Computer aided diagnosis of diabetic macular edema in retinal fundus and OCT images: A review

KC Pavithra, P Kumar, M Geetha… - Biocybernetics and …, 2023 - Elsevier
Abstract Diabetic Macular Edema (DME) is a potentially blinding consequence of Diabetic
Retinopathy (DR) as well as the leading cause of vision loss in diabetics. DME is …

Deep learning based joint segmentation and characterization of multi-class retinal fluid lesions on OCT scans for clinical use in anti-VEGF therapy

B Hassan, S Qin, R Ahmed, T Hassan… - Computers in Biology …, 2021 - Elsevier
Background In anti-vascular endothelial growth factor (anti-VEGF) therapy, an accurate
estimation of multi-class retinal fluid (MRF) is required for the activity prescription and …

A review on texture-based methods for anomaly detection in retinal optical coherence tomography images

M Monemian, M Irajpour, H Rabbani - Optik, 2023 - Elsevier
Retina is an important body organ responsible for human vision. There are many important
retinal diseases which may damage the vision and even cause blindness. Optical …

[HTML][HTML] End-to-end multi-task learning approaches for the joint epiretinal membrane segmentation and screening in OCT images

M Gende, J de Moura, J Novo, M Ortega - Computerized Medical Imaging …, 2022 - Elsevier
Abstract Background and objectives The Epiretinal Membrane (ERM) is an ocular disease
that can cause visual distortions and irreversible vision loss. Patient sight preservation relies …

Wavelet-based selection-and-recalibration network for Parkinson's disease screening in OCT images

J Huang, X Zhang, R Jin, T Xu, Z Jin, M Shen… - Computer Methods and …, 2024 - Elsevier
Abstract Background and Objective: Parkinson's disease (PD) is one of the most prevalent
neurodegenerative brain diseases worldwide. Therefore, accurate PD screening is crucial …

CDC-Net: Cascaded decoupled convolutional network for lesion-assisted detection and grading of retinopathy using optical coherence tomography (OCT) scans

B Hassan, S Qin, T Hassan, MU Akram… - … Signal Processing and …, 2021 - Elsevier
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 …

DME-DeepLabV3+: a lightweight model for diabetic macular edema extraction based on DeepLabV3+ architecture

Y Bai, J Li, L Shi, Q Jiang, B Yan, Z Wang - Frontiers in Medicine, 2023 - frontiersin.org
Introduction Diabetic macular edema (DME) is a major cause of vision impairment in the
patients with diabetes. Optical Coherence Tomography (OCT) is an important ophthalmic …

Angular contrastive distillation driven self-supervised scanner independent screening and grading of retinopathy

T Hassan, Z Li, MU Akram, I Hussain, K Khalaf… - Information …, 2023 - Elsevier
Retinopathy is a group of retinal diseases that causes severe retinal damage, resulting in
partial visual impairment or complete vision loss. Due to the capability of optical coherence …

Diabetic macular edema characterization and visualization using optical coherence tomography images

PL Vidal, J de Moura, M Díaz, J Novo, M Ortega - Applied Sciences, 2020 - mdpi.com
Diabetic Retinopathy and Diabetic Macular Edema (DME) represent one of the main causes
of blindness in developed countries. They are characterized by fluid deposits in the retinal …

Automated evaluation of retinal hyperreflective foci changes in diabetic macular edema patients before and after intravitreal injection

X Wang, Y Zhang, Y Ma, WR Kwapong, J Ying… - Frontiers in …, 2023 - frontiersin.org
Purpose Fast and automated reconstruction of retinal hyperreflective foci (HRF) is of great
importance for many eye-related disease understanding. In this paper, we introduced a new …