Oral Session 1-1: “Intra-operative OCT (iOCT) Image Quality Enhancement: A Super-Resolution Approach using High Quality iOCT 3D Scans”
Charalampos Komninos, Theodoros Pissas, Blanca Flores, Edward Bloch, Tom Vercauteren, Sebastien Ourselin, Lyndon DaCruz, and Christos Bergeles
Oral Session 1-2: “FARGO: A Joint Framework for FAZ and RV Segmentation from OCTA Images”
Linkai Peng, Li Lin, Pujin Cheng, Zhonghua Wang, and Xiaoying Tang
Oral Session 1-3: “Juvenile Refractive Power Prediction based on Corneal Curvature and Axial Length via a Domain Knowledge Embedding Network”
Yang Zhang, Risa Higashita, Yanwu Xu, Daisuke Santo, Yan Hu, Guodong Long, and Jiang Liu
Oral Session 2-1: “Diabetic Retinopathy Detection based on Weakly Supervised Object Localization and Knowledge Driven Attribute Mining”
Xinliang Wang, Yunchao Gu, Junjun Pan, and Liyun Jia
Oral Session 2-2: “Are cardiovascular risk scores from genome and retinal image complementary? A deep learning investigation in a diabetic cohort”
Mohammad Ghouse Syed, Alexander Doney, Gittu George, Ify Mordi, and Emanuele Trucco
Oral Session 2-3: “Stacking Ensemble Learning in Deep Domain Adaptation for Ophthalmic Image Classification”
Yeganeh Madadi, Vahid Seydi, Jian Sun, Edward Chaum, and Siamak Yousefi
Poster Session 1-1:
“Adjacent Scale Fusion and Corneal Position Embedding for Corneal Ulcer Segmentation”
Zhonghua Wang, Junyan Lyu, Wenhao Luo, and Xiaoying Tang
Poster Session 1-2:
“Longitudinal detection of diabetic retinopathy early severity grade changes using deep learning”
Yutong Yan, Pierre-Henri Conze, Gwénolé Quellec, Pascale Massin, Mathieu Lamard, Gouenou Coatrieux, and Béatrice Cochener
Poster Session 1-3:
“CDLRS: Collaborative Deep Learning Model with Joint Regression and Segmentation for Automatic Fovea Localization”
Ziyang Chen, Yongsheng Pan, and Yong Xia
Poster Session 1-4:
“U-Net with Hierarchical Bottleneck Attention for Landmark Detection in Fundus Images of the Degenerated Retina”
Shuyun Tang, Ziming Qi, Jacob Granley, and Michael Beyeler
Poster Session 1-5:
“Radial U-Net: Improving DMEK Graft Detachment Segmentation in Radial AS-OCT Scans”
Bram M van der Velden, Mitko Veta, Josien Pluim, Mark Alberti, and Friso G. Heslinga
Poster Session 1-6:
“Guided Adversarial Adaptation Network for Retinal and Choroidal Layer Segmentation”
Jinyu Zhao, Jiong Zhang, Bin Deng, Yalin Zheng, Jiang Liu, Ran Song, and Yitian Zhao
Poster Session 1-7:
“Peripapillary Atrophy Segmentation with Boundary Guidance”
Mengxuan Li, He Zhao, Jie Xu, and Huiqi Li
Poster Session 1-8:
“Dual-branch Attention Network and Atrous Spatial Pyramid Pooling for Diabetic Retinopathy Classification Using Ultra-Widefield Images”
Zhihui Tian, Haijun Lei, Hai Xie, Xianlu Zeng, Jinfeng Zhao, Miaohong Chen, Guoming Zhang, and Baiying Lei
Poster Session 1-9:
“Self-Adaptive Transfer Learning for Multicenter Glaucoma Classification in Fundus Retina Images”
Yiming Bao, Jun Wang, Tong Li, Linyan Wang, Jianwei Xu, Juan Ye, and Dahong Qian
Poster Session 1-10:
“Multi-Modality Images Analysis: A Baseline for Glaucoma Grading via Deep Learning”
Huihui Fang, Fangxin Shang, Huazhu Fu, Fei Li, Xiulan Zhang, and Yanwu Xu
Poster Session 1-11:
“Impact of data augmentation on retinal OCT image segmentation for diabetic macular edema analysis”
Daniel Bar-David, Laura Bar-David, Shiri Soudry, and Anath Fischer
Poster Session 1-12:
“Representation and Reconstruction of Image-Based Structural Patterns of Glaucomatous Defects Using Only Two Latent Variables from a Variational Autoencoder”
Jui-Kai Wang, Randy Kardon, and Mona K Garvin
Poster Session 1-13:
“Attention Guided Slit Lamp Image Quality Assessment”
Mingchao Li, Yerui Chen, Kun Huang, Qiang Chen, and Wen Fan
Poster Session 1-14:
“Robust Retinal Vessel Segmentation from a Data Augmentation Perspective”
Xu Sun, Huihui Fang, Xingxing Cao, Yehui Yang, Dongwei Zhu, Lei Wang, Junwei Liu, and Yanwu Xu
