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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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/ |
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RE Ophthalmology QA75 Electronic computers. Computer science Ahmad Fadzil, Mohd Hani Determination of foveal avascular zone in diabetic retinopathy digital fundus images |
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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 |
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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 |
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Elsevier BV |
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2010 |
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http://www.elsevier.com/ http://eprints.utp.edu.my/4281/ |
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1738655331326623744 |