Embedded Files
8th MICCAI Workshop on Ophthalmic Medical Image Analysis (OMIA8)
8th MICCAI Workshop on Ophthalmic Medical Image Analysis (OMIA8)
In conjunction with
Glaucoma grAding from Multi-Modality imAges (GAMMA)
Glaucoma grAding from Multi-Modality imAges (GAMMA)
Strasbourg, France, September 27th, 2021
Initial Programs
Initial Programs
(Venue: online)
(UTC time)
From 08:45 Platform set-up (Zoom room link will be generated from the pathable platform)
09:00-09:05 OMIA Opening Remarks
09:05-09:55 Keynote: I can see you in your eyes — towards multi-organ image analysis and predictive modelling
Prof. Alejandro F Frangi (University of Leeds)
Q&A
09:55-10:20 OMIA Oral Session 1: Enhancement, Segmentation, and Prediction
10:20-10:45 OMIA Oral Session 2: Diagnosis of Eye Disease and Beyond
10:45-11:15 OMIA Poster Session 1 (2-min video presentation)
11:15-11:20 Break
11:20-11:30 GAMMA: Introduction, Motivation, and Overview of What Follows
11:30-12:30 GAMMA: Team Presentations
OMIA Poster Session 2 (open discussion in Zoom breakout rooms, one paper one room)
12:30-12:45 GAMMA: Evaluation Procedure and Final Results/Winners Announcement
12:45-13:00 OMIA Award Session
OMIA Oral Session 1: Enhancement, Segmentation, and Prediction
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
OMIA Oral Session 2: Diagnosis of Eye Disease and Beyond
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 (2-min video presentation)
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
Poster Session 2 (open discussion in Zoom breakout rooms)
Poster Session 2-1 (in breakout room #1):
“Adjacent Scale Fusion and Corneal Position Embedding for Corneal Ulcer Segmentation”
Zhonghua Wang, Junyan Lyu, Wenhao Luo, and Xiaoying Tang
Poster Session 2-2 (in breakout room #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 2-3 (in breakout room #3):
“CDLRS: Collaborative Deep Learning Model with Joint Regression and Segmentation for Automatic Fovea Localization”
Ziyang Chen, Yongsheng Pan, and Yong Xia
Poster Session 2-4 (in breakout room #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 2-5 (in breakout room #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 2-6 (in breakout room #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 2-7 (in breakout room #7):
“Peripapillary Atrophy Segmentation with Boundary Guidance”
Mengxuan Li, He Zhao, Jie Xu, and Huiqi Li
Poster Session 2-8 (in breakout room #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 2-9 (in breakout room #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 2-10 (in breakout room #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 2-11 (in breakout room #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 2-12 (in breakout room #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 2-13 (in breakout room #13):
“Attention Guided Slit Lamp Image Quality Assessment”
Mingchao Li, Yerui Chen, Kun Huang, Qiang Chen, and Wen Fan
Poster Session 2-14 (in breakout room #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
Poster Session 2-15 (in breakout room #15):
“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
Poster Session 2-16 (in breakout room #16):
“FARGO: A Joint Framework for FAZ and RV Segmentation from OCTA Images”
Linkai Peng, Li Lin, Pujin Cheng, Zhonghua Wang, and Xiaoying Tang
Poster Session 2-17 (in breakout room #17):
“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
Poster Session 2-18 (in breakout room #18):
“Diabetic Retinopathy Detection based on Weakly Supervised Object Localization and Knowledge Driven Attribute Mining”
Xinliang Wang, Yunchao Gu, Junjun Pan, and Liyun Jia
Poster Session 2-19 (in breakout room #19):
“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
Poster Session 2-20 (in breakout room #20):
“Stacking Ensemble Learning in Deep Domain Adaptation for Ophthalmic Image Classification”
Yeganeh Madadi, Vahid Seydi, Jian Sun, Edward Chaum, and Siamak Yousefi
Google Sites
Report abuse