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Longitudinal Screening for Diabetic Retinopathy in a Nationwide Screening Program: Comparing Deep Learning and Human Graders

机译：纵向筛查全国筛查计划中的糖尿病视网膜病变：深入学习和人类平地机构

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Jirawut Limwattanayingyong; Variya Nganthavee; Kasem Seresirikachorn; Tassapol Singalavanija; Ngamphol Soonthornworasiri; Varis Ruamviboonsuk; Chetan Rao; Rajiv Raman; Andrzej Grzybowski; Mike Schaekermann; Lily H. Peng; Dale R. Webster; Christopher Semturs; Jonathan Krause; Rory Sayres; Fred Hersch; Richa Tiwari; Yun Liu; Paisan Ruamviboonsuk;
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1. Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program [J] . Paisan Ruamviboonsuk, Jonathan Krause, Peranut Chotcomwongse, npj Digital Medicine . 2019,第1期

机译：深入学习与人类评级机构在全国筛查计划中分类糖尿病视网膜病变严重程度
2. Challenges to establishing nationwide diabetic retinopathy screening programs. [J] . Hazin R, Barazi MK, Summerfield M Current opinion in ophthalmology . 2011,第3期

机译：建立全国性糖尿病视网膜病变筛查计划面临的挑战。
3. Interobserver agreement between primary graders and an expert grader in the Bristol and Weston diabetic retinopathy screening programme: a quality assurance audit. [J] . Patra S, Gomm EM, Macipe M Diabetic medicine: A journal of the British Diabetic Association . 2009,第8期

机译：布里斯托尔和韦斯顿糖尿病视网膜病变筛查计划中小学一年级学生与专业分级学生之间的观察员协议：质量保证审核。
4. Computer-assisted diagnosis (CAD) system for Diabetic Retinopathy screening using color fundus images using Deep learning [C] . Nogol Memari, Saranaz Abdollahi, Mahdi Maghrouni Ganzagh, IEEE Student Conference on Research and Development . 2020

机译：通过深度学习使用彩色眼底图像筛查糖尿病视网膜病变的计算机辅助诊断（CAD）系统
5. Simulation modeling to evaluate costbenefit of multi-level screening strategies involving behavioral components to improve compliance: The example of diabetic retinopathy. [D] . Vidyanti, Irene. 2014

机译：用于评估涉及行为成分以提高依从性的多级筛查策略成本效益的仿真模型：糖尿病性视网膜病的示例。
6. Author Correction: Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program [O] . Paisan Ruamviboonsuk, Jonathan Krause, Peranut Chotcomwongse, 2019

机译：作者更正：深度学习与人类评分者在全国筛查计划中对糖尿病性视网膜病变严重程度进行分类
7. Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program [O] . Paisan Ruamviboonsuk, Jonathan Krause, Peranut Chotcomwongse, 2019

机译：深入学习与人类评级机构在全国筛查计划中分类糖尿病视网膜病变严重程度

Longitudinal Screening for Diabetic Retinopathy in a Nationwide Screening Program: Comparing Deep Learning and Human Graders

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