Program
9th MICCAI Workshop on Ophthalmic Medical Image Analysis (OMIA9)
In conjunction with
Glaucoma Oct Analysis and Layer Segmentation (GOALS)
Singapore, September 22nd, 2022
8:00 AM to 3:00 PM (SGT time)
Initial Programs
(Venue: in-person TBA & online )
(SGT time)
From 07:45 online Platform set-up
08:00-08:05 OMIA Opening Remarks
08:05-09:00 Keynote: Use of Computer Vision and Human Eyes for Ocular Disease and Health Screening
By: Prof. Ching-Yu Cheng, Duke-NUS Medical School
Q&A
09:00-10:00 OMIA Oral Session 1: Eye Disease Classification
10:00-10:15 Tea Break
10:15-11:00 OMIA Poster Session 1 (online, 3-min video presentation each, 15 papers)
11:00-12:00 OMIA Oral Session 2: Lesion/Structure Localization and Segmentation
12:00-13:00 Lunch Break
13:00-13:10 GOALS: Introduction, Motivation, and Overview of What Follows
13:10-14:30 GOALS: Team Presentations (5-min each, top 15 teams)
OMIA Poster Session 2 (in-person)
14:30-14:45 GOALS: Evaluation Procedure and Final Results/Winners Announcement
14:45-15:00 OMIA Award Session
OMIA Oral Session 1: Eye Disease Classification
Oral Session 1-1: “#8: Multimodal Information Fusion for Glaucoma and Diabetic Retinopathy Classification”
Yihao Li, Mostafa EL HABIB DAHO, Pierre-Henri Conze, Hassan ALHAJJ, Sophie Bonnin, Hugang Ren, Niranchana Manivannan, Stephanie Magazzeni, Ramin Tadayoni, Béatrice Cochener, Mathieu Lamard, Gwénolé Quellec
Oral Session 1-2: “#9: Mapping the ocular surface from monocular videos with an application to dry eye disease grading”
Ikram Brahim, Mathieu Lamard, Anas-Alexis Benyoussef, Pierre-Henri Conze, Béatrice Cochener, Divi Cornec, Gwénolé Quellec
Oral Session 1-3: “#27: Self-Supervised learning for Anomaly Detection in Fundus image”
Sangil Ahn, Jitae Shin
Oral Session 1-4: “#29: GARDNet: Robust Multi-View Network for Glaucoma Classification in Color Fundus Images”
Ahmed Al Mahrooqi, Dmitrii Medvedev, Rand Muhtaseb, Mohammad Yaqub
OMIA Oral Session 2: Lesion/Structure Localization and Segmentation
Oral Session 2-1: “#5: GUNet: A GCN-CNN Hybrid Model for Retinal Vessel Segmentation by Learning Graphical Structures”
Yishuo Zhang, Albert C. S. Chung
Oral Session 2-2: “#14: Localizing Anatomical Landmarks in Ocular Images using Zoom-In Attentive Networks”
Xiaofeng Lei, Shaohua Li, Xinxing Xu, Huazhu Fu, Yong Liu, Yih Chung Tham, Yangqin Feng, Mingrui Tan, Yanyu Xu, Jocelyn Hui Lin Goh, Rick Siow Mong Goh, Chingyu Cheng
Oral Session 2-3: “#24: Domain Adaptive Retinal Vessel Segmentation Guided by High-frequency Component”
Haojin Li, Heng Li, Zhongxi Qiu, Yan Hu, Jiang Liu
Oral Session 2-4: “#25: Tiny-Lesion Segmentation in OCT via Multi-scale Wavelet Enhanced Transformer”
Meng Wang, Kai Yu, Xinxing Xu, Yi Zhou, Yuanyuan Peng, Yanyu Xu, Rick Siow Mong Goh, Yong Liu, Huazhu Fu
OMIA Oral Session 3: GOALS Solutions
Oral Session 3-1: “ViCBiC team”
Yubo Tan, Mingyuan Wu, Wenda Shen, Guina Liu
Oral Session 3-2: “VisionWise team”
Chubin Ou, Haoyang He, Xifei Wei, Zhongrong Ye, Penghao Luo
Oral Session 3-3: “IIAU-Segmentors team”
Xiaoqi Zhao, Youwei Pang, Shijie Chang, Lihe Zhang, Huchuan Lu
Oral Session 3-4: “AUTOMATE team”
Qiaobin Lin, Dechao Sun
Oral Session 3-5: “OPTIMA-MUW team”
Dmitrii Lachinov, Botond Fazekas, Hana Jebril, Taha Emre, Hrvoje Bogunović
Oral Session 3-6: “toot team”
Du Lang, Haodong Bai, Jiaxin Liu, Xuanxuan Sha
Oral Session 3-7: “SJMED team”
Dingyi Rong, Ziyu Zhou, Guanchen Hu, Qinji Yu
Oral Session 3-8: “WRMT team”
Weili Jiang，Sitong Zhou, Lin An, Jia Qin
Oral Session 3-9: “Miracle-boyi team”
Yi Gou, Chengyun Song, Chenxi Li, Xin Zhou, Yin Zhang
Oral Session 3-10: “LaTIM team”
