Computer-aided diagnosis of diabetic retinopathy: A review
Diabetes mellitus may cause alterations in the retinal microvasculature leading to diabetic
retinopathy. Unchecked, advanced diabetic retinopathy may lead to blindness. It can be …
retinopathy. Unchecked, advanced diabetic retinopathy may lead to blindness. It can be …
Automatic extraction of retinal features from colour retinal images for glaucoma diagnosis: a review
Glaucoma is a group of eye diseases that have common traits such as, high eye pressure,
damage to the Optic Nerve Head and gradual vision loss. It affects peripheral vision and …
damage to the Optic Nerve Head and gradual vision loss. It affects peripheral vision and …
DREAM: diabetic retinopathy analysis using machine learning
This paper presents a computer-aided screening system (DREAM) that analyzes fundus
images with varying illumination and fields of view, and generates a severity grade for …
images with varying illumination and fields of view, and generates a severity grade for …
[PDF][PDF] The diaretdb1 diabetic retinopathy database and evaluation protocol.
For a particularly long time, automatic diagnosis of diabetic retinopathy from digital fundus
images has been an active research topic in the medical image processing community. The …
images has been an active research topic in the medical image processing community. The …
Optic disc detection from normalized digital fundus images by means of a vessels' direction matched filter
Optic disc (OD) detection is a main step while develo** automated screening systems for
diabetic retinopathy. We present in this paper a method to automatically detect the position …
diabetic retinopathy. We present in this paper a method to automatically detect the position …
Identification of the optic nerve head with genetic algorithms
OBJECTIVE: This work proposes creating an automatic system to locate and segment the
optic nerve head (ONH) in eye fundus photographic images using genetic algorithms …
optic nerve head (ONH) in eye fundus photographic images using genetic algorithms …
[PDF][PDF] DIARETDB0: Evaluation database and methodology for diabetic retinopathy algorithms
T Kauppi, V Kalesnykiene, JK Kamarainen… - Machine Vision and …, 2006 - Citeseer
For a particularly long time, automatic diagnosis of diabetic retinopathy from digital fundus
images has been an active research topic in the medical image processing community. The …
images has been an active research topic in the medical image processing community. The …
Weak label based Bayesian U-Net for optic disc segmentation in fundus images
Fundus images have been widely used in routine examinations of ophthalmic diseases. For
some diseases, the pathological changes mainly occur around the optic disc area; therefore …
some diseases, the pathological changes mainly occur around the optic disc area; therefore …
Automated identification of diabetic retinopathy stages using digital fundus images
Diabetic retinopathy (DR) is caused by damage to the small blood vessels of the retina in the
posterior part of the eye of the diabetic patient. The main stages of diabetic retinopathy are …
posterior part of the eye of the diabetic patient. The main stages of diabetic retinopathy are …
Multiscale AM-FM methods for diabetic retinopathy lesion detection
In this paper, we propose the use of multiscale amplitude-modulation-frequency-modulation
(AM-FM) methods for discriminating between normal and pathological retinal images. The …
(AM-FM) methods for discriminating between normal and pathological retinal images. The …