Automated glaucoma screening and diagnosis based on retinal fundus images using deep learning approaches: A comprehensive review
Glaucoma is a chronic eye disease that may lead to permanent vision loss if it is not
diagnosed and treated at an early stage. The disease originates from an irregular behavior …
diagnosed and treated at an early stage. The disease originates from an irregular behavior …
A review on glaucoma disease detection using computerized techniques
Glaucoma is an incurable eye disease that leads to slow progressive degeneration of the
retina. It cannot be fully cured, however, its progression can be controlled in case of early …
retina. It cannot be fully cured, however, its progression can be controlled in case of early …
Glaucoma detection and classification using improved U-Net Deep Learning Model
Glaucoma is prominent in a variety of nations, with the United States and Europe being two
of the most famous. Glaucoma now affects around 78 million people throughout the world …
of the most famous. Glaucoma now affects around 78 million people throughout the world …
[HTML][HTML] End-to-end multi-task learning for simultaneous optic disc and cup segmentation and glaucoma classification in eye fundus images
The automated analysis of eye fundus images is crucial towards facilitating the screening
and early diagnosis of glaucoma. Nowadays, there are two common alternatives for the …
and early diagnosis of glaucoma. Nowadays, there are two common alternatives for the …
[HTML][HTML] A novel optic disc and optic cup segmentation technique to diagnose glaucoma using deep learning convolutional neural network over retinal fundus images
Glaucoma is currently leading retinal disease, which damages the eye because of the
Intraocular pressure (IOP) on the eye. If glaucoma is left untreated it will lead to vision loss …
Intraocular pressure (IOP) on the eye. If glaucoma is left untreated it will lead to vision loss …
Deep learning-based glaucoma detection with cropped optic cup and disc and blood vessel segmentation
MT Islam, ST Mashfu, A Faisal, SC Siam… - Ieee …, 2021 - ieeexplore.ieee.org
Glaucoma is an irreversible neurodegenerative disease, where intraocular hypertension is
developed due to the increased aqueous humor and blockage of the drainage system …
developed due to the increased aqueous humor and blockage of the drainage system …
Multi-stage glaucoma classification using pre-trained convolutional neural networks and voting-based classifier fusion
VK Velpula, LD Sharma - Frontiers in Physiology, 2023 - frontiersin.org
Aim: To design an automated glaucoma detection system for early detection of glaucoma
using fundus images. Background: Glaucoma is a serious eye problem that can cause vision …
using fundus images. Background: Glaucoma is a serious eye problem that can cause vision …
Emperor penguin optimization algorithm-and bacterial foraging optimization algorithm-based novel feature selection approach for glaucoma classification from fundus …
Feature selection is an important component of the machine learning domain, which selects
the ideal subset of characteristics relative to the target data by omitting irrelevant data. For a …
the ideal subset of characteristics relative to the target data by omitting irrelevant data. For a …
Segmentation and Classification of Glaucoma Using U‐Net with Deep Learning Model
Glaucoma is the second most common cause for blindness around the world and the third
most common in Europe and the USA. Around 78 million people are presently living with …
most common in Europe and the USA. Around 78 million people are presently living with …
Real-time glaucoma detection from digital fundus images using self-onns
Glaucoma leads to permanent vision disability by damaging the optical nerve that transmits
visual images to the brain. The fact that glaucoma does not show any symptoms as it …
visual images to the brain. The fact that glaucoma does not show any symptoms as it …