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Optical coherence tomography angiography (OCTA) is a noninvasive imaging technique that can reveal high-resolution retinal vessels.
“Quantitative optical coherence tomography angiography of choroidal neovascularization in age-related macular degeneration.,”
Yali Jia, Steven T. Bailey, David J. Wilson, Ou Tan, Michael L. Klein, Christina J. Flaxel, Benjamin Potsaid, Jonathan Jaoshin Liu, Chen D. Lu, Martin F. Kraus, James G. Fujimoto, and David Huang, · 2014
Earlier work this paper cites.
“Optical coherence tomography angiography of optic disc perfusion in glaucoma.,”
Yali Jia, Eric T. Wei, Xiaogang Wang, Xinbo Zhang, John C. Morrison, Mansi Parikh, Lorinna Lombardi, Devin M. Gattey, Rebecca L. Armour, Beth Edmunds, Martin F. Kraus, James G. Fujimoto, and David Huang, · 2014
Earlier work this paper cites.
“U-net: Convolutional networks for biomedical image segmentation,”
Olaf Ronneberger, Philipp Fischer, and Thomas Brox, · 2015
Earlier work this paper cites.
“Deep residual learning for image recognition,”
Kaiming He, X. Zhang, Shaoqing Ren, and Jian Sun, · 2016
Earlier work this paper cites.
“Optical coherence tomography angiography: A comprehensive review of current methods and clinical applications,”
Amir H. Kashani, Chieh-Li Chen, Jin-Kyu Gahm, Fang Zheng, Grace M Richter, Philip J. Rosenfeld, Yonggang Shi, and Ruikang K. Wang, · 2017
Earlier work this paper cites.
“Characteristics of neovascularization in early stages of proliferative diabetic retinopathy by optical coherence tomography angiography.,”
Jiandong Pan, Ding Chen, Xiaoling Yang, Ruitao Zou, Kuo Zhao, Dan Cheng, Shenghai Huang, Tingye Zhou, Ye Yang, and Feng Chen, · 2018
Earlier work this paper cites.
Md. Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha, and Vijayan K. Asari, · 2018
Earlier work this paper cites.
“Unet++: A nested u-net architecture for medical image segmentation,”
Zongwei Zhou, Md Mahfuzur Rahman Siddiquee, Nima Tajbakhsh, and Jianming Liang, · 2018
Cited alongside, same era.
“Road extraction by deep residual u-net,”
Zhengxin Zhang, Qingjie Liu, and Yunhong Wang, · 2018
Cited alongside, same era.
“Ipn-v2 and octa-500: Methodology and dataset for retinal image segmentation,”
Mingchao Li, Yuhan Zhang, Zexuan Ji, Keren Xie, Songtao Yuan, Qinghuai Liu, and Qiang Chen, · 2020
Cited alongside, same era.
“An image is worth 16x16 words: Transformers for image recognition at scale,”
Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, Jakob Uszkoreit, and Neil Houlsby, · 2020
Cited alongside, same era.
“Fargo: A joint framework for faz and rv segmentation from octa images,”
Linkai Peng, Li Lin, Pujin Cheng, Zhonghua Wang, and Xiaoying Tang, · 2021
“Rose: A retinal oct-angiography vessel segmentation dataset and new model,”
Yuhui Ma, Huaying Hao, Jianyang Xie, H. Fu, Jiong Zhang, Jianlong Yang, Zhen Wang, Jiang Liu, Yalin Zheng, and Yitian Zhao, · 2021
Later among the works it cites.
“Ovs-net: An effective feature extraction network for optical coherence tomography angiography vessel segmentation,”
Chengzhang Zhu, Han Wang, Yalong Xiao, Yulan Dai, Zixi Liu, and Beiji Zou, · 2022
Later among the works it cites.
“Joint-seg: Treat foveal avascular zone and retinal vessel segmentation in octa images as a joint task,”
Kai Hu, Shuai Jiang, Yuan Zhang, Xuanya Li, and Xieping Gao, · 2022
Later among the works it cites.
“Retinal octa image segmentation based on global contrastive learning,”
Ziping Ma, Dongxiu Feng, Jingyu Wang, and Huan Ma, · 2022
Later among the works it cites.
“A convnet for the 2020s,”
Zhuang Liu, Hanzi Mao, Chaozheng Wu, Christoph Feichtenhofer, Trevor Darrell, and Saining Xie, · 2022
Later among the works it cites.
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Cited alongside, same era.
“Image magnification network for vessel segmentation in octa images,”
Mingchao Li, Yerui Chen, Weiwei Zhang, and Qiang Chen, · 2021
Cited alongside, same era.
Alexander Kirillov, Eric Mintun, Nikhila Ravi, Hanzi Mao, Chloe Rolland, Laura Gustafson, Tete Xiao, Spencer Whitehead, Alexander C. Berg, Wan-Yen Lo, Piotr Dollár, and Ross Girshick, · 2023
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