Disc damage likelihood scale recognition for Glaucoma detection

Author:

Mohammed F. G.,Athab S.D.,Mohammed S. G.

Abstract

Abstract Glaucoma is a visual disorder, which is one of the significant driving reason for visual impairment. Glaucoma leads to frustrate the visual information transmission to the brain. Dissimilar to other eye illness such as myopia and cataracts. The impact of glaucoma can’t be cured; The Disc Damage Likelihood Scale (DDLS) can be used to assess the Glaucoma. The proposed methodology suggested simple method to extract Neuroretinal rim (NRM) region then dividing the region into four sectors after that calculate the width for each sector and select the minimum value to use it in DDLS factor. The feature was fed to the SVM classification algorithm, the DDLS successfully classified Glaucoma disease with 70% percentage; moreover, when the dimensions of both Optic Disc(OD) and Optic Cup(OC) were used as additional features the accuracy rate raised to 91%.

Publisher

IOP Publishing

Subject

General Physics and Astronomy

Reference19 articles.

1. The disc damage likelihood scale: reproducibility of a new method of estimating the amount of optic nerve damage caused by glaucoma;Spaeth;Trans Am Ophthalmol Soc.,2002

2. Comparison of disc damage likelihood scale, cup to disc ratio, and Heidelberg retina tomograph in the diagnosis of glaucoma;Danesh-Meyer;Br J Ophthalmol.,2006

3. Estimation of the Disc Damage Likelihood Scale in primary open-angle glaucoma: the Glaucoma Stereo Analysis Study;Kitaoka;Graefes Arch Clin Exp Ophthalmol.,2016

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Image analysis for diagnosis of Glaucoma using soft computing methods;2024 Tenth International Conference on Bio Signals, Images, and Instrumentation (ICBSII);2024-03-20

2. Smart city: State of the art and challenges;AIP Conference Proceedings;2024

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