Genetic algorithm based feature selection combined with dual classification for the automated detection of proliferative diabetic retinopathy
Proliferative diabetic retinopathy (PDR) is a condition that carries a high risk of severe visual
impairment. The hallmark of PDR is the growth of abnormal new vessels. In this paper, an …
impairment. The hallmark of PDR is the growth of abnormal new vessels. In this paper, an …
Detection of early signs of diabetic retinopathy based on textural and morphological information in fundus images
Estimated blind people in the world will exceed 40 million by 2025. To develop novel
algorithms based on fundus image descriptors that allow the automatic classification of …
algorithms based on fundus image descriptors that allow the automatic classification of …
Automated detection of proliferative diabetic retinopathy using a modified line operator and dual classification
Proliferative diabetic retinopathy (PDR) is a condition that carries a high risk of severe visual
impairment. The hallmark of PDR is neovascularisation, the growth of abnormal new …
impairment. The hallmark of PDR is neovascularisation, the growth of abnormal new …
[HTML][HTML] Neovascularization detection and localization in fundus images using deep learning
Proliferative Diabetic Retinopathy (PDR) is a severe retinal disease that threatens diabetic
patients. It is characterized by neovascularization in the retina and the optic disk. PDR …
patients. It is characterized by neovascularization in the retina and the optic disk. PDR …
Automated analysis of diabetic retinopathy images: principles, recent developments, and emerging trends
B Li, HK Li - Current diabetes reports, 2013 - Springer
Diabetic retinopathy (DR) is a vision-threatening complication of diabetes. Timely diagnosis
and intervention are essential for treatment that reduces the risk of vision loss. A good color …
and intervention are essential for treatment that reduces the risk of vision loss. A good color …
Machine learning based automatic neovascularization detection on optic disc region
S Yu, D **ao, Y Kanagasingam - IEEE journal of biomedical …, 2017 - ieeexplore.ieee.org
In this paper, the automatic detection of neovascularization in the optic disc region (NVD) for
color fundus retinal image is presented. NV is the indicator for the onset of proliferative …
color fundus retinal image is presented. NV is the indicator for the onset of proliferative …
Local characterization of neovascularization and identification of proliferative diabetic retinopathy in retinal fundus images
Neovascularization (NV) is a characteristic of the onset of sight-threatening stage of DR,
called proliferative DR (PDR). Identification of PDR requires modeling of these unregulated …
called proliferative DR (PDR). Identification of PDR requires modeling of these unregulated …
Detection of neovascularization based on fractal and texture analysis with interaction effects in diabetic retinopathy
J Lee, BCY Zee, Q Li - PloS one, 2013 - journals.plos.org
Diabetic retinopathy is a major cause of blindness. Proliferative diabetic retinopathy is a
result of severe vascular complication and is visible as neovascularization of the retina …
result of severe vascular complication and is visible as neovascularization of the retina …
Machine learning identification of diabetic retinopathy from fundus images
N Gurudath, M Celenk, HB Riley - 2014 IEEE Signal Processing …, 2014 - ieeexplore.ieee.org
Diabetic retinopathy may potentially lead to blindness without early detection and treatment.
In this research, an approach to automate the identification of the presence of diabetic …
In this research, an approach to automate the identification of the presence of diabetic …
RETRACTED ARTICLE: A method of progression detection for glaucoma using K-means and the GLCM algorithm toward smart medical prediction
Diabetes mellitus is one of the leading medical issues, causing national financial weight and
low personal satisfaction. People with diabetes have an extended possibility of glaucoma …
low personal satisfaction. People with diabetes have an extended possibility of glaucoma …