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