Program

6th MICCAI Workshop on Ophthalmic Medical Image Analysis

(MW-OMIA6)

In conjunction with

Angle closure Glaucoma Evaluation Challenge (AGE)

Shenzhen, China, October 17th, 2019

Initial Programs

(Venue: Madrid 6)

From 07:30 Registration and posters set-up

Morning: OMIA-6 workshop

08:00-08:10 Opening remarks

08:10-08:40 Oral session 1: Fundus image (15’ per paper including questions) - moderator: Jimmy Liu

08:10 :: OMIA-O-1: Semi-supervised Adversarial Learning for Diabetic Retinopathy Screening

Sijie Liu, Jingmin Xin, Jiayi Wu, and Peiwen Shi

08:25 :: OMIA-O-2: Aggressive Posterior Retinopathy of Prematurity Automated Diagnosis via a Deep Convolutional Network

Rugang Zhang, Jinfeng Zhao, Guozhen Chen, Tianfu Wang, Guoming Zhang, and Baiying Lei

08:40-08:55 OMIA Award Ceremony 1: Prestigious Achievement Award

08:55-09:30 Keynote

Title: Glaucoma Imaging - from Mechanism to Diagnosis

Invited Speaker: Prof. Xiulan Zhang

Clinical Research Center at Zhongshan Ophthalmic Center (ZOC).

09:30-10:00 Coffee break / Poster Session

10:00-10:30 Oral session 2: OCT Classification (15’ per paper including questions) - moderator: Huazhu Fu

10:00 :: OMIA-O-3: Network pruning for OCT image classification

Bing Yang, Yi Zhang, Jun Cheng, Jin Zhang, Lei Mou, Huaying Hao, Yitian Zhao, and Jiang Liu

10:15 :: OMIA-O-4: 3D-CNN for Glaucoma Detection using Optical Coherence Tomography

Yasmeen George, Bhavna Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel Schuman, and Rahil Garnavi

10:30-11:30 Oral session 3: OCT Segmentation (15’ per paper including questions) - moderator: Yalin Zheng

10:30 :: OMIA-O-5: Guided M-Net for High-resolution Biomedical Image Segmentation with Weak Boundaries

Shihao Zhang, Yuguang Yan, Pengshuai Yin, Zhen Qiu, Wei Zhao, Guiping Cao, Wan Chen, Jin Yuan, Risa Higashita, Qingyao Wu, Mingkui Tan, and Jiang Liu

10:45 :: OMIA-O-6: An amplified-target loss approach for photoreceptor layer segmentation in pathological OCT scans

Jos´e Ignacio Orlando, Anna Breger, Hrvoje Bogunovi´c, Sophie Riedl, Bianca S. Gerendas, Martin Ehler, and Ursula Schmidt-Erfurth

11:00 :: OMIA-O-7: Encoder-Decoder Attention Network for Lesion Segmentation of Diabetic Retinopathy

Shuanglang Feng, Weifang Zhu, Heming Zhao, Fei Shi, Zuoyong Li, and Xinjian Chen

11:15 :: OMIA-O-8: Deriving Visual Cues from Deep Learning to Achieve Subpixel Cell Segmentation in Adaptive Optics Retinal Images

Jianfei Liu, Christine Shen, Tao Liu, Nancy Aguilera, and Johnny Tam

11:30-12:00 OMIA Award Ceremony 2: Best Paper Awards, and Open Discussion

12:00-14:00 Lunch / Poster Session

Afternoon: AGE Challenge

14:00-14:20 Introduction, Motivation and Overview of What Follows

14:20-15:30 Oral Session I (15’+3’ Q&A per team) - moderator: Fei Li

15:30-16:00 Coffee break / Poster Session

16:00-17:30 Oral Session II (15’+3’ Q&A per team) - moderator: Hrvoje Bogunovic

17:30-17:50 Evaluation Procedure and Final Results/Winners Announcement

17:50-18:00 AGE Open Discussion

OMIA POSTERS

#01. Semi-supervised Adversarial Learning for Diabetic Retinopathy Screening

Sijie Liu, Jingmin Xin, Jiayi Wu, and Peiwen Shi

#02. Aggressive Posterior Retinopathy of Prematurity Automated Diagnosis via a Deep Convolutional Network

Rugang Zhang, Jinfeng Zhao, Guozhen Chen, Tianfu Wang, Guoming Zhang, and Baiying Lei

#03. Network pruning for OCT image classification

Bing Yang, Yi Zhang, Jun Cheng, Jin Zhang, Lei Mou, Huaying Hao, Yitian Zhao, and Jiang Liu

#04. 3D-CNN for Glaucoma Detection using Optical Coherence Tomography

Yasmeen George, Bhavna Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel Schuman, and Rahil Garnavi

