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Remote examination of exudates-impact of macular oedema
One of the major causes of eye blindness is identified to be as diabetic retinopathy, which if not detected in earlier stage would cause a serious issue. Long-term diabetes causes diabetic retinopathy. The significant key factor leading to diabetic retinopathy is exudates which affect the retina par...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Institution of Engineering and Technology
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6103783/ https://www.ncbi.nlm.nih.gov/pubmed/30155263 http://dx.doi.org/10.1049/htl.2017.0026 |
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author | Punniyamoorthy, Uma Pushpam, Indumathi |
author_facet | Punniyamoorthy, Uma Pushpam, Indumathi |
author_sort | Punniyamoorthy, Uma |
collection | PubMed |
description | One of the major causes of eye blindness is identified to be as diabetic retinopathy, which if not detected in earlier stage would cause a serious issue. Long-term diabetes causes diabetic retinopathy. The significant key factor leading to diabetic retinopathy is exudates which affect the retina part and causes eye defects. Thus the first and foremost task in the automated detection of macular oedema is to detect the presence of these exudates. The authors use image processing techniques to detect the optic disc, exudates and the presence of macular oedema. Their method has the sensitivity 96.07%, selectivity 97.36%, and accuracy 96.62% for the exudates detection and in the case of macular oedema detection the sensitivity 97.75%, selectivity 100%, and accuracy 98.86% is achieved. The performance comparison with other methods reveals that their method can be used as a screening process for diabetic retinopathy. In addition to that, the algorithm can help to detect macular oedema. |
format | Online Article Text |
id | pubmed-6103783 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | The Institution of Engineering and Technology |
record_format | MEDLINE/PubMed |
spelling | pubmed-61037832018-08-28 Remote examination of exudates-impact of macular oedema Punniyamoorthy, Uma Pushpam, Indumathi Healthc Technol Lett Article One of the major causes of eye blindness is identified to be as diabetic retinopathy, which if not detected in earlier stage would cause a serious issue. Long-term diabetes causes diabetic retinopathy. The significant key factor leading to diabetic retinopathy is exudates which affect the retina part and causes eye defects. Thus the first and foremost task in the automated detection of macular oedema is to detect the presence of these exudates. The authors use image processing techniques to detect the optic disc, exudates and the presence of macular oedema. Their method has the sensitivity 96.07%, selectivity 97.36%, and accuracy 96.62% for the exudates detection and in the case of macular oedema detection the sensitivity 97.75%, selectivity 100%, and accuracy 98.86% is achieved. The performance comparison with other methods reveals that their method can be used as a screening process for diabetic retinopathy. In addition to that, the algorithm can help to detect macular oedema. The Institution of Engineering and Technology 2018-05-11 /pmc/articles/PMC6103783/ /pubmed/30155263 http://dx.doi.org/10.1049/htl.2017.0026 Text en http://creativecommons.org/licenses/by-nc-nd/3.0/ This is an open access article published by the IET under the Creative Commons Attribution-NonCommercial-NoDerivs License (http://creativecommons.org/licenses/by-nc-nd/3.0/) |
spellingShingle | Article Punniyamoorthy, Uma Pushpam, Indumathi Remote examination of exudates-impact of macular oedema |
title | Remote examination of exudates-impact of macular oedema |
title_full | Remote examination of exudates-impact of macular oedema |
title_fullStr | Remote examination of exudates-impact of macular oedema |
title_full_unstemmed | Remote examination of exudates-impact of macular oedema |
title_short | Remote examination of exudates-impact of macular oedema |
title_sort | remote examination of exudates-impact of macular oedema |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6103783/ https://www.ncbi.nlm.nih.gov/pubmed/30155263 http://dx.doi.org/10.1049/htl.2017.0026 |
work_keys_str_mv | AT punniyamoorthyuma remoteexaminationofexudatesimpactofmacularoedema AT pushpamindumathi remoteexaminationofexudatesimpactofmacularoedema |