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Micro aneurysm detection in diabetic retinopathy
Subject Area:
Physical Sciences and Engineering
Abstract:
Diabetic retinopathy (DR) originates from Diabetes and it is the major cause of blindness in all over the world. Earlier signs of this disease are the presence of small circular red spots called microaneurysm (MA). Detection of the MA in the earlier stage can control the progression of the disease. We presented an automated method for microaneurysm detection in this paper. The proposed algorithm is tested with DIARETDB1 database and compared with existing methods. The sensitivity, specificity of our algorithm is 91.5% and 92.1% respectively. The successful results show that our method can be used to detect the presence of diabetic retinopathy.
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