[HTML][HTML] The application of artificial intelligence in glaucoma diagnosis and prediction
L Zhang, L Tang, M Xia, G Cao - Frontiers in cell and developmental …, 2023 - frontiersin.org
Artificial intelligence is a multidisciplinary and collaborative science, the ability of deep
learning for image feature extraction and processing gives it a unique advantage in dealing …
learning for image feature extraction and processing gives it a unique advantage in dealing …
[HTML][HTML] On the analyses of medical images using traditional machine learning techniques and convolutional neural networks
Convolutional neural network (CNN) has shown dissuasive accomplishment on different
areas especially Object Detection, Segmentation, Reconstruction (2D and 3D), Information …
areas especially Object Detection, Segmentation, Reconstruction (2D and 3D), Information …
The AI Revolution in Glaucoma: Bridging Challenges with Opportunities
F Li, D Wang, Z Yang, Y Zhang, J Jiang, X Liu… - Progress in Retinal and …, 2024 - Elsevier
Recent advancements in artificial intelligence (AI) herald transformative potentials for
reshaping glaucoma clinical management, improving screening efficacy, sharpening …
reshaping glaucoma clinical management, improving screening efficacy, sharpening …
Unravelling the complexity of Optical Coherence Tomography image segmentation using machine and deep learning techniques: A review
Abstract Optical Coherence Tomography (OCT) is an emerging technology that provides
three-dimensional images of the microanatomy of biological tissue in-vivo and at micrometer …
three-dimensional images of the microanatomy of biological tissue in-vivo and at micrometer …
[HTML][HTML] Cataract and glaucoma detection based on Transfer Learning using MobileNet
SM Saqib, M Iqbal, MZ Asghar, T Mazhar, A Almogren… - Heliyon, 2024 - cell.com
A serious eye condition called cataracts can cause blindness. Early and accurate cataract
detection is the most effective method for reducing risk and averting blindness. The optic …
detection is the most effective method for reducing risk and averting blindness. The optic …
[HTML][HTML] Clinical Perspectives on the Use of Computer Vision in Glaucoma Screening
Glaucoma is one of the leading causes of irreversible blindness in the world. Early diagnosis
and treatment increase the chances of preserving vision. However, despite advances in …
and treatment increase the chances of preserving vision. However, despite advances in …
Computer vision for eye diseases detection using pre‐trained deep learning techniques and raspberry Pi
Early diagnosis of eye diseases is very important to prevent visual impairment and guide
appropriate treatment methods. This paper presents a unique approach that can detect …
appropriate treatment methods. This paper presents a unique approach that can detect …
A Vision Transformer Approach to Fundus Image Classification
Glaucoma is a condition that affects the optic nerve, with loss of retinal nerve fibers,
increased excavation of the optic nerve, and a progressive decrease in the visual field. It is …
increased excavation of the optic nerve, and a progressive decrease in the visual field. It is …
[PDF][PDF] SPLACH: Synthetic Private Learning through Annotated Concepts Hypothesis
M de Sousa Gandra - 2024 - repositorio-aberto.up.pt
Glaucoma is an eye disease that affects the retinal nerve and is one of the main causes of
irreversible blindness worldwide, affecting millions of individuals. Early diagnosis and …
irreversible blindness worldwide, affecting millions of individuals. Early diagnosis and …
A global review of publicly available image datasets for the anterior segment of the eye
M Niestrata, M Radia, J Jackson… - Journal of Cataract & …, 2022 - journals.lww.com
This study comprehensively reviewed publicly available image datasets for the anterior
segment, with a focus on cataract, refractive, and corneal surgery. The goal was to assess …
segment, with a focus on cataract, refractive, and corneal surgery. The goal was to assess …