Deep learning techniques for diabetic retinopathy classification: A survey

MZ Atwany, AH Sahyoun, M Yaqub - IEEE Access, 2022 - ieeexplore.ieee.org
Diabetic Retinopathy (DR) is a degenerative disease that impacts the eyes and is a
consequence of Diabetes mellitus, where high blood glucose levels induce lesions on the …

[HTML][HTML] Diabetic retinopathy detection through deep learning techniques: A review

WL Alyoubi, WM Shalash, MF Abulkhair - Informatics in Medicine Unlocked, 2020 - Elsevier
Diabetic Retinopathy (DR) is a common complication of diabetes mellitus, which causes
lesions on the retina that effect vision. If it is not detected early, it can lead to blindness …

Capillary plexus anomalies in diabetic retinopathy on optical coherence tomography angiography

A Couturier, V Mané, S Bonnin, A Erginay, P Massin… - Retina, 2015 - journals.lww.com
Purpose: To analyze the foveal microvasculature in eyes with diabetic retinopathy (DR)
using optical coherence tomography angiography (OCTA) and fluorescein angiography …

[HTML][HTML] Adaptive optics imaging of the human retina

SA Burns, AE Elsner, KA Sapoznik, RL Warner… - Progress in retinal and …, 2019 - Elsevier
Adaptive Optics (AO) retinal imaging has provided revolutionary tools to scientists and
clinicians for studying retinal structure and function in the living eye. From animal models to …

Artificial intelligence velocimetry and microaneurysm-on-a-chip for three-dimensional analysis of blood flow in physiology and disease

S Cai, H Li, F Zheng, F Kong, M Dao… - Proceedings of the …, 2021 - National Acad Sciences
Understanding the mechanics of blood flow is necessary for developing insights into
mechanisms of physiology and vascular diseases in microcirculation. Given the limitations of …

Deep Learning-based prediction of Diabetic Retinopathy using CLAHE and ESRGAN for Enhancement

G Alwakid, W Gouda, M Humayun - Healthcare, 2023 - mdpi.com
Vision loss can be avoided if diabetic retinopathy (DR) is diagnosed and treated promptly.
The main five DR stages are none, moderate, mild, proliferate, and severe. In this study, a …

Optical coherence tomography angiography of diabetic retinopathy in human subjects

DR Matsunaga, JJ Yi, LO De Koo… - … Surgery, Lasers and …, 2015 - journals.healio.com
BACKGROUND AND OBJECTIVE: Optical coherence tomography angiography (OCTA) is a
novel, non-invasive OCT technique capable of imaging the retinal vasculature. This study …

Twenty-five years of clinical applications using adaptive optics ophthalmoscopy

JIW Morgan, TYP Chui, K Grieve - Biomedical Optics Express, 2022 - opg.optica.org
Twenty-five years ago, adaptive optics (AO) was combined with fundus photography,
thereby initiating a new era in the field of ophthalmic imaging. Since that time, clinical …

Optical coherence tomography angiography in diabetes and diabetic retinopathy

J Chua, R Sim, B Tan, D Wong, X Yao, X Liu… - Journal of Clinical …, 2020 - mdpi.com
Diabetic retinopathy (DR) is a common complication of diabetes mellitus that disrupts the
retinal microvasculature and is a leading cause of vision loss globally. Recently, optical …

[HTML][HTML] A review of adaptive optics optical coherence tomography: technical advances, scientific applications, and the future

RS Jonnal, OP Kocaoglu, RJ Zawadzki… - … & visual science, 2016 - jov.arvojournals.org
Purpose: Optical coherence tomography (OCT) has enabled “virtual biopsy” of the living
human retina, revolutionizing both basic retina research and clinical practice over the past …