[HTML][HTML] Artificial intelligence in retina

U Schmidt-Erfurth, A Sadeghipour, BS Gerendas… - Progress in retinal and …, 2018 - Elsevier
Major advances in diagnostic technologies are offering unprecedented insight into the
condition of the retina and beyond ocular disease. Digital images providing millions of …

Deep learning in ophthalmology: the technical and clinical considerations

DSW Ting, L Peng, AV Varadarajan, PA Keane… - Progress in retinal and …, 2019 - Elsevier
The advent of computer graphic processing units, improvement in mathematical models and
availability of big data has allowed artificial intelligence (AI) using machine learning (ML) …

[HTML][HTML] Artificial Intelligence-based computer-aided diagnosis of glaucoma using retinal fundus images

A Haider, M Arsalan, MB Lee, M Owais… - Expert Systems with …, 2022 - Elsevier
Glaucoma is one of the most common chronic diseases that may lead to irreversible vision
loss. The number of patients with permanent vision loss due to glaucoma is expected to …

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 …

Automated segmentation of optic disc and optic cup for glaucoma assessment using improved UNET++ architecture

A Tulsani, P Kumar, S Pathan - Biocybernetics and Biomedical Engineering, 2021 - Elsevier
Glaucoma is one of the leading cause of blindness for over 60 million people around the
world. Since a cure for glaucoma doesn't yet exist, early screening and diagnosis become …

A (eye): a review of current applications of artificial intelligence and machine learning in ophthalmology

GW Armstrong, AC Lorch - International ophthalmology clinics, 2020 - journals.lww.com
Artificial intelligence (AI) is a branch of computer science that aims to enable computers to
perform human-like tasks. Although AI is a broad discipline, machine learning is a specific …

CDED-Net: Joint segmentation of optic disc and optic cup for glaucoma screening

M Tabassum, TM Khan, M Arsalan, SS Naqvi… - IEEE …, 2020 - ieeexplore.ieee.org
Glaucoma is an eye disease that can cause loss of vision by damaging the optic nerve. It is
the world's second leading cause of blindness after cataracts. Early diagnosis of glaucoma …

[HTML][HTML] Clinical applications of artificial intelligence in glaucoma

S Yousefi - Journal of Ophthalmic & Vision Research, 2023 - ncbi.nlm.nih.gov
Ophthalmology is one of the major imaging-intensive fields of medicine and thus has
potential for extensive applications of artificial intelligence (AI) to advance diagnosis, drug …

Direct cup-to-disc ratio estimation for glaucoma screening via semi-supervised learning

R Zhao, X Chen, X Liu, Z Chen… - IEEE journal of …, 2019 - ieeexplore.ieee.org
Glaucoma is a chronic eye disease that leads to irreversible vision loss. The Cup-to-Disc
Ratio (CDR) serves as the most important indicator for glaucoma screening and plays a …

[HTML][HTML] Exploring deep feature-blending capabilities to assist glaucoma screening

A Haider, M Arsalan, C Park, H Sultan, KR Park - Applied Soft Computing, 2023 - Elsevier
Over the last three decades, computer vision has had a vital role in the healthcare sector by
providing soft computing-based robust and intelligent diagnostic solutions. Glaucoma is a …