Algorithms for red lesion detection in Diabetic Retinopathy: A review - 20/09/18
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Highlights |
• | Introduction to Microaneurysms (MA) and Haemorrhages (HEM) in screening of Diabetic Retinopathy. |
• | Detailed review of the existing literature for the detection of MA and HEM. |
• | The qualitative findings and quantitative comparison amongst the existing methods. |
• | Identification of potential research areas to find effective screening algorithms. |
Abstract |
Diabetic Retinopathy (DR) is an outcome of prolonged diabetes which directly or indirectly affect the human vision. DR is asymptomatic in its early stages and the late diagnosis lead to undeviating loss of vision. The computer aided diagnosis with the assistance of medical images helps in timely and accurate treatment. Microaneurysms (MA) mark the onset of DR, thus a vital point in screening of this disease. This review discuses various state of the art methods available till date for automated computer aided analysis of microaneurysms and haemorrhages. The paper also highlights qualitative and quantitative comparison of the existing literature with limitations for analysis of microaneurysms and haemorrhages. It is an attempt to systematize the available algorithms for an easy gathering and guidance to researchers working in this domain for future research.
Le texte complet de cet article est disponible en PDF.Keywords : Diabetic Retinopathy, Microaneurysms, Haemorrhages, Computer aided diagnosis
Plan
Vol 107
P. 681-688 - novembre 2018 Retour au numéroBienvenue sur EM-consulte, la référence des professionnels de santé.
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