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Volumetric Three-Dimensional Reconstruction and Segmentation of Spectral-Domain OCT

机译:光谱域OCT的体积三维重建和分段

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摘要

Despite advances in optical coherence tomography (OCT), three-dimensional (3D) renderings of OCT images remain limited to scanning consecutive two-dimensional (2D) OCT slices. The authors describe a method of reconstructing 2D OCT data for 3D retinal analysis and visualization in a Computer Assisted Virtual Environment (CAVE). Using customized signal processing software, raw data from 2D slice-based spectral-domain OCT images were rendered into high-resolution 3D images for segmentation and quantification analysis. Reconstructed OCT images were projected onto a four-walled space and viewed through stereoscopic glasses, resulting in a virtual reality perception of the retina. These 3D retinal renderings offer a novel method for segmentation and isolation of volumetric images. The ability to manipulate the images in a virtual reality environment allows visualization of complex spatial relationships that may aid our understanding of retinal pathology. More importantly, these 3D retinal renderings can be viewed, manipulated, and analyzed on traditional 2D monitors independent of the CAVE.
机译:尽管光学相干断层扫描(OCT)取得了进步,但OCT图像的三维(3D)渲染仍然限于扫描连续的二维(2D)OCT切片。作者介绍了一种在计算机辅助虚拟环境(CAVE)中重建2D OCT数据以进行3D视网膜分析和可视化的方法。使用定制的信号处理软件,可以将基于2D切片的光谱域OCT图像的原始数据渲染为高分辨率3D图像,以进行分割和量化分析。重建的OCT图像投影到四壁空间上,并通过立体眼镜观看,从而产生虚拟现实的视网膜感知。这些3D视网膜渲染提供了一种用于分割和隔离体积图像的新颖方法。在虚拟现实环境中操作图像的能力允许可视化复杂的空间关系,这可能有助于我们了解视网膜病理学。更重要的是,可以在独立于CAVE的传统2D监视器上查看,操作和分析这些3D视网膜渲染。

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