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Jun Cheng
Jun Cheng
Principal Scientist & Principal Investigator, Institute for Infocomm Research, A*STAR
Verified email at i2r.a-star.edu.sg - Homepage
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Year
Ce-net: Context encoder network for 2d medical image segmentation
Z Gu, J Cheng, H Fu, K Zhou, H Hao, Y Zhao, T Zhang, S Gao, J Liu
IEEE transactions on medical imaging 38 (10), 2281-2292, 2019
17432019
Joint optic disc and cup segmentation based on multi-label deep network and polar transformation
H Fu, J Cheng, Y Xu, DWK Wong, J Liu, X Cao
IEEE transactions on medical imaging 37 (7), 1597-1605, 2018
8422018
Superpixel classification based optic disc and optic cup segmentation for glaucoma screening
J Cheng, J Liu, Y Xu, F Yin, DWK Wong, NM Tan, D Tao, CY Cheng, ...
IEEE transactions on medical imaging 32 (6), 1019-1032, 2013
7152013
ORIGA-light: An online retinal fundus image database for glaucoma analysis and research
Z Zhang, FS Yin, J Liu, WK Wong, NM Tan, BH Lee, J Cheng, TY Wong
2010 Annual international conference of the IEEE engineering in medicine and …, 2010
4982010
Disc-aware ensemble network for glaucoma screening from fundus image
H Fu, J Cheng, Y Xu, C Zhang, DWK Wong, J Liu, X Cao
IEEE transactions on medical imaging 37 (11), 2493-2501, 2018
3752018
CS2-Net: Deep learning segmentation of curvilinear structures in medical imaging
L Mou, Y Zhao, H Fu, Y Liu, J Cheng, Y Zheng, P Su, J Yang, L Chen, ...
Medical image analysis 67, 101874, 2021
2302021
CS-Net: Channel and spatial attention network for curvilinear structure segmentation
L Mou, Y Zhao, L Chen, J Cheng, Z Gu, H Hao, H Qi, Y Zheng, A Frangi, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
2222019
Dense dilated network with probability regularized walk for vessel detection
L Mou, L Chen, J Cheng, Z Gu, Y Zhao, J Liu
IEEE transactions on medical imaging 39 (5), 1392-1403, 2019
1352019
Automatic optic disc segmentation with peripapillary atrophy elimination
J Cheng, J Liu, DWK Wong, F Yin, C Cheung, M Baskaran, T Aung, ...
2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011
1302011
Encoding structure-texture relation with p-net for anomaly detection in retinal images
K Zhou, Y Xiao, J Yang, J Cheng, W Liu, W Luo, Z Gu, J Liu, S Gao
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
1202020
JointRCNN: a region-based convolutional neural network for optic disc and cup segmentation
Y Jiang, L Duan, J Cheng, Z Gu, H Xia, H Fu, C Li, J Liu
IEEE Transactions on Biomedical Engineering 67 (2), 335-343, 2019
1172019
Sparse dissimilarity-constrained coding for glaucoma screening
J Cheng, F Yin, DWK Wong, D Tao, J Liu
IEEE Transactions on Biomedical Engineering 62 (5), 1395-1403, 2015
1102015
Multi-cell multi-task convolutional neural networks for diabetic retinopathy grading
K Zhou, Z Gu, W Liu, W Luo, J Cheng, S Gao, J Liu
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
952018
Structure and illumination constrained GAN for medical image enhancement
Y Ma, J Liu, Y Liu, H Fu, Y Hu, J Cheng, H Qi, Y Wu, J Zhang, Y Zhao
IEEE Transactions on Medical Imaging 40 (12), 3955-3967, 2021
932021
Integrating holistic and local deep features for glaucoma classification
A Li, J Cheng, DWK Wong, J Liu
2016 38th annual international conference of the IEEE engineering in …, 2016
922016
Image quality classification for DR screening using deep learning
FL Yu, J Sun, A Li, J Cheng, C Wan, J Liu
2017 39th Annual international conference of the ieee engineering in …, 2017
862017
Sliding window and regression based cup detection in digital fundus images for glaucoma diagnosis
Y Xu, D Xu, S Lin, J Liu, J Cheng, CY Cheung, T Aung, TY Wong
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2011: 14th …, 2011
802011
Sparse-gan: Sparsity-constrained generative adversarial network for anomaly detection in retinal oct image
K Zhou, S Gao, J Cheng, Z Gu, H Fu, Z Tu, J Yang, Y Zhao, J Liu
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1227-1231, 2020
782020
Noise adaptation generative adversarial network for medical image analysis
T Zhang, J Cheng, H Fu, Z Gu, Y Xiao, K Zhou, S Gao, R Zheng, J Liu
IEEE transactions on medical imaging 39 (4), 1149-1159, 2019
732019
SkrGAN: Sketching-rendering unconditional generative adversarial networks for medical image synthesis
T Zhang, H Fu, Y Zhao, J Cheng, M Guo, Z Gu, B Yang, Y Xiao, S Gao, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
722019
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