A review on recent developments for detection of diabetic retinopathy
J Amin, M Sharif, M Yasmin - Scientifica, 2016 - Wiley Online Library
Diabetic retinopathy is caused by the retinal micro vasculature which may be formed as a
result of diabetes mellitus. Blindness may appear as a result of unchecked and severe cases …
result of diabetes mellitus. Blindness may appear as a result of unchecked and severe cases …
Survey on recent developments in automatic detection of diabetic retinopathy
A Bilal, G Sun, S Mazhar - Journal Français d'Ophtalmologie, 2021 - Elsevier
Diabetic retinopathy (DR) is a disease facilitated by the rapid spread of diabetes worldwide.
DR can blind diabetic individuals. Early detection of DR is essential to restoring vision and …
DR can blind diabetic individuals. Early detection of DR is essential to restoring vision and …
Addressing class imbalance in deep learning for small lesion detection on medical images
Deep learning methods utilizing Convolutional Neural Networks (CNNs) have led to
dramatic advances in automated understanding of medical images. However, in many …
dramatic advances in automated understanding of medical images. However, in many …
Automated detection of microaneurysms using scale-adapted blob analysis and semi-supervised learning
Despite several attempts, automated detection of microaneurysm (MA) from digital fundus
images still remains to be an open issue. This is due to the subtle nature of MAs against the …
images still remains to be an open issue. This is due to the subtle nature of MAs against the …
Ensemble based adaptive over-sampling method for imbalanced data learning in computer aided detection of microaneurysm
Diabetic retinopathy (DR) is a progressive disease, and its detection at an early stage is
crucial for saving a patient's vision. An automated screening system for DR can help in …
crucial for saving a patient's vision. An automated screening system for DR can help in …
Automatic detection of microaneurysms in colour fundus images for diabetic retinopathy screening
Regular eye screening is essential for the early detection and treatment of the diabetic
retinopathy. This paper presents a novel automatic screening system for diabetic retinopathy …
retinopathy. This paper presents a novel automatic screening system for diabetic retinopathy …
Automatic screening and classification of diabetic retinopathy fundus images
Eye screening is essential for the early detection and treatment of the diabetic retinopathy.
This paper presents an automatic screening system for diabetic retinopathy to be used in the …
This paper presents an automatic screening system for diabetic retinopathy to be used in the …
Image processing and machine learning techniques for diabetic retinopathy detection: a review
An effective automatic diagnosis and grading of diabetic retinopathy would be very useful in
the management of the diabetic retinopathy within the national health system. The detection …
the management of the diabetic retinopathy within the national health system. The detection …
Microaneurysms detection using a novel neighborhood analysis
I Soares, M Castelo-Branco… - Proceedings of the …, 2014 - pubs.lib.uiowa.edu
The earliest sign of the diabetic retinopathy is the appearance of small red dots in retinal
fundus images, designated by microaneurysms. In this paper a scale-space based method …
fundus images, designated by microaneurysms. In this paper a scale-space based method …
An efficient microaneurysms detection approach in retinal fundus images
Diabetic retinopathy (DR) is one of the retinal disorders and the leading cause of blindness
worldwide. Microaneurysms (MA) is the first clinical indication of DR, and the detection of MA …
worldwide. Microaneurysms (MA) is the first clinical indication of DR, and the detection of MA …