Hybrid model for analysis of abnormalities in diabetic cardiomyopathy and diabetic retinopathy related images
نویسندگان
چکیده
At present image processing methods hold a noteworthy position in unravelling various medical imaging challenges. The high risk disorders such as diabetic cardiomyopathy and diabetic retinopathy are considered as applications for proposed method. The dictum of this paper is on observing enhancement and segmentation of the cross sectional view of a blood capillary of a right coronary artery image of a diabetic patient and also retinal images. A hybrid model using hybrid morphological reconstruction technique as pre-processing with watershed segmentation method as post-processing is developed in this work.
منابع مشابه
ارایه مدلی از شبکههای عصبی خودسازمانده سلسله مراتبی در جهت تشخیص و طبقهبندی ضایعات شبکیه برای درجهبندی رتینوپاتی دیابتی
Background: One common symptom of diabetes is diabetic retinopathy, if not timely diagnosed and treated, leads to blindness. Retinal image analysis has been currently adopted to diagnose retinopathy. In this study, a model of hierarchical self-organized neural networks has been presented for the detection and classification of retina in diabetic patients. Methods: This study is a retrospective...
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متن کاملDiagnosis of Diabetic Retinopathy Using Processing of Fundus Images and Morphological Techniques
Introduction: Diabetic retinopathy is the damaging effect of diabetes on retinal blood vessels that can cause blindness when diagnosed late. Microaneurysms are early signs of the disease that their early diagnosis promotes timely treatment and prevents disease progression. Since this disease is asymptomatic and can only be detected by ophthalmologists, diabetic patients should be tested regular...
متن کاملDiagnosis of Diabetic Retinopathy Using Processing of Fundus Images and Morphological Techniques
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عنوان ژورنال:
دوره 5 شماره
صفحات -
تاریخ انتشار 2016