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Proceedings Paper

Automated multilayer segmentation and characterization in 3D spectral-domain optical coherence tomography images
Author(s): Zhihong Hu; Xiaodong Wu; Amirhossein Hariri; SriniVas R. Sadda
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Paper Abstract

Spectral-domain optical coherence tomography (SD-OCT) is a 3-D imaging technique, allowing direct visualization of retinal morphology and architecture. The various layers of the retina may be affected differentially by various diseases. In this study, an automated graph-based multilayer approach was developed to sequentially segment eleven retinal surfaces including the inner retinal bands to the outer retinal bands in normal SD-OCT volume scans at three different stages. For stage 1, the four most detectable and/or distinct surfaces were identified in the four-times-downsampled images and were used as a priori positional information to limit the graph search for other surfaces at stage 2. Eleven surfaces were then detected in the two-times-downsampled images at stage 2, and refined in the original image space at stage 3 using the graph search integrating the estimated morphological shape models. Twenty macular SD-OCT (Heidelberg Spectralis) volume scans from 20 normal subjects (one eye per subject) were used in this study. The overall mean and absolute mean differences in border positions between the automated and manual segmentation for all 11 segmented surfaces were -0.20 ± 0.53 voxels (-0.76 ± 2.06 μm) and 0.82 ± 0.64 voxels (3.19 ± 2.46 μm). Intensity and thickness properties in the resultant retinal layers were investigated. This investigation in normal subjects may provide a comparative reference for subsequent investigations in eyes with disease.

Paper Details

Date Published: 26 March 2013
PDF: 9 pages
Proc. SPIE 8567, Ophthalmic Technologies XXIII, 85670P (26 March 2013); doi: 10.1117/12.2003172
Show Author Affiliations
Zhihong Hu, Univ. of Southern California, Los Angeles (United States)
Xiaodong Wu, The Univ. of Iowa (United States)
Amirhossein Hariri, Univ. of Southern California, Los Angeles (United States)
SriniVas R. Sadda, Univ. of Southern California, Los Angeles (United States)


Published in SPIE Proceedings Vol. 8567:
Ophthalmic Technologies XXIII
Fabrice Manns; Per G. Söderberg; Arthur Ho, Editor(s)

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