#05. Guided M-Net for High-resolution Biomedical Image Segmentation with Weak Boundaries

Shihao Zhang, Yuguang Yan, Pengshuai Yin, Zhen Qiu, Wei Zhao, Guiping Cao, Wan Chen, Jin Yuan, Risa Higashita, Qingyao Wu, Mingkui Tan, and Jiang Liu

#06. An amplified-target loss approach for photoreceptor layer segmentation in pathological OCT scans

Jos´e Ignacio Orlando, Anna Breger, Hrvoje Bogunovi´c, Sophie Riedl, Bianca S. Gerendas, Martin Ehler, and Ursula Schmidt-Erfurth

#07. Encoder-Decoder Attention Network for Lesion Segmentation of Diabetic Retinopathy

Shuanglang Feng, Weifang Zhu, Heming Zhao, Fei Shi, Zuoyong Li, and Xinjian Chen

#08. Deriving Visual Cues from Deep Learning to Achieve Subpixel Cell Segmentation in Adaptive Optics Retinal Images

Jianfei Liu, Christine Shen, Tao Liu, Nancy Aguilera, and Johnny Tam

#09. Dictionary Learning Informed Deep Neural Network with Application to OCT Images

Joshua Bridge, Simon Harding, Yitian Zhao, and Yalin Zheng

#10. Structure-aware Noise Reduction Generative Adversarial Network for Optical Coherence Tomography Image

Yan Guo, Kang Wang, Suhui Yang, Yue Wang, Peng Gao, Guotong Xie, Chuanfeng Lv, and Bin Lv

#11. Region-Based Segmentation of Capillary Density in Optical Coherence Tomography Angiography

Wenxiang Deng, Michelle R. Tamplin, Isabella M. Grumbach, Randy H. Kardon, and Mona K. Garvin

#12. Foveal avascular zone segmentation in clinical routine fluorescein angiographies using multitask learning

Dominik Hofer, Jos´e Ignacio Orlando, Philipp Seeb¨ock, Georgios Mylonas, Felix Goldbach, Amir Sadeghipour, Bianca S. Gerendas, and Ursula Schmidt-Erfurth

#13. Shape Decomposition of Foveal Pit Morphology using Scan Geometry Corrected OCT

Min Chen, James C. Gee, and Jessica I. W. Morgan, and Geoffrey K. Aguirre

#14. U-Net with spatial pyramid pooling for drusen segmentation in optical coherence tomography

Rhona Asgari, Sebastian Waldstein, Ferdinand Schlanitz, Magdalena Baratsits, Ursula Schmidt-Erfurth, and Hrvoje Bogunovi´c

#15. Robust Optic Disc Localization by Large Scale Learning

Shilu Jiang, Zhiyuan Chen, Annan Li, and Yunhong Wang

#16. The Channel Attention based Context Encoder Network for Inner Limiting Membrane Detection

Hao Qiu, Zaiwang Gu, Lei Mou, Xiaoqian Mao, Liyang Fang, Yitian Zhao, Jiang Liu, and Jun Cheng

#17. Fundus Image based Retinal Vessel Segmentation Utilizing A Fast and Accurate Fully Convolutional Network

Junyan Lyu, Pujin Cheng, and Xiaoying Tang

#18. An improved MPB-CNN segmentation method for edema area and neurosensory retinal detachment in SD-OCT images

Jian Fang, Yuhan Zhang, Keren Xie, Songtao Yuan, and Qiang Chen

#19. Multi-Discriminator Generative Adversarial Networks for improved thin retinal vessel segmentation

Gabriel Tjio, Shaohua Li, Xinxing Xu, Daniel Shu Wei Ting, Yong Liu, and Rick Siow Mong Goh

#20. Fovea Localization in Fundus Photographs by Faster R-CNN with Physiological Prior

Jun Wu, Jiapei Wang, Jie Xu, Yiting Wang, Kaiwei Wang, Zongjiang Shang, Dayong Ding, Xirong Li, Gang Yang, Xuemin Jin, Yanting Wang, Fangfang Dai, and Jianping Fan

#21. Automated Stage Analysis of Retinopathy of Prematurity Using Joint Segmentation and Multi-Instance Learning

Guozhen Chen, Jinfeng Zhao, Rugang Zhang, Tianfu Wang, Guoming Zhang, and Baiying Lei

#22. Retinopathy Diagnosis using Semi-supervised Multi-channel Generative Adversarial Network

Yingpeng Xie, Qiwei Wan, Guozhen Chen, Yanwu Xu, and Baiying Lei

#23. Fundus image classification and retinal disease localization with limited supervision

Qier Meng , Yohei Hashimot, and Shin'ichi Satoh