Please use this identifier to cite or link to this item: https://doi.org/10.1364/boe.426093
Title: Framework for quantitative three-dimensional choroidal vasculature analysis using optical coherence tomography
Authors: Saxena, Ashish
Yao, Xinwen
Wong, Damon
Chua, Jacqueline 
Ang, Marcus 
Hoang, Quan, V 
Agrawal, Rupesh 
Girard, Michael 
Cheung, Gemmy
Schmetterer, Leopold 
Tan, Bingyao
Issue Date: 19-Jul-2021
Publisher: The Optical Society
Citation: Saxena, Ashish, Yao, Xinwen, Wong, Damon, Chua, Jacqueline, Ang, Marcus, Hoang, Quan, V, Agrawal, Rupesh, Girard, Michael, Cheung, Gemmy, Schmetterer, Leopold, Tan, Bingyao (2021-07-19). Framework for quantitative three-dimensional choroidal vasculature analysis using optical coherence tomography. Biomedical Optics Express 12 (8) : 4982-4996. ScholarBank@NUS Repository. https://doi.org/10.1364/boe.426093
Rights: Attribution 4.0 International
Abstract: Choroidal vasculature plays an important role in the pathogenesis of retinal diseases, such asmyopic maculopathy, age-related macular degeneration, diabetic retinopathy, central serous chorioretinopathy, and ocular inflammatory diseases. Current optical coherence tomography (OCT) technology provides three-dimensional visualization of the choroidal angioarchitecture; however, quantitative measures remain challenging. Here, we propose and validate a framework to segment and quantify the choroidal vasculature from a prototype swept-source OCT (PLEX Elite 9000, Carl Zeiss Meditec, USA) using a 3×3 mm scan protocol centered on the macula. Enface images referenced from the retinal pigment epithelium were reconstructed from the volumetric data. The boundaries of the choroidal volume were automatically identified by tracking the choroidal vessel feature structure over the depth, and a selective sliding window was applied for segmenting the vessels adaptively from attenuation-corrected enface images. We achieved a segmentation accuracy of 96% ± 1% as compared with manual annotation, and a dice coefficient of 0.83 ± 0.04 for repeatability. Using this framework on both control (0.00 D to -2.00 D) and highly myopic (-8.00 D to -11.00 D) eyes, we report a decrease in choroidal vessel volume (p<0.001) in eyes with high myopia. © 2021 Optical Society of America.
Source Title: Biomedical Optics Express
URI: https://scholarbank.nus.edu.sg/handle/10635/232434
ISSN: 2156-7085
DOI: 10.1364/boe.426093
Rights: Attribution 4.0 International
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