards Automatic 3D Shape Instantiation for Deployed Stent Grafts: 2D Multiple-class and Class-imbalance Marker Segmentation with Equally-weighted Focal U-Net XY Zhou, C Riga, SL Lee, GZ Yang International Conference on Intelligent Robots and Systems (IROS), 1261-1267, 2018 | 43* | 2018 |
| Acnn: a full resolution dcnn for medical image segmentation XY Zhou, JQ Zheng, P Li, GZ Yang 2020 IEEE International Conference on Robotics and Automation (ICRA), 8455-8461, 2020 | 33* | 2020 |
| Knowledge Distillation with Adaptive Asymmetric Label Sharpening for Semi-supervised Fracture Detection in Chest X-rays Y Wang, K Zheng, CT Chang, XY Zhou, Z Zheng, L Huang, J Xiao, L Lu, ... accepted by IPMI2021, 2021 | 21 | 2021 |
| One-stage Shape Instantiation from a Single 2D Image to 3D Point Cloud XY Zhou*, ZY Wang*, P Li, JQ Zheng, GZ Yang International Conference on Medical Image Computing and Computer-Assisted …, 2019 | 20 | 2019 |
| Real-time 3D Shape Instantiation from Single Fluoroscopy Projection for Fenestrated Stent Graft Deployment XY Zhou, J Lin, C Riga, GZ Yang, SL Lee IEEE Robotics and Automation Letters 3 (2), 1314--1321, 2018 | 20 | 2018 |
| Towards 3D Path Planning from a Single 2D Fluoroscopic Image for Robot Assisted Fenestrated Endovascular Aortic Repair JQ Zheng, XY Zhou, C Riga, GZ Yang International Conference on Robotics and Automation (ICRA), 8747-8753, 2019 | 17* | 2019 |
| An efficient cardiac mapping strategy for radiofrequency catheter ablation with active learning Y Feng, Z Guo, Z Dong, XY Zhou, KW Kwok, S Ernst, SL Lee International journal of computer assisted radiology and surgery 12 (7 …, 2017 | 17 | 2017 |
| Amata: An Annealing Mechanism for Adversarial Training Acceleration N Ye, Q Li, XY Zhou, Z Zhu accepted by AAAI2021, 2021 | 15 | 2021 |
| A real-time and registration-free framework for dynamic shape instantiation XY Zhou, GZ Yang, SL Lee Medical image analysis 44, 86-97, 2018 | 15 | 2018 |
| An Annealing Mechanism for Adversarial Training Acceleration N Ye, Q Li, XY Zhou, Z Zhu IEEE Transactions on Neural Networks and Learning Systems, 2021 | 13 | 2021 |
| Real-time Surgical Environment Enhancement for Robot-Assisted Minimally Invasive Surgery Based on Super-Resolution R Wang, D Zhang, Q Li, XY Zhou, B Lo accepted by ICRA2021, 2021 | 13 | 2021 |
| U-Net Training with Instance-Layer Normalization XY Zhou, P Li, ZY Wang, GZ Yang MICCAI-MMMI workshop 2019 pp 101-108, 2019 | 12 | 2019 |
| Semi-Supervised Learning for Bone Mineral Density Estimation in Hip X-ray Images K Zheng, Y Wang, X Zhou, F Wang, L Lu, C Lin, L Huang, G Xie, J Xiao, ... accepted by MICCAI2021, 2021 | 11 | 2021 |
| Batch Group Normalization XY Zhou, J Sun, N Ye, X Lan, Q Luo, BL Lai, P Esperanca, GZ Yang, Z Li arXiv preprint arXiv:2012.02782, 2020 | 11 | 2020 |
| Abdominal Aortic Aneurysm Segmentation with a Small Number of Training Subjects JQ Zheng, XY Zhou, QB Li, C Riga, GZ Yang The Hamlyn Symposium on Medical Robotics, 2018 | 11 | 2018 |
| Instantiation-Net: 3D Mesh Reconstruction from Single 2D Image for Right Ventricle ZY Wang, XY Zhou, P Li, C Theodoreli-Riga, GZ Yang International Conference on Medical Image Computing and Computer-Assisted …, 2020 | 10 | 2020 |
| Stent graft shape instantiation for fenestrated endovascular aortic repair XY Zhou, GZ Yang, C Riga, SL Lee The Hamlyn Symposium on Medical Robotics, 2017 | 9 | 2017 |
Le LuAlibaba DAMO Academy, IEEE Fellow, MICCAI Board Member, IEEE SPS Distinguished Industry SpeakerVerified email at alibaba-inc.com
