Analysis of posterior retinal layers in spectral optical coherence tomography images of the normal retina and retinal pathologies

被引:38
作者
Szkulmowski, Maciej
Wojtkowski, Maciej
Sikorski, Bartosz
Bajraszewski, Tomasz
Srinivasan, Vivek J.
Szkulmowska, Anna
Kaluzny, Jakub J.
Fujimoto, James G.
Kowalczyk, Andrzej
机构
[1] Nicholas Copernicus Univ, Inst Phys, PL-87100 Torun, Poland
[2] Nicholas Copernicus Univ, Coll Med, PL-85094 Bydgoszcz, Poland
[3] MIT, Dept Elect Engn & Comp Sci, Elect Res Lab, Cambridge, MA 02139 USA
[4] Nicholas Copernicus Univ, Coll Med, Dept Ophthalmol, PL-85094 Bydgoszcz, Poland
关键词
optical coherence tomography (OCT); spectral optical coherence tomography (SOCT); image segmentation; image analysis;
D O I
10.1117/1.2771569
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
We present a computationally efficient, semiautomated method for analysis of posterior retinal layers in three-dimensional (3-D) images obtained by spectral optical coherence tomography (SOCT). The method consists of two steps: segmentation of posterior retinal layers and analysis of their thickness and distance from an outer retinal contour (ORC), which is introduced to approximate the normal position of external interface of the healthy retinal pigment epithelium (RPE). The algorithm is shown to effectively segment posterior retina by classifying every pixel in the SOCT tomogram using the similarity of its surroundings to a reference set of model pixels from user-selected area(s). Operator intervention is required to assess the quality of segmentation. Thickness and distance maps from the segmented layers and their analysis are presented for healthy and pathological retinas. (C) 2007 Society of Photo-Optical Instrumentation Engineers.
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页数:11
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