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Comparison of Cysts in Red and Green Images for Diabetic Macular Edema

PURPOSE: To investigate whether cysts in diabetic macular edema are better visualized in the red channel of color fundus camera images, as compared with the green channel, because color fundus camera screening methods that emphasize short-wavelength light may miss cysts in patients with dark fundi o...

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Autores principales: Alhamami, Mastour A., Elsner, Ann E., Malinovsky, Victor E., Clark, Christopher A., Haggerty, Bryan P., Ozawa, Glen Y., Cuadros, Jorge A., Baskaran, Karthikeyan, Gast, Thomas J., Litvin, Taras V., Muller, Matthew S., Brahm, Shane G., Young, Stuart B., Miura, Masahiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5266646/
https://www.ncbi.nlm.nih.gov/pubmed/27846063
http://dx.doi.org/10.1097/OPX.0000000000001010
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author Alhamami, Mastour A.
Elsner, Ann E.
Malinovsky, Victor E.
Clark, Christopher A.
Haggerty, Bryan P.
Ozawa, Glen Y.
Cuadros, Jorge A.
Baskaran, Karthikeyan
Gast, Thomas J.
Litvin, Taras V.
Muller, Matthew S.
Brahm, Shane G.
Young, Stuart B.
Miura, Masahiro
author_facet Alhamami, Mastour A.
Elsner, Ann E.
Malinovsky, Victor E.
Clark, Christopher A.
Haggerty, Bryan P.
Ozawa, Glen Y.
Cuadros, Jorge A.
Baskaran, Karthikeyan
Gast, Thomas J.
Litvin, Taras V.
Muller, Matthew S.
Brahm, Shane G.
Young, Stuart B.
Miura, Masahiro
author_sort Alhamami, Mastour A.
collection PubMed
description PURPOSE: To investigate whether cysts in diabetic macular edema are better visualized in the red channel of color fundus camera images, as compared with the green channel, because color fundus camera screening methods that emphasize short-wavelength light may miss cysts in patients with dark fundi or changes to outer blood retinal barrier. METHODS: Fundus images for diabetic retinopathy photoscreening were acquired for a study with Aeon Imaging, EyePACS, University of California Berkeley, and Indiana University. There were 2047 underserved, adult diabetic patients, of whom over 90% self-identified as a racial/ethnic identify other than non-Hispanic white. Color fundus images at nominally 45 degrees were acquired with a Canon Cr-DGi non-mydriatic camera (Tokyo, Japan) then graded by an EyePACS certified grader. From the 148 patients graded to have clinically significant macular edema by the presence of hard exudates in the central 1500 μm of the fovea, we evaluated macular cysts in 13 patients with cystoid macular edema. Age ranged from 33 to 68 years. Color fundus images were split into red, green, and blue channels with custom Matlab software (Mathworks, Natick, MA). The diameter of a cyst or confluent cysts was quantified in the red-channel and green-channel images separately. RESULTS: Cyst identification gave complete agreement between red-channel images and the standard full-color images. This was not the case for green-channel images, which did not expose cysts visible with standard full-color images in five cases, who had dark fundi. Cysts appeared more numerous and covered a larger area in the red channel (733 ± 604 μm) than in the green channel (349 ± 433 μm, P < .006). CONCLUSIONS: Cysts may be underdetected with the present fundus camera methods, particularly when short-wavelength light is emphasized or in patients with dark fundi. Longer wavelength techniques may improve the detection of cysts and provide more information concerning the early stages of diabetic macular edema or the outer blood retinal barrier.
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spelling pubmed-52666462017-02-15 Comparison of Cysts in Red and Green Images for Diabetic Macular Edema Alhamami, Mastour A. Elsner, Ann E. Malinovsky, Victor E. Clark, Christopher A. Haggerty, Bryan P. Ozawa, Glen Y. Cuadros, Jorge A. Baskaran, Karthikeyan Gast, Thomas J. Litvin, Taras V. Muller, Matthew S. Brahm, Shane G. Young, Stuart B. Miura, Masahiro Optom Vis Sci Feature Article PURPOSE: To investigate whether cysts in diabetic macular edema are better visualized in the red channel of color fundus camera images, as compared with the green channel, because color fundus camera screening methods that emphasize short-wavelength light may miss cysts in patients with dark fundi or changes to outer blood retinal barrier. METHODS: Fundus images for diabetic retinopathy photoscreening were acquired for a study with Aeon Imaging, EyePACS, University of California Berkeley, and Indiana University. There were 2047 underserved, adult diabetic patients, of whom over 90% self-identified as a racial/ethnic identify other than non-Hispanic white. Color fundus images at nominally 45 degrees were acquired with a Canon Cr-DGi non-mydriatic camera (Tokyo, Japan) then graded by an EyePACS certified grader. From the 148 patients graded to have clinically significant macular edema by the presence of hard exudates in the central 1500 μm of the fovea, we evaluated macular cysts in 13 patients with cystoid macular edema. Age ranged from 33 to 68 years. Color fundus images were split into red, green, and blue channels with custom Matlab software (Mathworks, Natick, MA). The diameter of a cyst or confluent cysts was quantified in the red-channel and green-channel images separately. RESULTS: Cyst identification gave complete agreement between red-channel images and the standard full-color images. This was not the case for green-channel images, which did not expose cysts visible with standard full-color images in five cases, who had dark fundi. Cysts appeared more numerous and covered a larger area in the red channel (733 ± 604 μm) than in the green channel (349 ± 433 μm, P < .006). CONCLUSIONS: Cysts may be underdetected with the present fundus camera methods, particularly when short-wavelength light is emphasized or in patients with dark fundi. Longer wavelength techniques may improve the detection of cysts and provide more information concerning the early stages of diabetic macular edema or the outer blood retinal barrier. Lippincott Williams & Wilkins 2017-02 2016-11-11 /pmc/articles/PMC5266646/ /pubmed/27846063 http://dx.doi.org/10.1097/OPX.0000000000001010 Text en Copyright © 2016 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the American Academy of Optometry This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND) (http://creativecommons.org/licenses/by-nc-nd/4.0/) , where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal.
spellingShingle Feature Article
Alhamami, Mastour A.
Elsner, Ann E.
Malinovsky, Victor E.
Clark, Christopher A.
Haggerty, Bryan P.
Ozawa, Glen Y.
Cuadros, Jorge A.
Baskaran, Karthikeyan
Gast, Thomas J.
Litvin, Taras V.
Muller, Matthew S.
Brahm, Shane G.
Young, Stuart B.
Miura, Masahiro
Comparison of Cysts in Red and Green Images for Diabetic Macular Edema
title Comparison of Cysts in Red and Green Images for Diabetic Macular Edema
title_full Comparison of Cysts in Red and Green Images for Diabetic Macular Edema
title_fullStr Comparison of Cysts in Red and Green Images for Diabetic Macular Edema
title_full_unstemmed Comparison of Cysts in Red and Green Images for Diabetic Macular Edema
title_short Comparison of Cysts in Red and Green Images for Diabetic Macular Edema
title_sort comparison of cysts in red and green images for diabetic macular edema
topic Feature Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5266646/
https://www.ncbi.nlm.nih.gov/pubmed/27846063
http://dx.doi.org/10.1097/OPX.0000000000001010
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