Stitched vision transformer for age-related macular degeneration detection using retinal optical coherence tomography images

MM Azizi, S Abhari, H Sajedi - Plos one, 2024 - journals.plos.org
Age-related macular degeneration (AMD) is an eye disease that leads to the deterioration of
the central vision area of the eye and can gradually result in vision loss in elderly …

Integration of Optical Coherence Tomography Images and Real‐Life Clinical Data for Deep Learning Modeling: A Unified Approach in Prognostication of Diabetic …

ME Atik, İ Kocak, N Sayin, SE Bayramoglu… - Journal of …, 2024 - Wiley Online Library
The primary ocular effect of diabetes is diabetic retinopathy (DR), which is associated with
diabetic microangiopathy. Diabetic macular edema (DME) can cause vision loss for people …

Detection of Multi-Class Multi-Label Ophthalmological Diseases in Retinal Fundus Images Using Machine Learning

PT Karule, SB Bhele, P Palsodkar… - … on Innovations and …, 2024 - ieeexplore.ieee.org
Multi-disease diagnosis of fundus image is a great challenge even though sophisticated
computer-aided tools are available and ophthalmologist experience is to par. Clinical tests …

DeepRetNet: retinal disease classification using attention UNet++ based segmentation and optimized deep learning technique

W Nancy, RR Prianka, R Porselvi, AR JT - 2023 - researchsquare.com
Human eyesight depends significantly on retinal tissue. The loss of eyesight may result from
infections of the retinal tissue that are treated slowly or not at all. Furthermore, when a large …

A fusion of deep neural networks and game theory for retinal disease diagnosis with OCT images

SV Priyana, RV Kumarb, C Moorthyc… - Journal of X-Ray …, 2024 - content.iospress.com
Retinal disorders pose a serious threat to world healthcare because they frequently result in
visual loss or impairment. For retinal disorders to be diagnosed precisely, treated …

Enhancing OCT Image Classification for Retinal Disease Diagnosis: A Novel Approach Using Squeeze-and-Excitation ResNet

Y Mori, N Modi - 2024 IEEE 3rd World Conference on Applied …, 2024 - ieeexplore.ieee.org
Millions of individuals are projected to be impacted by age-related macular degeneration
(AMD), which is the primary cause of visual loss. Conversely, only a few number of highly …

A fusion of deep neural networks and game theory for retinal disease diagnosis with OCT images

S Vishnu Priyan, R Vinod Kumar, C Moorthy… - Journal of X-Ray … - content.iospress.com
Retinal disorders pose a serious threat to world healthcare because they frequently result in
visual loss or impairment. For retinal disorders to be diagnosed precisely, treated …