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 …

Automatic Classification and Earlier Detection of Diabetic Retinopathy Using Deep Learning

A Murugan, B Ashok, M Dhanush… - 2023 9th International …, 2023 - ieeexplore.ieee.org
Glaucoma is among the most often occurring causes of irreversible visual loss. Based on
fundus images, numerous methods for automatic glaucoma detection have recently been …

Glaucoma assessment from color fundus images using convolutional neural network

P Elangovan, MK Nath - International Journal of Imaging …, 2021 - Wiley Online Library
Early detection and proper screening are essential to prevent vision loss due to glaucoma.
In recent years, convolutional neural network (CNN) has been successfully applied to the …

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 …

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 …

[HTML][HTML] Automatic diagnosis of glaucoma from retinal images using deep learning approach

A Shoukat, S Akbar, SA Hassan, S Iqbal, A Mehmood… - Diagnostics, 2023 - mdpi.com
Glaucoma is characterized by increased intraocular pressure and damage to the optic
nerve, which may result in irreversible blindness. The drastic effects of this disease can be …

GC-NET for classification of glaucoma in the retinal fundus image

M Juneja, N Thakur, S Thakur, A Uniyal, A Wani… - Machine Vision and …, 2020 - Springer
Glaucoma is the second-most dominant cause for irreversible blindness, resulting in
damage to the optic nerve. Ophthalmologist diagnoses this disease using a retinal …

[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 …

Glaucoma Detection using Fundus Image of the Retina

S Ramkumar, K Kathirvel, J Kiranprasath… - … Conference on Data …, 2023 - ieeexplore.ieee.org
Glaucoma is often regarded as the primary cause of irreversible visual loss. Early glaucoma
diagnosis is essential for effective treatment and the preservation of vision. Identifying …

Convolutional Neural Networks for Automated Glaucoma Detection: Performance and Limitations

A Bayyana, J Vemulapati, SH Bathula… - 2023 14th …, 2023 - ieeexplore.ieee.org
Glaucoma is a set of eye disorders that, if left untreated, can cause optic nerve damage,
resulting in vision loss and blindness. While glaucoma is often linked with high eye stress, it …