[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 …

[HTML][HTML] On the analyses of medical images using traditional machine learning techniques and convolutional neural networks

S Iqbal, A N. Qureshi, J Li, T Mahmood - Archives of Computational …, 2023 - Springer
Convolutional neural network (CNN) has shown dissuasive accomplishment on different
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 …

Unravelling the complexity of Optical Coherence Tomography image segmentation using machine and deep learning techniques: A review

M Nawaz, A Uvaliyev, K Bibi, H Wei, SMD Abaxi… - … Medical Imaging and …, 2023 - Elsevier
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 …

[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 …

[HTML][HTML] Clinical Perspectives on the Use of Computer Vision in Glaucoma Screening

J Camara, A Cunha - Medicina, 2024 - mdpi.com
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 …

Computer vision for eye diseases detection using pre‐trained deep learning techniques and raspberry Pi

A Al‐Naji, GA Khalid, MF Mahmood… - The Journal of …, 2024 - Wiley Online Library
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 …

A Vision Transformer Approach to Fundus Image Classification

D Leite, J Camara, J Rodrigues, A Cunha - International Conference on …, 2023 - Springer
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 …

[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 …

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 …