Yihao Li; Rachid Zeghlache; Ikram Brahim
Oral Session 3-11: “MedicalExploer team”
Juntao Jiang, Qi Wei, Yong Liu
Oral Session 3-12: “CrashKing team”
Jue Chen, Yu Qian, Hufei Li, Chengcheng Hu
Oral Session 3-13: “SZUMed team”
Limin Huang, Zhihui Tian
Oral Session 3-14: “Parameter Tuner team”
Xiaoyang Ye, Qiliang He, Xiaowei Zheng, Chunshi Wang
Oral Session 3-15: “gbread”
Jun Wu, Tongtong Cui
Poster Session 1 (online, 3-min video presentation each, 15 papers)
Poster Session 1-1: “#2: AugPaste: One-Shot Anomaly Detection for Medical Images”
Weikai Huang, Yijin Huang, Xiaoying Tang
Poster Session 1-2: “#3: Analysing Optical Coherence Tomography Angiography of mid-life persons at risk of developing Alzheimer's Disease later in life”
Darwon Rashid, Ylenia Giarratano, Charlene Hamid, Tom J MacGillivray, Graciela Muniz-Terrera, Craig Ritchie, Baljean Dhillon, Miguel Bernabeu
Poster Session 1-3: “#4: Feature Representation Learning for Robust Retinal Disease Detection from Optical Coherence Tomography Images”
Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Salah A. Baker
Poster Session 1-4: “#6: Pixel-wise segmentation of corneal nerves with a novel Dice-based loss function”
Alessia Colonna, Fabio Scarpa
Poster Session 1-5: “#7: Detection of diabetic retinopathy using longitudinal self-supervised learning”
Rachid Youven ZEGHLACHE, Pierre-Henri Conze, Mostafa EL HABIB DAHO, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Gwenole Quellec, Mathieu Lamard
Poster Session 1-6: “#10: Rethinking Retinal Image Quality: Treating Quality Threshold as a Tunable Hyperparameter”
Fabian SL Yii, Raman Dutt, Tom J MacGillivray, Baljean Dhillon, Miguel Bernabeu , Niall Strang
Poster Session 1-7: “#12: Robust and efficient computation of retinal fractal dimension through deep approximation”
Justin Engelmann, Ana Villaplana Velasco, Amos Storkey, Miguel Bernabeu
Poster Session 1-8: “#16: A new method for glaucoma classification in OCTA based on non-perfused areas”
Julia Schottenhamml, Tobias Würfl, Stefan B Ploner, Lennart Husvogt, Robert Lämmer, Georg Michelson, Bettina Hohberger, Andreas K Maier, Christian Mardin
Poster Session 1-9: “#17: Intra-operative OCT (iOCT) Super Resolution: a Two-Stage Methodology Leveraging High Quality Pre-operative OCT Scans”
Charalampos Komninos, Theodoros Pissas, Blanca Flores, Edward Bloch, Tom Vercauteren, Sebastien Ourselin, Lyndon DaCruz, Christos Bergeles
Poster Session 1-10: “#18: De-speckling of Optical Coherence Tomography Images Using Anscombe Transform and a Noisier2noise Model”
Sourya Sengupta, Arka Saha
Poster Session 1-11: “#31: Fundus Photograph Defect Repair Algorithm based on Portable Camera Empty Shot”
Jun Wu, Hanwen Zhang, Mingxin He, Jianchun Zhao, Xiaohou Shen, Jiankun Liu, Gang Yang, Xirong Li, Dayong Ding
Poster Session 1-12: “#32: Template Mask based Image Fusion Built-in Algorithm for Wide Field Fundus Cameras”
Jun Wu, Mingxin He, Yang Liu, Hanwen Zhang, Jianchun Zhao, Xiaohou Shen, Jiankun Liu, Gang Yang, Xirong Li, Dayong Ding
Poster Session 1-13: “#33: Investigating the Vulnerability of Federated Learning-Based Diabetic Retinopathy Grade Classification to Gradient Inversion Attacks”
Christopher Nielsen, Anup Tuladhar, Nils Daniel Forkert
Poster Session 1-14: “#37: Automatic segmentation of retinal capillary network of rat using confocal imaging data and 3D U-Net based model”
Chi Wei Ong, Shaista Hussain, Ziling Wu, Bingyao Tan
Poster Session 1-15: “#38: Extraction of eye redness for standardized ocular surface photography”
Philipp Ostheimer, Arno Lins, Benjamin Massow, Bernhard Steger, Daniel Baumgarten, Marco Augustin
Poster Session 2 (in person)