Classification of Diabetic Retinopathy Disease Levels by Extracting Topological Features Using Graph Neural Networks
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3279393
Abstract: Diabetic retinopathy happens due to damage in blood vessels and is the prominent reason for blindness worldwide. Clinical experts observe the fundus images to diagnose the disease, but it is often an error-prone and tedious… read more here.
Keywords: disease; retinopathy disease; classification diabetic; features using ... See more keywords
Fully automated geometric feature analysis in optical coherence tomography angiography for objective classification of diabetic retinopathy.
Sign Up to like & getrecommendations! Published in 2019 at "Biomedical optics express"
DOI: 10.1364/boe.10.002493
Abstract: This study is to establish quantitative features of vascular geometry in optical coherence tomography angiography (OCTA) and validate them for the objective classification of diabetic retinopathy (DR). Six geometric features, including total vessel branching angle… read more here.
Keywords: optical coherence; tomography angiography; classification diabetic; objective classification ... See more keywords