Abstract is missing.
- Dictionary Learning Informed Deep Neural Network with Application to OCT ImagesJoshua Bridge, Simon P. Harding, Yitian Zhao, Yalin Zheng. 1-8 [doi]
- Structure-Aware Noise Reduction Generative Adversarial Network for Optical Coherence Tomography ImageYan Guo, Kang Wang, Suhui Yang, Yue Wang, Peng Gao, Guotong Xie, Chuanfeng Lv, Bin Lv. 9-17 [doi]
- Region-Based Segmentation of Capillary Density in Optical Coherence Tomography AngiographyWenxiang Deng, Michelle R. Tamplin, Isabella M. Grumbach, Randy H. Kardon, Mona Kathryn Garvin. 18-25 [doi]
- An Amplified-Target Loss Approach for Photoreceptor Layer Segmentation in Pathological OCT ScansJosé Ignacio Orlando, Anna Breger, Hrvoje Bogunovic, Sophie Riedl, Bianca S. Gerendas, Martin Ehler, Ursula Schmidt-Erfurth. 26-34 [doi]
- Foveal Avascular Zone Segmentation in Clinical Routine Fluorescein Angiographies Using Multitask LearningDominik Hofer, José Ignacio Orlando, Philipp Seeböck, Georgios Mylonas, Felix Goldbach, Amir Sadeghipour, Bianca S. Gerendas, Ursula Schmidt-Erfurth. 35-42 [doi]
- Guided M-Net for High-Resolution Biomedical Image Segmentation with Weak BoundariesShihao Zhang, Yuguang Yan, Pengshuai Yin, Zhen Qiu, Wei Zhao, Guiping Cao, Wan Chen, Jin Yuan, Risa Higashita, Qingyao Wu, Mingkui Tan, Jiang Liu. 43-51 [doi]
- 3D-CNN for Glaucoma Detection Using Optical Coherence TomographyYasmeen George, Bhavna J. Antony, Hiroshi Ishikawa 0005, Gadi Wollstein, Joel Schuman, Rahil Garnavi. 52-59 [doi]
- Semi-supervised Adversarial Learning for Diabetic Retinopathy ScreeningSijie Liu, Jingmin Xin, Jiayi Wu, Peiwen Shi. 60-68 [doi]
- Shape Decomposition of Foveal Pit Morphology Using Scan Geometry Corrected OCTMin Chen 0006, James C. Gee, Jessica I. W. Morgan, Geoffrey K. Aguirre. 69-76 [doi]
- U-Net with Spatial Pyramid Pooling for Drusen Segmentation in Optical Coherence TomographyRhona Asgari, Sebastian M. Waldstein, Ferdinand Schlanitz, Magdalena Baratsits, Ursula Schmidt-Erfurth, Hrvoje Bogunovic. 77-85 [doi]
- Deriving Visual Cues from Deep Learning to Achieve Subpixel Cell Segmentation in Adaptive Optics Retinal ImagesJianfei Liu, Christine Shen, Tao Liu, Nancy Aguilera, Johnny Tam. 86-94 [doi]
- Robust Optic Disc Localization by Large Scale LearningShilu Jiang, Zhiyuan Chen, Annan Li, Yunhong Wang. 95-103 [doi]
- The Channel Attention Based Context Encoder Network for Inner Limiting Membrane DetectionHao Qiu, Zaiwang Gu, Lei Mou, Xiaoqian Mao, Liyang Fang, Yitian Zhao, Jiang Liu, Jun Cheng. 104-111 [doi]
- Fundus Image Based Retinal Vessel Segmentation Utilizing a Fast and Accurate Fully Convolutional NetworkJunyan Lyu, Pujin Cheng, Xiaoying Tang. 112-120 [doi]
- Network Pruning for OCT Image ClassificationBing Yang, Yi Zhang, Jun Cheng, Jin Zhang, Lei Mou, Huaying Hao, Yitian Zhao, Jiang Liu. 121-129 [doi]
- An Improved MPB-CNN Segmentation Method for Edema Area and Neurosensory Retinal Detachment in SD-OCT ImagesJian Fang, Yuhan Zhang, Keren Xie, Songtao Yuan, Qiang Chen 0004. 130-138 [doi]
- Encoder-Decoder Attention Network for Lesion Segmentation of Diabetic RetinopathyShuanglang Feng, Weifang Zhu, Heming Zhao, Fei Shi, Zuoyong Li, Xinjian Chen. 139-147 [doi]
- Multi-discriminator Generative Adversarial Networks for Improved Thin Retinal Vessel SegmentationGabriel Tjio, Shaohua Li, Xinxing Xu, Daniel Shu Wei Ting, Yong Liu, Rick Siow Mong Goh. 148-155 [doi]
- Fovea Localization in Fundus Photographs by Faster R-CNN with Physiological PriorJun Wu, Jiapei Wang, Jie Xu, Yiting Wang, Kaiwei Wang, Zongjiang Shang, Dayong Ding, Xirong Li, Gang Yang 0001, Xuemin Jin, Yanting Wang, Fangfang Dai, Jianping Fan 0001. 156-164 [doi]
- Aggressive Posterior Retinopathy of Prematurity Automated Diagnosis via a Deep Convolutional NetworkRugang Zhang, Jinfeng Zhao, Guozhen Chen, Tianfu Wang, Guoming Zhang, Baiying Lei. 165-172 [doi]
- Automated Stage Analysis of Retinopathy of Prematurity Using Joint Segmentation and Multi-instance LearningGuozhen Chen, Jinfeng Zhao, Rugang Zhang, Tianfu Wang, Guoming Zhang, Baiying Lei. 173-181 [doi]
- Retinopathy Diagnosis Using Semi-supervised Multi-channel Generative Adversarial NetworkYingpeng Xie, Qiwei Wan, Guozhen Chen, Yanwu Xu, Baiying Lei. 182-190 [doi]