Determination of foveal avascular zone in diabetic retinopathy digital fundus images

Abstract 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 h...

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Veröffentlicht in:Computers in biology and medicine 2010-07, Vol.40 (7), p.657-664
Hauptverfasser: Ahmad Fadzil, M.H, Izhar, Lila Iznita, Nugroho, Hanung Adi
Format: Artikel
Sprache:eng
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Zusammenfassung:Abstract 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.
ISSN:0010-4825
1879-0534
DOI:10.1016/j.compbiomed.2010.05.004