Matches in SemOpenAlex for { <https://semopenalex.org/work/W4285676372> ?p ?o ?g. }
- W4285676372 endingPage "103957" @default.
- W4285676372 startingPage "103957" @default.
- W4285676372 abstract "Wide-field retinal optical coherence tomography angiography (OCTA) usually suffers from low image resolution in clinical practice because of insufficient lateral sampling. In this study, we develop a deep-learning-based method named super-resolution angiogram reconstruction generative adversarial network (SAR-GAN) to enhance the en face OCTA image quality. A sophisticated home-made spectral-domain OCTA system is employed to capture the data of retinal angiograms with different scanning protocols. High-resolution 3 × 3 mm2 OCTA images and low-resolution (LR) 6 × 6 mm2 OCTA images are utilised in training the network. We propose an improved loss function for SAR-GAN for the reconstruction of perceptually enhanced super-resolution images. The well-trained network is utilized to processing the LR OCTA images with a field of view (FOV) of 3 × 3 mm2, 6 × 6 mm2 and as large as 9 × 9 mm2. The qualitative and quantitative comparisons show that SAR-GAN provides perceptually better visualization and significantly enhances the image quality in terms of noise intensity, contrast-to-noise ratio and vessel connectivity. Moreover, it demonstrates superior image enhancement for retinal OCTA with small or large FOVs, compared with other traditional and deep-learning based methods. The SAR-GAN has great potential to improve the clinical assessment by wide-field OCTA." @default.
- W4285676372 created "2022-07-17" @default.
- W4285676372 creator A5006601393 @default.
- W4285676372 creator A5030491381 @default.
- W4285676372 creator A5036804926 @default.
- W4285676372 creator A5043276696 @default.
- W4285676372 creator A5058816670 @default.
- W4285676372 creator A5064158500 @default.
- W4285676372 creator A5064829926 @default.
- W4285676372 creator A5066389939 @default.
- W4285676372 creator A5072655145 @default.
- W4285676372 creator A5075293545 @default.
- W4285676372 creator A5087457554 @default.
- W4285676372 date "2022-09-01" @default.
- W4285676372 modified "2023-09-24" @default.
- W4285676372 title "Image enhancement of wide-field retinal optical coherence tomography angiography by super-resolution angiogram reconstruction generative adversarial network" @default.
- W4285676372 cites W1178013299 @default.
- W4285676372 cites W1885185971 @default.
- W4285676372 cites W1967402262 @default.
- W4285676372 cites W1969664442 @default.
- W4285676372 cites W1982517393 @default.
- W4285676372 cites W1986345080 @default.
- W4285676372 cites W1987296413 @default.
- W4285676372 cites W2001031864 @default.
- W4285676372 cites W2018923669 @default.
- W4285676372 cites W2034529611 @default.
- W4285676372 cites W2060340323 @default.
- W4285676372 cites W2061273505 @default.
- W4285676372 cites W2068592404 @default.
- W4285676372 cites W2104674704 @default.
- W4285676372 cites W2161920458 @default.
- W4285676372 cites W2497382215 @default.
- W4285676372 cites W2509032451 @default.
- W4285676372 cites W2568670116 @default.
- W4285676372 cites W2587541477 @default.
- W4285676372 cites W2592399093 @default.
- W4285676372 cites W2620039506 @default.
- W4285676372 cites W2775636951 @default.
- W4285676372 cites W2782618755 @default.
- W4285676372 cites W2802368477 @default.
- W4285676372 cites W2806783021 @default.
- W4285676372 cites W2895460990 @default.
- W4285676372 cites W2905349048 @default.
- W4285676372 cites W2937484554 @default.
- W4285676372 cites W2951908364 @default.
- W4285676372 cites W2958659987 @default.
- W4285676372 cites W2974844314 @default.
- W4285676372 cites W3000600153 @default.
- W4285676372 cites W3026560046 @default.
- W4285676372 cites W3028361198 @default.
- W4285676372 cites W3043824337 @default.
- W4285676372 cites W3084852986 @default.
- W4285676372 cites W3091889996 @default.
- W4285676372 cites W3096831136 @default.
- W4285676372 cites W3106995119 @default.
- W4285676372 cites W3130107790 @default.
- W4285676372 cites W3158309027 @default.
- W4285676372 doi "https://doi.org/10.1016/j.bspc.2022.103957" @default.
- W4285676372 hasPublicationYear "2022" @default.
- W4285676372 type Work @default.
- W4285676372 citedByCount "3" @default.
- W4285676372 countsByYear W42856763722023 @default.
- W4285676372 crossrefType "journal-article" @default.
- W4285676372 hasAuthorship W4285676372A5006601393 @default.
- W4285676372 hasAuthorship W4285676372A5030491381 @default.
- W4285676372 hasAuthorship W4285676372A5036804926 @default.
- W4285676372 hasAuthorship W4285676372A5043276696 @default.
- W4285676372 hasAuthorship W4285676372A5058816670 @default.
- W4285676372 hasAuthorship W4285676372A5064158500 @default.
- W4285676372 hasAuthorship W4285676372A5064829926 @default.
- W4285676372 hasAuthorship W4285676372A5066389939 @default.
- W4285676372 hasAuthorship W4285676372A5072655145 @default.
- W4285676372 hasAuthorship W4285676372A5075293545 @default.
- W4285676372 hasAuthorship W4285676372A5087457554 @default.
- W4285676372 hasConcept C108583219 @default.
- W4285676372 hasConcept C115961682 @default.
- W4285676372 hasConcept C120665830 @default.
- W4285676372 hasConcept C121332964 @default.
- W4285676372 hasConcept C141379421 @default.
- W4285676372 hasConcept C144024400 @default.
- W4285676372 hasConcept C154945302 @default.
- W4285676372 hasConcept C205372480 @default.
- W4285676372 hasConcept C2778818243 @default.
- W4285676372 hasConcept C2779304628 @default.
- W4285676372 hasConcept C2781181686 @default.
- W4285676372 hasConcept C2988773926 @default.
- W4285676372 hasConcept C31972630 @default.
- W4285676372 hasConcept C36289849 @default.
- W4285676372 hasConcept C41008148 @default.
- W4285676372 hasConcept C55020928 @default.
- W4285676372 hasConcept C62520636 @default.
- W4285676372 hasConceptScore W4285676372C108583219 @default.
- W4285676372 hasConceptScore W4285676372C115961682 @default.
- W4285676372 hasConceptScore W4285676372C120665830 @default.
- W4285676372 hasConceptScore W4285676372C121332964 @default.
- W4285676372 hasConceptScore W4285676372C141379421 @default.
- W4285676372 hasConceptScore W4285676372C144024400 @default.
- W4285676372 hasConceptScore W4285676372C154945302 @default.