کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6920802 864433 2016 31 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Summarising the retinal vascular calibres in healthy, diabetic and diabetic retinopathy eyes
ترجمه فارسی عنوان
خلاصه ای از کالیبراسیون عروق شبکیه در چشم های سالم، دیابتی و رتینوپاتی دیابتی
کلمات کلیدی
نسبت گاما، رتینوپاتی دیابتی، کالیبراسیون کشتی نماینده اتصال، نسبت آرتروویو،
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نرم افزارهای علوم کامپیوتر
چکیده انگلیسی
Retinal vessel calibre has been found to be an important biomarker of several retinal diseases, including diabetic retinopathy (DR). Quantifying the retinal vessel calibres is an important step for estimating the central retinal artery and vein equivalents. In this study, an alternative method to the already established branching coefficient (BC) is proposed for summarising the vessel calibres in retinal junctions. This new method combines the mean diameter ratio with an alternative to Murray׳s cube law exponent, derived by the fractal dimension,experimentally, and the branch exponent of cerebral vessels, as has been suggested in previous studies with blood flow modelling. For the above calculations, retinal images from healthy, diabetic and DR subjects were used. In addition, the above method was compared with the BC and was also applied to the evaluation of arteriovenous ratio as a biomarker of progression from diabetes to DR in four consecutive years, i.e. three/two/one years before the onset of DR and the first year of DR. Moreover, the retinal arteries and veins around the optic nerve head were also evaluated. The new approach quantifies the vessels more accurately. The decrease in terms of the mean absolute percentage error was between 0.24% and 0.49%, extending at the same time the quantification beyond healthy subjects.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers in Biology and Medicine - Volume 72, 1 May 2016, Pages 65-74
نویسندگان
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