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Advanced image processing for optical coherence tomographic angiography of macular diseases

机译:黄斑疾病光学相干断层血管造影的高级图像处理

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摘要

This article provides an overview of advanced image processing for three dimensional (3D) optical coherence tomographic (OCT) angiography of macular diseases, including age-related macular degeneration (AMD) and diabetic retinopathy (DR). A fast automated retinal layers segmentation algorithm using directional graph search was introduced to separates 3D flow data into different layers in the presence of pathologies. Intelligent manual correction methods are also systematically addressed which can be done rapidly on a single frame and then automatically propagated to full 3D volume with accuracy better than 1 pixel. Methods to visualize and analyze the abnormalities including retinal and choroidal neovascularization, retinal ischemia, and macular edema were presented to facilitate the clinical use of OCT angiography.
机译:本文概述了黄斑疾病的三维(3D)光学相干断层扫描(OCT)血管造影的高级图像处理,包括年龄相关性黄斑变性(AMD)和糖尿病性视网膜病变(DR)。引入了一种使用方向图搜索的快速自动化视网膜层分割算法,可以在存在病理情况的情况下将3D流数据分成不同的层。还系统地解决了智能手动校正方法,该方法可以在单个帧上快速完成,然后以优于1个像素的精度自动传播到完整的3D体积。提出了可视化和分析异常的方法,包括视网膜和脉络膜新血管形成,视网膜缺血和黄斑水肿,以促进OCT血管造影的临床应用。

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