A Deep Learning System for Automated Angle-Closure Detection in Anterior Segment Optical Coherence Tomography Images

Fu Huazhu; Baskaran Mani; Xu Yanwu; Lin Stephen; Wong Damon Wing Kee; Liu Jiang; Tun Tin A.; Mahesh Meenakshi; Perera Shamira A.; Aung Tin

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A Deep Learning System for Automated Angle-Closure Detection in Anterior Segment Optical Coherence Tomography Images

机译：前段光学相干断层扫描图像中自动角度闭合检测的深度学习系统

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PURPOSE: Anterior segment optical coherence tomography (AS-OCT) provides an objective imaging modality for visually identifying anterior segment structures. An automated detection system could assist ophthalmologists in interpreting AS-OCT images for the presence of angle closure,

机译：目的：前段光学相干断层扫描（AS-OCT）提供了用于视觉上识别前段结构的客观成像模型。自动检测系统可以帮助眼科医生解释AS-OCT图像以存在角度闭合，

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来源
《American Journal of Ophthalmology: The International Journal of Ophthalmology》 |2019年第2019期|共9页
作者
Fu Huazhu; Baskaran Mani; Xu Yanwu; Lin Stephen; Wong Damon Wing Kee; Liu Jiang; Tun Tin A.; Mahesh Meenakshi; Perera Shamira A.; Aung Tin;
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作者单位

Chinese Acad Sci Ningbo Inst Ind Technol Cixi Inst Biomed Engn Ningbo Zhejiang Peoples R China;

Singapore Natl Eye Ctr Singapore Eye Res Inst Singapore Singapore;

Agcy Sci Technol &

Res Inst Infocomm Res Singapore Singapore;

Microsoft Res Beijing Peoples R China;

Singapore Natl Eye Ctr Singapore Eye Res Inst Singapore Singapore;

Chinese Acad Sci Ningbo Inst Ind Technol Cixi Inst Biomed Engn Ningbo Zhejiang Peoples R China;

Singapore Natl Eye Ctr Singapore Eye Res Inst Singapore Singapore;

Singapore Natl Eye Ctr Singapore Eye Res Inst Singapore Singapore;

Singapore Natl Eye Ctr Singapore Eye Res Inst Singapore Singapore;

Singapore Natl Eye Ctr Singapore Eye Res Inst Singapore Singapore;

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原文格式 PDF
正文语种 eng
中图分类眼科学;
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1. A Deep Learning System for Automated Angle-Closure Detection in Anterior Segment Optical Coherence Tomography Images [J] . Fu Huazhu, Baskaran Mani, Xu Yanwu, American Journal of Ophthalmology: The International Journal of Ophthalmology . 2019,第期

机译：前段光学相干断层扫描图像中自动角度闭合检测的深度学习系统
2. Keratoconus detection using deep learning of colour-coded maps with anterior segment optical coherence tomography: a diagnostic accuracy study [J] . Kazutaka Kamiya, Yuji Ayatsuka, Yudai Kato, BMJ Open . 2019,第9期

机译：圆锥角膜检测通过深度学习彩色编码图和前段光学相干断层扫描：诊断准确性研究
3. Deep learning-based automated detection of retinal diseases using optical coherence tomography images [J] . Feng Li, Hua Chen, Zheng Liu, Biomedical Optics Express . 2019,第12期

机译：基于深度学习的光学相干断层扫描图像自动检测视网膜疾病
4. A Novel Deep Learning Method for Nuclear Cataract Classification Based on Anterior Segment Optical Coherence Tomography Images [C] . Xiaoqing Zhang, Zunjie Xiao, Risa Higashita, IEEE International Conference on Systems, Man, and Cybernetics . 2020

机译：基于前段光学相干断层扫描图像的核白内障分类的新型深度学习方法
5. Automated Image Analysis of Corneal Structures in Anterior-Segment Optical Coherence Tomography and In-Vivo Confocal Microscopy Images [D] . Robles, Victor Adrian. 2017

机译：前段光学相干断层扫描和体内共聚焦显微镜图像中角膜结构的自动图像分析
6. Automated Detection of Macular Diseases by Optical Coherence Tomography and Artificial Intelligence Machine Learning of Optical Coherence Tomography Images [O] . Soichiro Kuwayama, Yuji Ayatsuka, Daisuke Yanagisono, 2019

机译：光学相干断层扫描和光学相干断层扫描图像的人工智能机器学习自动检测黄斑疾病
7. Keratoconus detection using deep learning of colour-coded maps with anterior segment optical coherence tomography: a diagnostic accuracy study [O] . Kazutaka Kamiya, Yuji Ayatsuka, Yudai Kato, 2019

机译：使用前段光学相干断层扫描的彩色编码地图深入学习的角振焦次检测：诊断准确性研究

A Deep Learning System for Automated Angle-Closure Detection in Anterior Segment Optical Coherence Tomography Images

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