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ORCID7th OMIA@MICCAI 2020: Lima, Peru
- Huazhu Fu
, Mona Kathryn Garvin, Tom J. MacGillivray, Yanwu Xu, Yalin Zheng:
Ophthalmic Medical Image Analysis - 7th International Workshop, OMIA 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 8, 2020, Proceedings. Lecture Notes in Computer Science 12069, Springer 2020, ISBN 978-3-030-63418-6 - Georgios Lazaridis, Moucheng Xu, Saman Sadeghi Afgeh, Giovanni Montesano, David Garway-Heath:
Bio-inspired Attentive Segmentation of Retinal OCT Imaging. 1-10 - Rayna Andreeva, Alessandro Fontanella, Ylenia Giarratano, Miguel O. Bernabeu:
DR Detection Using Optical Coherence Tomography Angiography (OCTA): A Transfer Learning Approach with Robustness Analysis. 11-20 - Amitojdeep Singh, Sourya Sengupta, J. Jothi Balaji, Mohammed Abdul Rasheed, Ibrahim Faruq, Varadharajan Jayakumar, John S. Zelek, Vasudevan Lakshminarayanan:
What is the Optimal Attribution Method for Explainable Ophthalmic Disease Classification? 21-31 - Sourya Sengupta, Alexander Wong, Amitojdeep Singh, John S. Zelek, Vasudevan Lakshminarayanan:
DeSupGAN: Multi-scale Feature Averaging Generative Adversarial Network for Simultaneous De-blurring and Super-Resolution of Retinal Fundus Images. 32-41 - Björn Browatzki, Jörn-Philipp Lies, Christian Wallraven:
Encoder-Decoder Networks for Retinal Vessel Segmentation Using Large Multi-scale Patches. 42-52 - Xinqiang Zhou, Yicheng Wu, Yong Xia:
Retinal Image Quality Assessment via Specific Structures Segmentation. 53-61 - Mingxing Li, Yueyi Zhang, Zhiwei Xiong, Dong Liu:
Cascaded Attention Guided Network for Retinal Vessel Segmentation. 62-71 - Guillaume Gisbert, Neel Dey, Hiroshi Ishikawa, Joel S. Schuman, James Fishbaugh, Guido Gerig:
Self-supervised Denoising via Diffeomorphic Template Estimation: Application to Optical Coherence Tomography. 72-82 - Simon Mueller, Snezhana Karpova, Maximilian W. M. Wintergerst, Kaushik Murali, Mahesh P. Shanmugam, Robert Patrick Finger, Thomas Schultz:
Automated Detection of Diabetic Retinopathy from Smartphone Fundus Videos. 83-92 - Ravi Kamble, Pranab Samanta, Nitin Singhal:
Optic Disc, Cup and Fovea Detection from Retinal Images Using U-Net++ with EfficientNet Encoder. 93-103 - Weixin Liu, Haijun Lei, Hai Xie, Benjian Zhao, Guanghui Yue, Baiying Lei:
Multi-level Light U-Net and Atrous Spatial Pyramid Pooling for Optic Disc Segmentation on Fundus Image. 104-113 - Haomin Chen, T. Y. Alvin Liu, Zelia Correa, Mathias Unberath:
An Interactive Approach to Region of Interest Selection in Cytologic Analysis of Uveal Melanoma Based on Unsupervised Clustering. 114-124 - Dewei Hu, Joseph D. Malone, Yigit Atay, Yuankai K. Tao, Ipek Oguz:
Retinal OCT Denoising with Pseudo-Multimodal Fusion Network. 125-135 - Mohammad Shafkat Islam, Jui-Kai Wang, Wenxiang Deng, Matthew J. Thurtell, Randy H. Kardon, Mona Kathryn Garvin:
Deep-Learning-Based Estimation of 3D Optic-Nerve-Head Shape from 2D Color Fundus Photographs in Cases of Optic Disc Swelling. 136-145 - Tieqiao Wang, Sijie Niu, Jiwen Dong, Yuehui Chen:
Weakly Supervised Retinal Detachment Segmentation Using Deep Feature Propagation Learning in SD-OCT Images. 146-154 - Ylenia Giarratano, Alisa Pavel, Jie Lian, Rayna Andreeva, Alessandro Fontanella, Rik Sarkar, Laura J. Reid, Shareen Forbes, Dan Pugh, Tariq E. Farrah, Neeraj Dhaun, Baljean Dhillon, Thomas J. MacGillivray, Miguel O. Bernabeu:
A Framework for the Discovery of Retinal Biomarkers in Optical Coherence Tomography Angiography (OCTA). 155-164 - Rugang Zhang, Jinfeng Zhao, Guozhen Chen, Hai Xie, Guanghui Yue, Tianfu Wang, Guoming Zhang, Baiying Lei:
An Automated Aggressive Posterior Retinopathy of Prematurity Diagnosis System by Squeeze and Excitation Hierarchical Bilinear Pooling Network. 165-174 - Benjian Zhao, Haijun Lei, Xianlu Zeng, Jiuwen Cao, Hai Xie, Guanghui Yue, Jiantao Wang, Guoming Zhang, Baiying Lei:
Weakly-Supervised Lesion-Aware and Consistency Regularization for Retinitis Pigmentosa Detection from Ultra-Widefield Images. 175-184 - Andrés D. Pérez, Oscar J. Perdomo, Hernán Rios, Francisco J. Rodríguez, Fabio A. González:
A Conditional Generative Adversarial Network-Based Method for Eye Fundus Image Quality Enhancement. 185-194 - Yuanyuan Gu, Yan Hu, Lei Mou, Huaying Hao, Yitian Zhao, Ce Zheng, Jiang Liu:
Construction of Quantitative Indexes for Cataract Surgery Evaluation Based on Deep Learning. 195-205 - Santiago Toledo-Cortés, Melissa De La Pava, Oscar J. Perdomo, Fabio A. González:
Hybrid Deep Learning Gaussian Process for Diabetic Retinopathy Diagnosis and Uncertainty Quantification. 206-215
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