Deployment of CNN on colour fundus images for the automatic detection of glaucoma

A Ghorui, S Chatterjee, R Makkar… - International Journal of …, 2023 - gigvvy.com
Detection of glaucoma has become critical, as it has arisen as the subsequent essential
driver of visual impairment, around the world. At present, most of the algorithms in use rely …

Automated Glaucoma Detection Using Deep Convolutional Neural Networks

S Singh, N Sambyal, A Aggarwal - 2023 - researchsquare.com
Glaucoma is a degenerative eye disease that affects the optic nerve. If untreated, it can lead
to irreversible vision loss and blindness. Early detection and treatment of glaucoma are …

[HTML][HTML] Identification of glaucoma from fundus images using deep learning techniques

S Ajitha, JD Akkara, MV Judy - Indian journal of ophthalmology, 2021 - journals.lww.com
Purpose: Glaucoma is one of the preeminent causes of incurable visual disability and
blindness across the world due to elevated intraocular pressure within the eyes. Accurate …

An Ensemble Learning Approach for Glaucoma Detection in Retinal Images

MM Mahdi, MA Mohammed, H Al-Chalibi… - Majlesi Journal of …, 2022 - mjee.isfahan.iau.ir
To stop vision loss from glaucoma, early identification and regular screening are crucial.
Convolutional neural networks (CNN) have been effectively used in recent years to …

En‐ConvNet: A novel approach for glaucoma detection from color fundus images using ensemble of deep convolutional neural networks

P Elangovan, MK Nath - International Journal of Imaging …, 2022 - Wiley Online Library
Glaucomatous optic neuropathy is the preeminent cause of incurable vision impairment and
blindness across the world. Manual interpretation of the pathological structures in fundus …

Automatic Glaucoma Detection from Fundus Images Using Deep Convolutional Neural Networks and Exploring Networks Behaviour Using Visualization Techniques

VK Velpula, LD Sharma - SN Computer Science, 2023 - Springer
Glaucoma is an irreversible eye disease due to increased intraocular pressure that
damages the optic nerve in the eye. It does not initially exhibit any symptoms. The effect is so …

[HTML][HTML] Widen the applicability of a convolutional neural-network-assisted glaucoma detection algorithm of limited training images across different datasets

YC Ko, WS Chen, HH Chen, TK Hsu, YC Chen, CJL Liu… - Biomedicines, 2022 - mdpi.com
Automated glaucoma detection using deep learning may increase the diagnostic rate of
glaucoma to prevent blindness, but generalizable models are currently unavailable despite …

[HTML][HTML] An adoptive threshold-based multi-level deep convolutional neural network for glaucoma eye disease detection and classification

M Aamir, M Irfan, T Ali, G Ali, A Shaf, A Al-Beshri… - Diagnostics, 2020 - mdpi.com
Glaucoma, an eye disease, occurs due to Retinal damages and it is an ordinary cause of
blindness. Most of the available examining procedures are too long and require manual …

Evaluating the performance of different convolutional neural networks in glaucoma detection

I Colleran, J Vignarajan, S Frost… - … Conference on Digital …, 2022 - ieeexplore.ieee.org
Glaucoma is a silent killer of eyesight that affects people of all ages. The loss of sight from
glaucoma is irreversible and usually gradual in nature, with treatments limited to slowing …

Experimental approach to identify the optimal deep CNN models to early detection of glaucoma from fundus CT-scan images

S Sumitha, S Gokila - 2023 7th International Conference on …, 2023 - ieeexplore.ieee.org
Glaucoma is an eye disorder that causes the optic nerve to be affected in glaucoma cause of
improved Intraocular fluid Pressure (IOP) in the eye. The only way to prevent blindness is to …