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A comprehensive review of artificial intelligence models for screening major retinal diseases
This paper provides a systematic survey of artificial intelligence (AI) models that have been
proposed over the past decade to screen retinal diseases, which can cause severe visual …
proposed over the past decade to screen retinal diseases, which can cause severe visual …
A review of deep learning techniques for glaucoma detection
T Guergueb, MA Akhloufi - SN Computer Science, 2023 - Springer
Glaucoma is one of the major reasons for visual impairment all across the globe. The recent
advancements in machine learning techniques have greatly facilitated ophthalmologists in …
advancements in machine learning techniques have greatly facilitated ophthalmologists in …
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning
Background With the advancement of powerful image processing and machine learning
techniques, Computer Aided Diagnosis has become ever more prevalent in all fields of …
techniques, Computer Aided Diagnosis has become ever more prevalent in all fields of …
Automated detection of glaucoma using structural and non structural features
Glaucoma is a chronic disease often called “silent thief of sight” as it has no symptoms and if
not detected at an early stage it may cause permanent blindness. Glaucoma progression …
not detected at an early stage it may cause permanent blindness. Glaucoma progression …
A glaucoma detection using convolutional neural network
A Saxena, A Vyas, L Parashar… - … conference on electronics …, 2020 - ieeexplore.ieee.org
Glaucoma is a disease that relates to the vision of the human eye. This disease is
considered as the irreversible disease that results in the vision deterioration. Much deep …
considered as the irreversible disease that results in the vision deterioration. Much deep …
RETRACTED ARTICLE: An IoT based predictive modeling for Glaucoma detection in optical coherence tomography images using hybrid genetic algorithm
The primary cause of irreversible blindness due to glaucoma is a silent, progressive disease
with no noticeable symptoms. This eye disease gradually and rapidly damages the optic …
with no noticeable symptoms. This eye disease gradually and rapidly damages the optic …
Optimizing the early glaucoma detection from visual fields by combining preprocessing techniques and ensemble classifier with selection strategies
Artificial Intelligence is booming and many issues of research are being explored to improve
technical performance in health systems. But also making them suitable for targeted medical …
technical performance in health systems. But also making them suitable for targeted medical …
Introduction to machine learning for ophthalmologists
A Consejo, T Melcer, JJ Rozema - Seminars in ophthalmology, 2019 - Taylor & Francis
New diagnostic and imaging techniques generate such an incredible amount of data that it
is often a challenge to extract all information that could be possibly useful in clinical practice …
is often a challenge to extract all information that could be possibly useful in clinical practice …
Detection of Glaucoma using image processing techniques: A review
BN Kumar, RP Chauhan… - 2016 International …, 2016 - ieeexplore.ieee.org
This paper presents a succinct of different types of image processing methods employed for
the detection of Glaucoma, most lethal eye disease. Glaucoma affects the optic nerve as a …
the detection of Glaucoma, most lethal eye disease. Glaucoma affects the optic nerve as a …
An artificial intelligence-based smart system for early glaucoma recognition using OCT images
Glaucoma is a progressive and constant eye disease that leads to a deficiency of peripheral
vision and, at last, leads to irrevocable loss of vision. Detection and identification of …
vision and, at last, leads to irrevocable loss of vision. Detection and identification of …