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6th OMIA@MICCAI 2019: Shenzhen, China
- Huazhu Fu, Mona Kathryn Garvin, Tom J. MacGillivray, Yanwu Xu, Yalin Zheng:
Ophthalmic Medical Image Analysis - 6th International Workshop, OMIA 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, Proceedings. Lecture Notes in Computer Science 11855, Springer 2019, ISBN 978-3-030-32955-6 - Joshua Bridge, Simon P. Harding
, Yitian Zhao, Yalin Zheng:
Dictionary Learning Informed Deep Neural Network with Application to OCT Images. 1-8 - Yan Guo, Kang Wang, Suhui Yang, Yue Wang, Peng Gao, Guotong Xie, Chuanfeng Lv, Bin Lv:
Structure-Aware Noise Reduction Generative Adversarial Network for Optical Coherence Tomography Image. 9-17 - Wenxiang Deng, Michelle R. Tamplin
Region-Based Segmentation of Capillary Density in Optical Coherence Tomography Angiography. 18-25 - José Ignacio Orlando, Anna Breger
An Amplified-Target Loss Approach for Photoreceptor Layer Segmentation in Pathological OCT Scans. 26-34 - Dominik Hofer, José Ignacio Orlando, Philipp Seeböck, Georgios Mylonas, Felix Goldbach, Amir Sadeghipour, Bianca S. Gerendas
Foveal Avascular Zone Segmentation in Clinical Routine Fluorescein Angiographies Using Multitask Learning. 35-42 - Shihao Zhang, Yuguang Yan, Pengshuai Yin, Zhen Qiu, Wei Zhao, Guiping Cao, Wan Chen, Jin Yuan, Risa Higashita, Qingyao Wu, Mingkui Tan, Jiang Liu
Guided M-Net for High-Resolution Biomedical Image Segmentation with Weak Boundaries. 43-51 - Yasmeen M. George
3D-CNN for Glaucoma Detection Using Optical Coherence Tomography. 52-59 - Sijie Liu, Jingmin Xin, Jiayi Wu, Peiwen Shi:
Semi-supervised Adversarial Learning for Diabetic Retinopathy Screening. 60-68 - Min Chen, James C. Gee, Jessica I. W. Morgan, Geoffrey Karl Aguirre:
Shape Decomposition of Foveal Pit Morphology Using Scan Geometry Corrected OCT. 69-76 - Rhona Asgari, Sebastian M. Waldstein, Ferdinand Schlanitz, Magdalena Baratsits, Ursula Schmidt-Erfurth, Hrvoje Bogunovic:
U-Net with Spatial Pyramid Pooling for Drusen Segmentation in Optical Coherence Tomography. 77-85 - Jianfei Liu, Christine Shen, Tao Liu, Nancy Aguilera, Johnny Tam
Deriving Visual Cues from Deep Learning to Achieve Subpixel Cell Segmentation in Adaptive Optics Retinal Images. 86-94 - Shilu Jiang, Zhiyuan Chen, Annan Li
Robust Optic Disc Localization by Large Scale Learning. 95-103 - Hao Qiu, Zaiwang Gu, Lei Mou, Xiaoqian Mao, Liyang Fang, Yitian Zhao, Jiang Liu
The Channel Attention Based Context Encoder Network for Inner Limiting Membrane Detection. 104-111 - Junyan Lyu
Fundus Image Based Retinal Vessel Segmentation Utilizing a Fast and Accurate Fully Convolutional Network. 112-120 - Bing Yang, Yi Zhang
Network Pruning for OCT Image Classification. 121-129 - Jian Fang, Yuhan Zhang, Keren Xie, Songtao Yuan, Qiang Chen:
An Improved MPB-CNN Segmentation Method for Edema Area and Neurosensory Retinal Detachment in SD-OCT Images. 130-138 - Shuanglang Feng, Weifang Zhu, Heming Zhao, Fei Shi, Zuoyong Li, Xinjian Chen
Encoder-Decoder Attention Network for Lesion Segmentation of Diabetic Retinopathy. 139-147 - Gabriel Tjio, Shaohua Li, Xinxing Xu, Daniel Shu Wei Ting, Yong Liu, Rick Siow Mong Goh:
Multi-discriminator Generative Adversarial Networks for Improved Thin Retinal Vessel Segmentation. 148-155 - Jun Wu, Jiapei Wang, Jie Xu, Yiting Wang, Kaiwei Wang, Zongjiang Shang, Dayong Ding, Xirong Li, Gang Yang, Xuemin Jin, Yanting Wang, Fangfang Dai, Jianping Fan:
Fovea Localization in Fundus Photographs by Faster R-CNN with Physiological Prior. 156-164 - Rugang Zhang, Jinfeng Zhao, Guozhen Chen, Tianfu Wang, Guoming Zhang, Baiying Lei:
Aggressive Posterior Retinopathy of Prematurity Automated Diagnosis via a Deep Convolutional Network. 165-172 - Guozhen Chen, Jinfeng Zhao, Rugang Zhang, Tianfu Wang, Guoming Zhang, Baiying Lei:
Automated Stage Analysis of Retinopathy of Prematurity Using Joint Segmentation and Multi-instance Learning. 173-181 - Yingpeng Xie
Retinopathy Diagnosis Using Semi-supervised Multi-channel Generative Adversarial Network. 182-190
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