The SUSTech-SYSU dataset for automated exudate detection and diabetic retinopathy grading
نویسندگان
چکیده
منابع مشابه
The role of haemorrhage and exudate detection in automated grading of diabetic retinopathy.
BACKGROUND/AIMS Automated grading has the potential to improve the efficiency of diabetic retinopathy screening services. While disease/no disease grading can be performed using only microaneurysm detection and image-quality assessment, automated recognition of other types of lesions may be advantageous. This study investigated whether inclusion of automated recognition of exudates and haemorrh...
متن کاملAutomatic Exudate Detection For The Diagnosis Of Diabetic Retinopathy
Diabetic Retinopathy is a complication of diabetes that is caused by changes in the blood vessels of the retina. Diabetic retinopathy is a major cause of blindness. Earliest signs of diabetic retinopathy are damage to the blood vessels in the eye and then the formation of lesions in the retina. This paper presents an automated method for the detection of exudates in retinal images with high acc...
متن کاملThe evidence for automated grading in diabetic retinopathy screening.
Systematic screening for diabetic retinopathy using retinal photography has been shown to reduce the incidence of blindness among people with diabetes. The implementation of diabetic retinopathy screening programmes faces several challenges. Consequently, methods for improving the efficiency of screening are being sought, one of which is the automation of image grading involving detection of im...
متن کاملCosts and consequences of automated algorithms versus manual grading for the detection of referable diabetic retinopathy.
AIMS To assess the cost-effectiveness of an improved automated grading algorithm for diabetic retinopathy against a previously described algorithm, and in comparison with manual grading. METHODS Efficacy of the alternative algorithms was assessed using a reference graded set of images from three screening centres in Scotland (1253 cases with observable/referable retinopathy and 6333 individua...
متن کاملCase for Automated Detection of Diabetic Retinopathy
Diabetic retinopathy, an eye disorder caused by diabetes, is the primary cause of blindness in America and over 99% of cases in India. India and China currently account for over 90 million diabetic patients and are on the verge of an explosion of diabetic populations. This may result in an unprecedented number of persons becoming blind unless diabetic retinopathy can be detected early. Aravind ...
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ژورنال
عنوان ژورنال: Scientific Data
سال: 2020
ISSN: 2052-4463
DOI: 10.1038/s41597-020-00755-0