Computer-aided diagnosis of glaucoma using fundus images: A review
Background and objectives Glaucoma is an eye condition which leads to permanent
blindness when the disease progresses to an advanced stage. It occurs due to inappropriate …
blindness when the disease progresses to an advanced stage. It occurs due to inappropriate …
Deep learning in medical imaging: A brief review
S Serte, A Serener, F Al‐Turjman - Transactions on Emerging …, 2022 - Wiley Online Library
Researchers have used deep learning methods for a human level or better disease
identification and detection. This paper reports, in brief, the recent work in deep learning …
identification and detection. This paper reports, in brief, the recent work in deep learning …
Deep convolution neural network for accurate diagnosis of glaucoma using digital fundus images
Glaucoma progressively affects the optic nerve and may cause partial or complete vision
loss. Raised intravascular pressure is the only factor which can be modified to prevent …
loss. Raised intravascular pressure is the only factor which can be modified to prevent …
Disc-aware ensemble network for glaucoma screening from fundus image
Glaucoma is a chronic eye disease that leads to irreversible vision loss. Most of the existing
automatic screening methods first segment the main structure and subsequently calculate …
automatic screening methods first segment the main structure and subsequently calculate …
Automated diagnosis of glaucoma using empirical wavelet transform and correntropy features extracted from fundus images
S Maheshwari, RB Pachori… - IEEE journal of …, 2016 - ieeexplore.ieee.org
Glaucoma is an ocular disorder caused due to increased fluid pressure in the optic nerve. It
damages the optic nerve and subsequently causes loss of vision. The available scanning …
damages the optic nerve and subsequently causes loss of vision. The available scanning …
Automatic diagnosis of glaucoma using two-dimensional Fourier-Bessel series expansion based empirical wavelet transform
PK Chaudhary, RB Pachori - Biomedical Signal Processing and Control, 2021 - Elsevier
Glaucoma is an eye disease in which fluid within the eye rises and puts pressure on optic
nerves. This fluid pressure slowly damages the optic nerves, and if it is left untreated, it may …
nerves. This fluid pressure slowly damages the optic nerves, and if it is left untreated, it may …
Glaucoma diagnosis based on both hidden features and domain knowledge through deep learning models
Y Chai, H Liu, J Xu - Knowledge-Based Systems, 2018 - Elsevier
Glaucoma is one of the leading causes of blindness in the world and there is no cure for it
yet. But it is very meaningful to detect it early as earlier detection makes it possible to stop …
yet. But it is very meaningful to detect it early as earlier detection makes it possible to stop …
[HTML][HTML] Machine learning applied to retinal image processing for glaucoma detection: review and perspective
Introduction This is a systematic review on the main algorithms using machine learning (ML)
in retinal image processing for glaucoma diagnosis and detection. ML has proven to be a …
in retinal image processing for glaucoma diagnosis and detection. ML has proven to be a …
[HTML][HTML] 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 …
Survey on segmentation and classification approaches of optic cup and optic disc for diagnosis of glaucoma
Over the past years, use of the retinal fundus images has increased for diagnosis of retinal
diseases. Glaucoma is a disease which causes damage to the optic nerve of the eye …
diseases. Glaucoma is a disease which causes damage to the optic nerve of the eye …