Automated microaneurysms detection for early diagnosis of diabetic retinopathy: A Comprehensive review
نویسندگان
چکیده
منابع مشابه
Automated early detection of diabetic retinopathy.
PURPOSE To compare the performance of automated diabetic retinopathy (DR) detection, using the algorithm that won the 2009 Retinopathy Online Challenge Competition in 2009, the Challenge2009, against that of the one currently used in EyeCheck, a large computer-aided early DR detection project. DESIGN Evaluation of diagnostic test or technology. PARTICIPANTS Fundus photographic sets, consist...
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Diabetic retinopathy is a progressive eye disease which may cause blindness if not detected and treated in time. The early detection and diagnosis of diabetic retinopathy is important to protect the patient’s vision. The accurate detection of microaneurysms (MAs) is a critical step for early detection of diabetic retinopathy because they appear as the first sign of disease. In this paper, we pr...
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Early detection of microaneurysms (MAs), the first sign of Diabetic Retinopathy (DR), is an essential first step in automated detection of DR to prevent vision loss and blindness. This study presents a novel and different algorithm for automatic detection of MAs in fluorescein angiography (FA) fundus images, based on Radon transform (RT) and multi-overlapping windows. This project addresses a n...
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ژورنال
عنوان ژورنال: Computer Methods and Programs in Biomedicine Update
سال: 2021
ISSN: 2666-9900
DOI: 10.1016/j.cmpbup.2021.100013