| 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 | 1997 | 2019 |
| 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, ... the 22nd International Conference on Medical Image Computing and Computer …, 2019 | 259 | 2019 |
| 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, 2019 | 149 | 2019 |
| 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 | 135 | 2020 |
| 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 Transcations on Biomedical Engineering, 2019 | 128 | 2019 |
| 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 | 104 | 2018 |
| 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 | 88 | 2019 |
| 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 | 84 | 2020 |
| Structure-preserving guided retinal image filtering and its application for optic disk analysis J Cheng, Z Li, Z Gu, H Fu, DWK Wong, J Liu IEEE Transactions on Medical Imaging 37 (11), 2536-2546, 2018 | 79 | 2018 |
| 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, ... the 22nd International Conference on Medical Image Computing and Computer …, 2019 | 77 | 2019 |
| SUNet: A lesion regularized model for simultaneous diabetic retinopathy and diabetic macular edema grading Z Tu, S Gao, K Zhou, X Chen, H Fu, Z Gu, J Cheng, Z Yu, J Liu 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1378-1382, 2020 | 31 | 2020 |
| Deepdisc: Optic disc segmentation based on atrous convolution and spatial pyramid pooling Z Gu, P Liu, K Zhou, Y Jiang, H Mao, J Cheng, J Liu Computational Pathology and Ophthalmic Medical Image Analysis: First …, 2018 | 24 | 2018 |
| Deep learning with skip connection attention for choroid layer segmentation in oct images X Mao, Y Zhao, B Chen, Y Ma, Z Gu, S Gu, J Yang, J Cheng, J Liu 2020 42nd Annual International Conference of the IEEE Engineering in …, 2020 | 15 | 2020 |
| Fundus image quality-guided diabetic retinopathy grading K Zhou, Z Gu, A Li, J Cheng, S Gao, J Liu Computational Pathology and Ophthalmic Medical Image Analysis: First …, 2018 | 9 | 2018 |
| Mos: a low latency and lightweight framework for face detection, landmark localization, and head pose estimation Y Liu, Z Gu, S Gao, D Wang, Y Zeng, J Cheng arXiv preprint arXiv:2110.10953, 2021 | 8 | 2021 |
| Automatic localization of optic disc using modified U-Net Z Gu, S Jiang, J Lee, J Xie, J Cheng, J Liu Proceedings of the 1st International Conference on Control and Computer …, 2018 | 8 | 2018 |
| Structure-preserving guided retinal image filtering for optic disc analysis J Cheng, Z Li, Z Gu, H Fu, DWK Wong, J Liu Computational Retinal Image Analysis, 199-221, 2019 | 6 | 2019 |
| Large-scale left and right eye classification in retinal images P Liu, Z Gu, F Liu, Y Jiang, S Jiang, H Mao, J Cheng, L Duan, J Liu Computational Pathology and Ophthalmic Medical Image Analysis: First …, 2018 | 5 | 2018 |
| Correction to “Noise Adaptation Generative Adversarial Network for Medical Image Analysis” T Miller, J Cheng, H Fu, Z Gu, Y Xiao, K Zhou, S Gao, R Zheng, J Liu IEEE Transactions on Medical Imaging 39 (7), 2566-2567, 2020 | 3 | 2020 |
| Learning Intra-view and Cross-view Geometric Knowledge for Stereo Matching R Gong, W Liu, Z Gu, X Yang, J Cheng Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 2 | 2024 |
Jun ChengPrincipal Scientist & Principal Investigator, Institute for Infocomm Research, A*STARVerified email at i2r.a-star.edu.sg
