[HTML][HTML] Literature review on artificial intelligence methods for glaucoma screening, segmentation, and classification
Artificial intelligence techniques are now being applied in different medical solutions ranging
from disease screening to activity recognition and computer-aided diagnosis. The …
from disease screening to activity recognition and computer-aided diagnosis. The …
[HTML][HTML] Glaucoma detection in retinal fundus images using U-Net and supervised machine learning algorithms
R Shinde - Intelligence-Based Medicine, 2021 - Elsevier
Background and objective Glaucoma is a neuro-degenerative eye disease developed due
to an increase in the Intra-ocular Pressure inside the retina. Being the second largest cause …
to an increase in the Intra-ocular Pressure inside the retina. Being the second largest cause …
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 …
[HTML][HTML] A comprehensive review of methods and equipment for aiding automatic glaucoma tracking
Glaucoma is a chronic optic neuropathy characterized by irreversible damage to the retinal
nerve fiber layer (RNFL), resulting in changes in the visual field (VC). Glaucoma screening is …
nerve fiber layer (RNFL), resulting in changes in the visual field (VC). Glaucoma screening is …
The use of U-Net lite and Extreme Gradient Boost (XGB) for glaucoma detection
OJ Afolabi, GP Mabuza-Hocquet… - IEEE …, 2021 - ieeexplore.ieee.org
Glaucoma has been credited to be the foremost cause of preventable loss of sight in the
world second only to cataract. Its effect on the eye is usually irreversible and can only be …
world second only to cataract. Its effect on the eye is usually irreversible and can only be …
Segmentation of optic cup and disc for diagnosis of glaucoma on retinal fundus images
AO Joshua, FV Nelwamondo… - … Association of South …, 2019 - ieeexplore.ieee.org
Glaucoma has been attributed to be the leading cause of blindness in the world second only
to diabetic retinopathy. About 66.8 million people in the world have glaucoma and about 6.7 …
to diabetic retinopathy. About 66.8 million people in the world have glaucoma and about 6.7 …
Deep convolutional neural network-based patch classification for retinal nerve fiber layer defect detection in early glaucoma
Glaucoma is a progressive optic neuropathy characterized by peripheral visual field loss,
which is caused by degeneration of retinal nerve fibers. The peripheral vision loss due to …
which is caused by degeneration of retinal nerve fibers. The peripheral vision loss due to …
LAACNet: Lightweight adaptive activation convolution network-based defect detection on polished metal surfaces
Z Lv, Z Lu, K Xia, H Zuo, X Jia, H Li, Y Xu - Engineering Applications of …, 2024 - Elsevier
After the metal workpiece has been polished, there may still be small defects on the surface,
which will adversely affect the quality of the product and the service life and availability of the …
which will adversely affect the quality of the product and the service life and availability of the …
Towards developing an automated technique for glaucomatous image classification and diagnosis (AT-GICD) using neural networks
MP Karthikeyan, EA Mary Anita… - International Journal of …, 2023 - Springer
Glaucoma is the eye defect that has become the second leading cause of blindness
worldwide and also stated as incurable, may cause complete vision loss. The earlier …
worldwide and also stated as incurable, may cause complete vision loss. The earlier …
Hybrid features and optimization‐driven recurrent neural network for glaucoma detection
F Ajesh, R Ravi - International Journal of Imaging Systems and …, 2020 - Wiley Online Library
Glaucoma is considered as the main source of irrevocable loss of vision. The earlier
diagnosis of glaucoma is essential to provide earlier treatment and to reduce vision loss …
diagnosis of glaucoma is essential to provide earlier treatment and to reduce vision loss …