| Automated diagnosis of prostate cancer in multi-parametric MRI based on multimodal convolutional neural networks MH Le, J Chen, L Wang, Z Wang, W Liu, KTT Cheng, X Yang Physics in Medicine & Biology 62 (16), 6497, 2017 | 163 | 2017 |
| Co-trained convolutional neural networks for automated detection of prostate cancer in multi-parametric MRI X Yang, C Liu, Z Wang*, J Yang, H Le Min, L Wang, KTT Cheng Medical image analysis 42, 212-227, 2017 | 155 | 2017 |
| Automated detection of clinically significant prostate cancer in mp-MRI images based on an end-to-end deep neural network Z Wang, C Liu, D Cheng, L Wang, X Yang, KT Cheng IEEE transactions on medical imaging 37 (5), 1127-1139, 2018 | 143 | 2018 |
| Variation-aware federated learning with multi-source decentralized medical image data Z Yan, J Wicaksana, Z Wang, X Yang, KT Cheng IEEE Journal of Biomedical and Health Informatics 25 (7), 2615-2628, 2020 | 100 | 2020 |
| Bi-modality medical image synthesis using semi-supervised sequential generative adversarial networks X Yang, Y Lin, Z Wang, X Li, KT Cheng IEEE journal of biomedical and health informatics 24 (3), 855-865, 2019 | 57 | 2019 |
| Semi-supervised mp-MRI data synthesis with StitchLayer and auxiliary distance maximization Z Wang, Y Lin, KTT Cheng, X Yang Medical image analysis 59, 101565, 2020 | 30 | 2020 |
| Joint detection and diagnosis of prostate cancer in multi-parametric MRI based on multimodal convolutional neural networks X Yang, Z Wang, C Liu, HM Le, J Chen, KT Cheng, L Wang Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017 | 27 | 2017 |
| Joint progressive and coarse-to-fine registration of brain MRI via deformation field integration and non-rigid feature fusion J Lv#, Z Wang#, H Shi, H Zhang, S Wang, Y Wang, Q Li IEEE Transactions on Medical Imaging 41 (10), 2788-2802, 2022 | 24 | 2022 |
| Multi-task siamese network for retinal artery/vein separation via deep convolution along vessel Z Wang, X Jiang, J Liu, KT Cheng, X Yang IEEE Transactions on Medical Imaging 39 (9), 2904-2919, 2020 | 20 | 2020 |
| An automated method for accurate vessel segmentation X Yang, C Liu, H Le Minh, Z Wang, A Chien, KTT Cheng Physics in Medicine & Biology 62 (9), 3757, 2017 | 19 | 2017 |
| Accurate face alignment and adaptive patch selection for heart rate estimation from videos under realistic scenarios Z Wang, X Yang, KT Cheng PloS one 13 (5), e0197275, 2018 | 16 | 2018 |
| Multi-phase and multi-level selective feature fusion for automated pancreas segmentation from CT images X Jiang, Q Luo, Z Wang, T Mei, Y Wen, X Li, KT Cheng, X Yang International conference on medical image computing and computer-assisted …, 2020 | 15 | 2020 |
| Sparse-view cone beam CT reconstruction using dual CNNs in projection domain and image domain L Chao, Z Wang, H Zhang, W Xu, P Zhang, Q Li Neurocomputing 493, 536-547, 2022 | 12 | 2022 |
| Dual-domain attention-guided convolutional neural network for low-dose cone-beam computed tomography reconstruction L Chao, P Zhang, Y Wang, Z Wang, W Xu, Q Li Knowledge-Based Systems 251, 109295, 2022 | 11 | 2022 |
| Monocular camera based real-time dense mapping using generative adversarial network X Yang, J Chen, Z Wang, Q Zhang, W Liu, C Liao, KT Cheng Proceedings of the 26th ACM international conference on Multimedia, 896-904, 2018 | 9 | 2018 |
| Semi-supervised Learning via Improved Teacher-Student Network for Robust 3D Reconstruction of Stereo Endoscopic Image H Shi#, Z Wang#, J Lv, Y Wang, P Zhang, F Zhu, Q Li* Proceedings of the 29th ACM International Conference on Multimedia, 4661-4669, 2021 | 7 | 2021 |
| Label Refinement with an Iterative Generative Adversarial Network for Boosting Retinal Vessel Segmentation Y Yang#, Z Wang#, J Liu, KT Cheng, X Yang* arXiv e-prints, arXiv:1912.02589, 2019 | 7 | 2019 |
| V-head: face detection and alignment for facial augmented reality applications Z Wang, X Yang MultiMedia Modeling: 23rd International Conference, MMM 2017, Reykjavik …, 2017 | 6 | 2017 |
| Deepcadx: Automated prostate cancer detection and diagnosis in mp-mri based on multimodal convolutional neural networks Z Wang, C Liu, X Bai, X Yang Proceedings of the 25th ACM international conference on Multimedia, 1229-1230, 2017 | 5 | 2017 |
| Accurate Cobb Angle Estimation on Scoliosis X-ray Images via Deeply-coupled Two-stage Network with Differentiable Cropping and Random Perturbation Y Liang#, J Lv#, D Li, X Yang, Z Wang*, Q Li* IEEE Journal of Biomedical and Health Informatics, 2022 | 3 | 2022 |
Kwang-Ting (Tim) ChengChair Professor of ECE and CSE, HKUSTVerified email at ust.hk
