Recent developments in detection of central serous retinopathy through imaging and artificial intelligence techniques–a review
Central Serous Retinopathy (CSR) or Central Serous Chorioretinopathy (CSC) is a
significant disease that causes blindness and vision loss among millions of people …
significant disease that causes blindness and vision loss among millions of people …
Automated segmentation and quantification of drusen in fundus and optical coherence tomography images for detection of ARMD
Age-related macular degeneration (ARMD) is one of the most common retinal syndromes
that occurs in elderly people. Different eye testing techniques such as fundus photography …
that occurs in elderly people. Different eye testing techniques such as fundus photography …
Automatic diabetic retinopathy grading system based on detecting multiple retinal lesions
E Abdelmaksoud, S El-Sappagh, S Barakat… - IEEE …, 2021 - ieeexplore.ieee.org
Multi-label classification (MLC) is considered an essential research subject in the computer
vision field, principally in medical image analysis. For this merit, we derive benefits from …
vision field, principally in medical image analysis. For this merit, we derive benefits from …
Clinically verified hybrid deep learning system for retinal ganglion cells aware grading of glaucomatous progression
Objective: Glaucoma is the second leading cause of blindness worldwide. Glaucomatous
progression can be easily monitored by analyzing the degeneration of retinal ganglion cells …
progression can be easily monitored by analyzing the degeneration of retinal ganglion cells …
Incremental cross-domain adaptation for robust retinopathy screening via Bayesian deep learning
Retinopathy represents a group of retinal diseases that, if not treated timely, can cause
severe visual impairments or even blindness. Many researchers have developed …
severe visual impairments or even blindness. Many researchers have developed …
Structure tensor based automated detection of macular edema and central serous retinopathy using optical coherence tomography images
Macular edema (ME) and central serous retinopathy (CSR) are two macular diseases that
affect the central vision of a person if they are left untreated. Optical coherence tomography …
affect the central vision of a person if they are left untreated. Optical coherence tomography …
Towards more efficient ophthalmic disease classification and lesion location via convolution transformer
Objective A retina optical coherence tomography (OCT) image differs from a traditional
image due to its significant speckle noise, irregularity, and inconspicuous features. A …
image due to its significant speckle noise, irregularity, and inconspicuous features. A …
Deep ensemble learning based objective grading of macular edema by extracting clinically significant findings from fused retinal imaging modalities
Macular edema (ME) is a retinal condition in which central vision of a patient is affected. ME
leads to accumulation of fluid in the surrounding macular region resulting in a swollen …
leads to accumulation of fluid in the surrounding macular region resulting in a swollen …
HyCAD-OCT: A hybrid computer-aided diagnosis of retinopathy by optical coherence tomography integrating machine learning and feature maps localization
MR Ibrahim, KM Fathalla, S M. Youssef - Applied Sciences, 2020 - mdpi.com
Optical Coherence Tomography (OCT) imaging has major advantages in effectively
identifying the presence of various ocular pathologies and detecting a wide range of …
identifying the presence of various ocular pathologies and detecting a wide range of …
CDC-Net: Cascaded decoupled convolutional network for lesion-assisted detection and grading of retinopathy using optical coherence tomography (OCT) scans
Retinopathy refers to any injury in the retinal region of the eye that can lead to distorted
vision or even blindness. The segmentation of retinal lesions or biomarkers is crucial for the …
vision or even blindness. The segmentation of retinal lesions or biomarkers is crucial for the …