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Relationship between diabetes and grayscale fractal dimensions of retinal vasculature in the Indian population

BACKGROUND: Diabetes mellitus is rapidly increasing in the Indian population. The purpose of this study was to identify changes in the retinal vasculature of diabetic people, ahead of visual impairments. Grayscale Fractal Dimension (FD) analysis of retinal images was performed on people with type 2...

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Autores principales: Aliahmad, Behzad, Kumar, Dinesh Kant, Sarossy, Marc George, Jain, Rajeev
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4265429/
https://www.ncbi.nlm.nih.gov/pubmed/25434291
http://dx.doi.org/10.1186/1471-2415-14-152
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author Aliahmad, Behzad
Kumar, Dinesh Kant
Sarossy, Marc George
Jain, Rajeev
author_facet Aliahmad, Behzad
Kumar, Dinesh Kant
Sarossy, Marc George
Jain, Rajeev
author_sort Aliahmad, Behzad
collection PubMed
description BACKGROUND: Diabetes mellitus is rapidly increasing in the Indian population. The purpose of this study was to identify changes in the retinal vasculature of diabetic people, ahead of visual impairments. Grayscale Fractal Dimension (FD) analysis of retinal images was performed on people with type 2 diabetes from an Indian population. METHODS: A cross-sectional study comprising 189 Optic Disc (OD) centred retinal images of healthy and diabetic individuals aged 14 to 73 years was conducted. Grayscale Box Counting FD of these retinal photographs was measured without manual supervision. Statistical analysis was conducted to determine the difference in the FD between diabetic and healthy (non-diabetic) people. RESULTS: The results show that grayscale FD values for diabetic cases are higher compared to controls, irrespective of the gender. It was also observed that FD was higher for male compared with females. CONCLUSIONS: There is difference in the grayscale fractal dimension of retinal vasculature of diabetic patients and healthy subjects, even when there is no reported retinopathy.
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spelling pubmed-42654292014-12-15 Relationship between diabetes and grayscale fractal dimensions of retinal vasculature in the Indian population Aliahmad, Behzad Kumar, Dinesh Kant Sarossy, Marc George Jain, Rajeev BMC Ophthalmol Research Article BACKGROUND: Diabetes mellitus is rapidly increasing in the Indian population. The purpose of this study was to identify changes in the retinal vasculature of diabetic people, ahead of visual impairments. Grayscale Fractal Dimension (FD) analysis of retinal images was performed on people with type 2 diabetes from an Indian population. METHODS: A cross-sectional study comprising 189 Optic Disc (OD) centred retinal images of healthy and diabetic individuals aged 14 to 73 years was conducted. Grayscale Box Counting FD of these retinal photographs was measured without manual supervision. Statistical analysis was conducted to determine the difference in the FD between diabetic and healthy (non-diabetic) people. RESULTS: The results show that grayscale FD values for diabetic cases are higher compared to controls, irrespective of the gender. It was also observed that FD was higher for male compared with females. CONCLUSIONS: There is difference in the grayscale fractal dimension of retinal vasculature of diabetic patients and healthy subjects, even when there is no reported retinopathy. BioMed Central 2014-12-01 /pmc/articles/PMC4265429/ /pubmed/25434291 http://dx.doi.org/10.1186/1471-2415-14-152 Text en © Aliahmad et al.; licensee BioMed Central Ltd. 2014 This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Aliahmad, Behzad
Kumar, Dinesh Kant
Sarossy, Marc George
Jain, Rajeev
Relationship between diabetes and grayscale fractal dimensions of retinal vasculature in the Indian population
title Relationship between diabetes and grayscale fractal dimensions of retinal vasculature in the Indian population
title_full Relationship between diabetes and grayscale fractal dimensions of retinal vasculature in the Indian population
title_fullStr Relationship between diabetes and grayscale fractal dimensions of retinal vasculature in the Indian population
title_full_unstemmed Relationship between diabetes and grayscale fractal dimensions of retinal vasculature in the Indian population
title_short Relationship between diabetes and grayscale fractal dimensions of retinal vasculature in the Indian population
title_sort relationship between diabetes and grayscale fractal dimensions of retinal vasculature in the indian population
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4265429/
https://www.ncbi.nlm.nih.gov/pubmed/25434291
http://dx.doi.org/10.1186/1471-2415-14-152
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