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ORCIDOMIA@MICCAI 2022: Singapore
- Bhavna Josephine Antony
, Huazhu Fu, Cecilia S. Lee, Tom J. MacGillivray, Yanwu Xu, Yalin Zheng:
Ophthalmic Medical Image Analysis - 9th International Workshop, OMIA 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings. Lecture Notes in Computer Science 13576, Springer 2022, ISBN 978-3-031-16524-5 - Weikai Huang, Yijin Huang, Xiaoying Tang:
AugPaste: One-Shot Anomaly Detection for Medical Images. 1-11 - Darwon Rashid, Ylenia Giarratano, Charlene Hamid, Thomas J. MacGillivray, Graciela Terrera Muniz, Craig Ritchie, Baljean Dhillon, Miguel O. Bernabeu:
Analysing Optical Coherence Tomography Angiography of Mid-Life Persons at Risk of Developing Alzheimer's Disease Later in Life. 12-21 - Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Salah A. Baker:
Feature Representation Learning for Robust Retinal Disease Detection from Optical Coherence Tomography Images. 22-32 - Yishuo Zhang, Albert C. S. Chung:
GUNet: A GCN-CNN Hybrid Model for Retinal Vessel Segmentation by Learning Graphical Structures. 33-42 - Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Gwenolé Quellec, Mathieu Lamard:
Detection of Diabetic Retinopathy Using Longitudinal. 43-52 - Yihao Li, Mostafa El Habib Daho, Pierre-Henri Conze, Hassan Al Hajj, Sophie Bonnin, Hugang Ren, Niranchana Manivannan, Stephanie Magazzeni, Ramin Tadayoni, Béatrice Cochener, Mathieu Lamard, Gwenolé Quellec:
Multimodal Information Fusion for Glaucoma and Diabetic Retinopathy Classification. 53-62 - Ikram Brahim, Mathieu Lamard, Anas-Alexis Benyoussef, Pierre-Henri Conze, Béatrice Cochener, Divi Cornec, Gwenolé Quellec:
Mapping the Ocular Surface from Monocular Videos with an Application to Dry Eye Disease Grading. 63-72 - Fabian S. L. Yii, Raman Dutt, Thomas J. MacGillivray, Baljean Dhillon, Miguel O. Bernabeu, Niall C. Strang:
Rethinking Retinal Image Quality: Treating Quality Threshold as a Tunable Hyperparameter. 73-83 - Justin Engelmann, Ana Villaplana-Velasco, Amos J. Storkey, Miguel O. Bernabeu:
Robust and Efficient Computation of Retinal Fractal Dimension Through Deep Approximation. 84-93 - 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, Ching-Yu Cheng:
Localizing Anatomical Landmarks in Ocular Images Using Zoom-In Attentive Networks. 94-104 - Charalampos Komninos, Theodoros Pissas, Blanca Flores, Edward Bloch, Tom Vercauteren, Sébastien Ourselin, Lyndon Da Cruz, Christos Bergeles:
Intra-operative OCT (iOCT) Super Resolution: A Two-Stage Methodology Leveraging High Quality Pre-operative OCT Scans. 105-114 - Haojin Li, Heng Li, Zhongxi Qiu, Yan Hu, Jiang Liu:
Domain Adaptive Retinal Vessel Segmentation Guided by High-frequency Component. 115-124 - Meng Wang, Kai Yu, Xinxing Xu, Yi Zhou, Yuanyuan Peng, Yanyu Xu, Rick Siow Mong Goh, Yong Liu, Huazhu Fu:
Tiny-Lesion Segmentation in OCT via Multi-scale Wavelet Enhanced Transformer. 125-134 - Huihui Fang, Fei Li, Huazhu Fu, Junde Wu, Xiulan Zhang, Yanwu Xu:
Dataset and Evaluation Algorithm Design for GOALS Challenge. 135-142 - Sang-il Ahn, Jitae Shin:
Self-supervised Learning for Anomaly Detection in Fundus Image. 143-151 - Ahmed Al Mahrooqi, Dmitrii Medvedev, Rand Muhtaseb, Mohammad Yaqub:
GARDNet: Robust Multi-view Network for Glaucoma Classification in Color Fundus Images. 152-161 - Jun Wu, Hanwen Zhang, Mingxin He, Jianchun Zhao, Xiaohou Shen, Jiankun Liu, Gang Yang, Xirong Li, Dayong Ding:
Fundus Photograph Defect Repair Algorithm Based on Portable Camera Empty Shot. 162-172 - Jun Wu, Mingxin He, Yang Liu, Hanwen Zhang, Jianchun Zhao, Xiaohou Shen, Jiankun Liu, Gang Yang, Xirong Li, Dayong Ding:
Template Mask Based Image Fusion Built-in Algorithm for Wide Field Fundus Cameras. 173-182 - Christopher Nielsen, Anup Tuladhar, Nils D. Forkert:
Investigating the Vulnerability of Federated Learning-Based Diabetic Retinopathy Grade Classification to Gradient Inversion Attacks. 183-192 - Philipp Ostheimer, Arno Lins, Benjamin Massow, Bernhard Steger, Daniel Baumgarten, Marco Augustin:
Extraction of Eye Redness for Standardized Ocular Surface Photography. 193-202
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