Matches in SemOpenAlex for { <https://semopenalex.org/work/W4384405705> ?p ?o ?g. }
- W4384405705 endingPage "761" @default.
- W4384405705 startingPage "747" @default.
- W4384405705 abstract "Major retinopathies can differentially impact the arteries and veins. Traditional fundus photography provides limited resolution for visualizing retinal vascular details. Optical coherence tomography (OCT) can provide improved resolution for retinal imaging. However, it cannot discern capillary-level structures due to the limited image contrast. As a functional extension of OCT modality, optical coherence tomography angiography (OCTA) is a non-invasive, label-free method for enhanced contrast visualization of retinal vasculatures at the capillary level. Recently differential artery-vein (AV) analysis in OCTA has been demonstrated to improve the sensitivity for staging of retinopathies. Therefore, AV classification is an essential step for disease detection and diagnosis. However, current methods for AV classification in OCTA have employed multiple imagers, that is, fundus photography and OCT, and complex algorithms, thereby making it difficult for clinical deployment. On the contrary, deep learning (DL) algorithms may be able to reduce computational complexity and automate AV classification. In this article, we summarize traditional AV classification methods, recent DL methods for AV classification in OCTA, and discuss methods for interpretability in DL models." @default.
- W4384405705 created "2023-07-16" @default.
- W4384405705 creator A5016491389 @default.
- W4384405705 creator A5019750134 @default.
- W4384405705 creator A5026099175 @default.
- W4384405705 creator A5031862185 @default.
- W4384405705 creator A5035282432 @default.
- W4384405705 creator A5075082923 @default.
- W4384405705 creator A5090575843 @default.
- W4384405705 date "2023-05-01" @default.
- W4384405705 modified "2023-10-14" @default.
- W4384405705 title "Deep learning for artery–vein classification in optical coherence tomography angiography" @default.
- W4384405705 cites W1577487871 @default.
- W4384405705 cites W2030521531 @default.
- W4384405705 cites W2087898657 @default.
- W4384405705 cites W2138178898 @default.
- W4384405705 cites W2290011308 @default.
- W4384405705 cites W2408905170 @default.
- W4384405705 cites W2589074029 @default.
- W4384405705 cites W2788633781 @default.
- W4384405705 cites W2801728397 @default.
- W4384405705 cites W2896997913 @default.
- W4384405705 cites W2920807903 @default.
- W4384405705 cites W2923761380 @default.
- W4384405705 cites W2924517267 @default.
- W4384405705 cites W2946037109 @default.
- W4384405705 cites W2968318784 @default.
- W4384405705 cites W2980615060 @default.
- W4384405705 cites W2984511630 @default.
- W4384405705 cites W3015711121 @default.
- W4384405705 cites W3045215429 @default.
- W4384405705 cites W3068821485 @default.
- W4384405705 cites W3087738047 @default.
- W4384405705 cites W3110968197 @default.
- W4384405705 cites W3204266507 @default.
- W4384405705 cites W4211243809 @default.
- W4384405705 cites W4221070533 @default.
- W4384405705 cites W4224438107 @default.
- W4384405705 cites W4234832863 @default.
- W4384405705 cites W4283769356 @default.
- W4384405705 cites W4291777774 @default.
- W4384405705 cites W4306168131 @default.
- W4384405705 cites W4362601910 @default.
- W4384405705 cites W4366158278 @default.
- W4384405705 doi "https://doi.org/10.1177/15353702231181182" @default.
- W4384405705 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37452729" @default.
- W4384405705 hasPublicationYear "2023" @default.
- W4384405705 type Work @default.
- W4384405705 citedByCount "0" @default.
- W4384405705 crossrefType "journal-article" @default.
- W4384405705 hasAuthorship W4384405705A5016491389 @default.
- W4384405705 hasAuthorship W4384405705A5019750134 @default.
- W4384405705 hasAuthorship W4384405705A5026099175 @default.
- W4384405705 hasAuthorship W4384405705A5031862185 @default.
- W4384405705 hasAuthorship W4384405705A5035282432 @default.
- W4384405705 hasAuthorship W4384405705A5075082923 @default.
- W4384405705 hasAuthorship W4384405705A5090575843 @default.
- W4384405705 hasConcept C118487528 @default.
- W4384405705 hasConcept C126838900 @default.
- W4384405705 hasConcept C154945302 @default.
- W4384405705 hasConcept C2776391266 @default.
- W4384405705 hasConcept C2776474195 @default.
- W4384405705 hasConcept C2776502983 @default.
- W4384405705 hasConcept C2778818243 @default.
- W4384405705 hasConcept C2780248432 @default.
- W4384405705 hasConcept C2780643987 @default.
- W4384405705 hasConcept C2780827179 @default.
- W4384405705 hasConcept C2910707947 @default.
- W4384405705 hasConcept C2985858981 @default.
- W4384405705 hasConcept C41008148 @default.
- W4384405705 hasConcept C71924100 @default.
- W4384405705 hasConceptScore W4384405705C118487528 @default.
- W4384405705 hasConceptScore W4384405705C126838900 @default.
- W4384405705 hasConceptScore W4384405705C154945302 @default.
- W4384405705 hasConceptScore W4384405705C2776391266 @default.
- W4384405705 hasConceptScore W4384405705C2776474195 @default.
- W4384405705 hasConceptScore W4384405705C2776502983 @default.
- W4384405705 hasConceptScore W4384405705C2778818243 @default.
- W4384405705 hasConceptScore W4384405705C2780248432 @default.
- W4384405705 hasConceptScore W4384405705C2780643987 @default.
- W4384405705 hasConceptScore W4384405705C2780827179 @default.
- W4384405705 hasConceptScore W4384405705C2910707947 @default.
- W4384405705 hasConceptScore W4384405705C2985858981 @default.
- W4384405705 hasConceptScore W4384405705C41008148 @default.
- W4384405705 hasConceptScore W4384405705C71924100 @default.
- W4384405705 hasFunder F4320306811 @default.
- W4384405705 hasFunder F4320337350 @default.
- W4384405705 hasIssue "9" @default.
- W4384405705 hasLocation W43844057051 @default.
- W4384405705 hasLocation W43844057052 @default.
- W4384405705 hasOpenAccess W4384405705 @default.
- W4384405705 hasPrimaryLocation W43844057051 @default.
- W4384405705 hasRelatedWork W1009099543 @default.
- W4384405705 hasRelatedWork W1189843033 @default.
- W4384405705 hasRelatedWork W2049524573 @default.
- W4384405705 hasRelatedWork W2351416784 @default.
- W4384405705 hasRelatedWork W2368477184 @default.
- W4384405705 hasRelatedWork W3120863812 @default.