Semi-supervised capsule cGAN for speckle noise reduction in retinal OCT images M Wang, W Zhu, K Yu, Z Chen, F Shi, Y Zhou, Y Ma, Y Peng, D Bao, ... IEEE transactions on medical imaging 40 (4), 1168-1183, 2021 | 58 | 2021 |
MsTGANet: Automatic drusen segmentation from retinal OCT images M Wang, W Zhu, F Shi, J Su, H Chen, K Yu, Y Zhou, Y Peng, Z Chen, ... IEEE Transactions on Medical Imaging 41 (2), 394-406, 2021 | 57 | 2021 |
Speckle noise reduction for OCT images based on image style transfer and conditional GAN Y Zhou, K Yu, M Wang, Y Ma, Y Peng, Z Chen, W Zhu, F Shi, X Chen IEEE Journal of Biomedical and Health Informatics 26 (1), 139-150, 2021 | 53 | 2021 |
Automatic staging for retinopathy of prematurity with deep feature fusion and ordinal classification strategy Y Peng, W Zhu, Z Chen, M Wang, L Geng, K Yu, Y Zhou, T Wang, D Xiang, ... IEEE Transactions on Medical Imaging 40 (7), 1750-1762, 2021 | 46 | 2021 |
Uncertainty-inspired open set learning for retinal anomaly identification M Wang, T Lin, L Wang, A Lin, K Zou, X Xu, Y Zhou, Y Peng, Q Meng, ... Nature Communications 14 (1), 6757, 2023 | 25 | 2023 |
Joint segmentation of multi-class hyper-reflective foci in retinal optical coherence tomography images C Yao, M Wang, W Zhu, H Huang, F Shi, Z Chen, L Wang, T Wang, ... IEEE Transactions on Biomedical Engineering 69 (4), 1349-1358, 2021 | 20 | 2021 |
Ads-net: attention-awareness and deep supervision based network for automatic detection of retinopathy of prematurity Y Peng, Z Chen, W Zhu, F Shi, M Wang, Y Zhou, D Xiang, X Chen, F Chen Biomedical Optics Express 13 (8), 4087-4101, 2022 | 14 | 2022 |
Semi-MsST-GAN: A semi-supervised segmentation method for corneal ulcer segmentation in slit-lamp images T Wang, M Wang, W Zhu, L Wang, Z Chen, Y Peng, F Shi, Y Zhou, C Yao, ... Frontiers in Neuroscience 15, 793377, 2022 | 12 | 2022 |
Graph attention U-Net for retinal layer surface detection and choroid neovascularization segmentation in OCT images Y Shen, J Li, W Zhu, K Yu, M Wang, Y Peng, Y Zhou, L Guan, X Chen IEEE Transactions on Medical Imaging 42 (11), 3140-3154, 2023 | 11 | 2023 |
Self-guided optimization semi-supervised method for joint segmentation of macular hole and cystoid macular edema in retinal OCT images M Wang, T Lin, Y Peng, W Zhu, Y Zhou, F Shi, K Yu, Q Meng, Y Liu, ... IEEE Transactions on Biomedical Engineering 70 (7), 2013-2024, 2023 | 10 | 2023 |
High-resolution hierarchical adversarial learning for OCT speckle noise reduction Y Zhou, J Li, M Wang, W Zhu, Y Peng, Z Chen, L Wang, T Wang, C Yao, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 7 | 2021 |
Tiny-lesion segmentation in oct via multi-scale wavelet enhanced transformer M Wang, K Yu, X Xu, Y Zhou, Y Peng, Y Xu, RSM Goh, Y Liu, H Fu International Workshop on Ophthalmic Medical Image Analysis, 125-134, 2022 | 5 | 2022 |
Automatic zoning for retinopathy of prematurity with semi-supervised feature calibration adversarial learning Y Peng, Z Chen, W Zhu, F Shi, M Wang, Y Zhou, D Xiang, X Chen, F Chen Biomedical Optics Express 13 (4), 1968-1984, 2022 | 4 | 2022 |
AFENet: attention fusion enhancement network for optic disc segmentation of premature infants Y Peng, W Zhu, Z Chen, F Shi, M Wang, Y Zhou, L Wang, Y Shen, ... Frontiers in Neuroscience 16, 836327, 2022 | 3 | 2022 |
Automatic zoning for retinopathy of prematurity with a key area location system Y Peng, H Xu, L Zhao, W Zhu, F Shi, M Wang, Y Zhou, K Feng, X Chen Biomedical Optics Express 15 (2), 725-742, 2024 | 2 | 2024 |
A Multi-Scale Fusion and Transformer Based Registration Guided Speckle Noise Reduction for OCT Images Z Tan, F Shi, Y Zhou, J Wang, M Wang, Y Peng, K Xu, M Liu, X Chen IEEE Transactions on Medical Imaging, 2023 | 2 | 2023 |
DW-Net: Dynamic multi-hierarchical weighting segmentation network for joint segmentation of retina layers with choroid neovascularization L Wang, M Wang, T Wang, Q Meng, Y Zhou, Y Peng, W Zhu, Z Chen, ... Frontiers in Neuroscience 15, 797166, 2021 | 2 | 2021 |
DHNet: High‐resolution and hierarchical network for cross‐domain OCT speckle noise reduction Y Zhou, J Li, M Wang, Y Peng, Z Chen, W Zhu, F Shi, L Wang, T Wang, ... Medical Physics 49 (9), 5914-5928, 2022 | 1 | 2022 |
UAU-Net: United Attention U-Shaped Network for the Segmentation of Pigment Deposits in Fundus Images of Retinitis Pigmentosa J Xu, Z Wang, W Zhu, Y Zhou, Y Sun, Z Li, M Liu, W Tan, L Xu, X Chen International Workshop on Ophthalmic Medical Image Analysis, 52-61, 2023 | | 2023 |
Dual-Modality Grading of Keratoconus Severity Based on Corneal Topography and Clinical Indicators X Xu, Y Chen, F Shi, Y Zhou, W Zhu, S Gao, M Mateen, X Zhang, X Chen International Workshop on Ophthalmic Medical Image Analysis, 102-111, 2023 | | 2023 |