Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1782348887522017280 |
---|---|
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. |
format | Online Article Text |
id | pubmed-4265429 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT aliahmadbehzad relationshipbetweendiabetesandgrayscalefractaldimensionsofretinalvasculatureintheindianpopulation AT kumardineshkant relationshipbetweendiabetesandgrayscalefractaldimensionsofretinalvasculatureintheindianpopulation AT sarossymarcgeorge relationshipbetweendiabetesandgrayscalefractaldimensionsofretinalvasculatureintheindianpopulation AT jainrajeev relationshipbetweendiabetesandgrayscalefractaldimensionsofretinalvasculatureintheindianpopulation |