Determination of foveal avascular zone in diabetic retinopathy digital fundus images

Monitoring FAZ area enlargement enables physicians to monitor progression of the DR. At present, it is difficult to discern the FAZ area and to measure its enlargement in an objective manner using digital fundus images. A semi-automated approach for determination of FAZ using color images has been d...

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Main Author: Ahmad Fadzil, Mohd Hani
Format: Article
Published: Elsevier BV 2010
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Online Access:http://www.elsevier.com/
http://eprints.utp.edu.my/4281/
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Institution: Universiti Teknologi Petronas
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spelling my.utp.eprints.42812014-03-21T22:02:24Z Determination of foveal avascular zone in diabetic retinopathy digital fundus images Ahmad Fadzil, Mohd Hani RE Ophthalmology QA75 Electronic computers. Computer science Monitoring FAZ area enlargement enables physicians to monitor progression of the DR. At present, it is difficult to discern the FAZ area and to measure its enlargement in an objective manner using digital fundus images. A semi-automated approach for determination of FAZ using color images has been developed. Here, a binary map of retinal blood vessels is computer generated from the digital fundus image to determine vessel ends and pathologies surrounding FAZ for area analysis. The proposed method is found to achieve accuracies from 66.67% to 98.69% compared to accuracies of 18.13-95.07% obtained by manual segmentation of FAZ regions from digital fundus images Elsevier BV 2010-07 Article PeerReviewed http://www.elsevier.com/ Ahmad Fadzil, Mohd Hani (2010) Determination of foveal avascular zone in diabetic retinopathy digital fundus images. Computers in Biology and Medicine, 40 (7). pp. 657-664. ISSN 00104825 http://eprints.utp.edu.my/4281/
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Institutional Repository
url_provider http://eprints.utp.edu.my/
topic RE Ophthalmology
QA75 Electronic computers. Computer science
spellingShingle RE Ophthalmology
QA75 Electronic computers. Computer science
Ahmad Fadzil, Mohd Hani
Determination of foveal avascular zone in diabetic retinopathy digital fundus images
description Monitoring FAZ area enlargement enables physicians to monitor progression of the DR. At present, it is difficult to discern the FAZ area and to measure its enlargement in an objective manner using digital fundus images. A semi-automated approach for determination of FAZ using color images has been developed. Here, a binary map of retinal blood vessels is computer generated from the digital fundus image to determine vessel ends and pathologies surrounding FAZ for area analysis. The proposed method is found to achieve accuracies from 66.67% to 98.69% compared to accuracies of 18.13-95.07% obtained by manual segmentation of FAZ regions from digital fundus images
format Article
author Ahmad Fadzil, Mohd Hani
author_facet Ahmad Fadzil, Mohd Hani
author_sort Ahmad Fadzil, Mohd Hani
title Determination of foveal avascular zone in diabetic retinopathy digital fundus images
title_short Determination of foveal avascular zone in diabetic retinopathy digital fundus images
title_full Determination of foveal avascular zone in diabetic retinopathy digital fundus images
title_fullStr Determination of foveal avascular zone in diabetic retinopathy digital fundus images
title_full_unstemmed Determination of foveal avascular zone in diabetic retinopathy digital fundus images
title_sort determination of foveal avascular zone in diabetic retinopathy digital fundus images
publisher Elsevier BV
publishDate 2010
url http://www.elsevier.com/
http://eprints.utp.edu.my/4281/
_version_ 1738655331326623744