Please use this identifier to cite or link to this item: https://hdl.handle.net/10316/104547
Title: Comparison of Different Metrics for the Identification of Vascular Changes in Diabetic Retinopathy Using OCTA
Authors: Mendes, Luís 
Marques, Inês P. 
Cunha-Vaz, José 
Keywords: OCTA; diabetes; retina; retinopathy; vascular
Issue Date: 2021
Publisher: Frontiers Media S.A.
Serial title, monograph or event: Frontiers in Neuroscience
Volume: 15
Abstract: Retinal vessel metrics identifying microvascular changes such as vessel closure (VC) have shown potential clinical value by identifying eyes with diabetic retinopathy (DR) at different severity levels and at increased risk for disease progression to more severe stages. We compare the performance of 11 different metrics, which include 2 metrics supplied by the manufacturer, based on OCTA for identification of VC in different Early Treatment for Diabetic Retinopathy Study (ETDRS) severity groups. OCTA en-face slabs from 84 healthy eyes (70 ± 4.8 years) and 78 eyes of diabetic individuals (67 ± 7.5 years) were processed using different methods that include abnormal intercapillary spaces (AIS), vessel density (VD), and nine metrics extracted from the en-face slab. The best separation between the eyes with DR and the control group was obtained in the superficial capillary plexus (SCP), with the full retina (FR) also performing well. In the SCP, the metrics that show better performance were the AIS and the VD with a value of area under curve (AUC) equal to 0.89 [95% CI 0.84-0.94] and 0.85 [95% CI 0.79-0.91], respectively, indicating that the VD metric supported by the manufacturer is satisfactory. The values of these metrics on the different ETDRS groups show a progressive increase in VC, which is correlated with disease severity.
URI: https://hdl.handle.net/10316/104547
ISSN: 1662-4548
DOI: 10.3389/fnins.2021.755730
Rights: openAccess
Appears in Collections:I&D CIBIT - Artigos em Revistas Internacionais
I&D ICBR - Artigos em Revistas Internacionais

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