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Image processing and clinical applications of anterior segment optical coherence tomography.

机译:前段光学相干断层扫描的图像处理和临床应用。

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摘要

Optical coherence tomography (OCT) is an emerging imaging modality. It provides in vivo cross-sectional images with micron level resolution. OCT is attractive for imaging the anterior eye segment because of its characteristics on high resolution, non-contact, and easy anatomical interpretation. The fast data acquisition rate (>2000 axial scans per second) of current anterior segment OCT systems allows the measurement of corneal dimensions without significant motion error. It also generates huge amount of data. Manual anatomic reconstruction and measurement are time consuming and operator-dependent. Automated image processing and analysis techniques can overcome these limitations and make routine clinical use of OCT possible.;A "dewarping" method was developed to remove the distortion due to refraction and transition of the group index at the interfaces. Image averaging and smooth filtering techniques were used to suppress the speckle noise. Image segmentation algorithms were developed to automatically detect the anterior and posterior corneal boundaries and the LASIK flap interface. The boundaries detected by the computer algorithm were compared with manual segmentation results to evaluate the performance of the algorithm.;Three clinical studies had been conducted to investigate the anterior segment OCT applications in corneal thickness mapping, keratoconus screening, and LASIK thickness measurements.;The results showed that: (1) The anterior segment OCT could accurately map the corneal thickness over a wide area, both in normal and opacified eyes. The corneal thickness measurements were highly reproducible. (2) OCT pachymetry based method could detect abnormal corneal thinning in keratoconic eyes. (3) The anterior segment OCT was capable of measure corneal, flap, and stromal bed thickness profiles and maps after LASIK.
机译:光学相干断层扫描(OCT)是一种新兴的成像方式。它提供了微米级分辨率的体内横截面图像。由于OCT具有高分辨率,非接触式和易于解剖学解释的特性,因此它对前眼节成像具有吸引力。当前眼前节OCT系统的快速数据采集速率(每秒> 2000次轴向扫描)可以测量角膜尺寸,而不会产生明显的运动误差。它还会生成大量数据。手动解剖重建和测量既耗时又取决于操作员。自动化的图像处理和分析技术可以克服这些限制,并使OCT的常规临床应用成为可能。使用图像平均和平滑滤波技术来抑制斑点噪声。开发了图像分割算法以自动检测角膜前后边界和LASIK皮瓣界面。将计算机算法检测到的边界与手动分割结果进行比较,以评估算法的性能。;进行了三项临床研究,以研究前段OCT在角膜厚度测绘,圆锥角膜筛查和LASIK厚度测量中的应用。结果表明:(1)OCT前段可以在正常和不透明的眼睛中准确地绘制大范围的角膜厚度。角膜厚度的测量是高度可重复的。 (2)基于OCT测厚法的方法可以检测圆锥角膜眼睛的异常角膜变薄。 (3)OCIK前段可测量LASIK后角膜,皮瓣和基质床的厚度分布图和图。

著录项

  • 作者

    Li, Yan.;

  • 作者单位

    Case Western Reserve University.;

  • 授予单位 Case Western Reserve University.;
  • 学科 Engineering Biomedical.
  • 学位 Ph.D.
  • 年度 2008
  • 页码 130 p.
  • 总页数 130
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 生物医学工程;
  • 关键词

  • 入库时间 2022-08-17 11:39:03

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