| Robust optic disc and cup segmentation with deep learning for glaucoma detection S Yu, D Xiao, S Frost, Y Kanagasingam Computerized Medical Imaging and Graphics 74, 61-71, 2019 | 173 | 2019 |
| Calibrated RGB-D Salient Object Detection W Ji, J Li, S Yu, M Zhang, Y Piao, S Yao, Q Bi, K Ma, Y Zheng, H Lu, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 172 | 2021 |
| Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling W Ji, S Yu, J Wu, K Ma, C Bian, Q Bi, J Li, H Liu, L Cheng, Y Zheng Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 107 | 2021 |
| Exudate detection for diabetic retinopathy with convolutional neural networks S Yu, D Xiao, Y Kanagasingam 2017 39th Annual International Conference of the IEEE Engineering in …, 2017 | 97 | 2017 |
| Mil-vt: Multiple instance learning enhanced vision transformer for fundus image classification S Yu, K Ma, Q Bi, C Bian, M Ning, N He, Y Li, H Liu, Y Zheng Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 92 | 2021 |
| Comparing to learn: Surpassing imagenet pretraining on radiographs by comparing image representations HY Zhou, S Yu, C Bian, Y Hu, K Ma, Y Zheng Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 85 | 2020 |
| Multi-task neural networks with spatial activation for retinal vessel segmentation and artery/vein classification W Ma, S Yu, K Ma, J Wang, X Ding, Y Zheng Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 78 | 2019 |
| Lumbar ultrasound image feature extraction and classification with support vector machine S Yu, KK Tan, BL Sng, S Li, ATH Sia Ultrasound in medicine & biology 41 (10), 2677-2689, 2015 | 63 | 2015 |
| Uncertainty-aware domain alignment for anatomical structure segmentation C Bian, C Yuan, J Wang, M Li, X Yang, S Yu, K Ma, J Yuan, Y Zheng Medical Image Analysis 64, 101732, 2020 | 54 | 2020 |
| Machine learning based automatic neovascularization detection on optic disc region S Yu, D Xiao, Y Kanagasingam IEEE journal of biomedical and health informatics 22 (3), 886-894, 2017 | 53 | 2017 |
| Multi-Anchor Active Domain Adaptation for Semantic Segmentation M Ning, D Lu, D Wei, C Bian, C Yuan, S Yu, K Ma, Y Zheng Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 32 | 2021 |
| Retinal hemorrhage detection by rule-based and machine learning approach D Xiao, S Yu, J Vignarajan, D An, ML Tay-Kearney, Y Kanagasingam 2017 39th Annual International Conference of the IEEE Engineering in …, 2017 | 27 | 2017 |
| Automatic identification of needle insertion site in epidural anesthesia with a cascading classifier S Yu, KK Tan, BL Sng, S Li, ATH Sia Ultrasound in medicine & biology 40 (9), 1980-1990, 2014 | 24 | 2014 |
| TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification W Chen, S Yu, J Wu, K Ma, C Bian, C Chu, L Shen, Y Zheng International Conference on Medical Image Computing and Computer-Assisted …, 2020 | 21 | 2020 |
| Automatic detection of neovascularization on optic disk region with feature extraction and support vector machine S Yu, D Xiao, Y Kanagasingam 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 21 | 2016 |
| Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation C Bian, C Yuan, K Ma, S Yu, D Wei, Y Zheng IEEE Transactions on Medical Imaging 41 (5), 1043-1056, 2021 | 20 | 2021 |
| Difficulty-aware Glaucoma Classification with Multi-Rater Consensus Modeling S Yu, HY Zhou, K Ma, C Bian, C Chu, H Liu, Y Zheng International Conference on Medical Image Computing and Computer-Assisted …, 2020 | 20 | 2020 |
| Leveraging Undiagnosed Data for Glaucoma Classification with Teacher-Student Learning J Wu, S Yu, W Chen, K Ma, R Fu, H Liu, X Di, Y Zheng International Conference on Medical Image Computing and Computer-Assisted …, 2020 | 20 | 2020 |
| Feature extraction and classification for ultrasound images of lumbar spine with support vector machine S Yu, KK Tan, BL Sng, S Li, ATH Sia 2014 36th Annual International Conference of the IEEE Engineering in …, 2014 | 20 | 2014 |
| Refuge2 challenge: Treasure for multi-domain learning in glaucoma assessment H Fang, F Li, H Fu, X Sun, X Cao, J Son, S Yu, M Zhang, C Yuan, C Bian arXiv preprint arXiv:2202.08994, 2022 | 15 | 2022 |
Yefeng ZhengTencent, Shenzhen, China, IEEE Fellow, AIMBE FellowVerified email at tencent.com
