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Yi Zhou
Yi Zhou
在 seri.com.sg 的电子邮件经过验证
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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
582021
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
572021
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
532021
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
462021
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
252023
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
202021
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
142022
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
122022
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
112023
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
102023
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
72021
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
52022
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
42022
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
32022
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
22024
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
22023
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
22021
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
12022
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
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