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A Reliable Criterion for the Correct Delimitation of the Foveal Avascular Zone in Diabetic Patients

Background: Manual segmentation of the Foveal Avascular Zone (FAZ) has a high level of variability. Research into retinas needs coherent segmentation sets with low variability. Methods: Retinal optical coherence tomography angiography (OCTA) images from type-1 diabetes mellitus (DM1), type-2 diabete...

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Autores principales: Fernández-Espinosa, Guisela, Ruiz-Tabuenca, Carlos, Orduna-Hospital, Elvira, Pinilla, Isabel, Salgado-Remacha, Francisco J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10223277/
https://www.ncbi.nlm.nih.gov/pubmed/37240992
http://dx.doi.org/10.3390/jpm13050822
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author Fernández-Espinosa, Guisela
Ruiz-Tabuenca, Carlos
Orduna-Hospital, Elvira
Pinilla, Isabel
Salgado-Remacha, Francisco J.
author_facet Fernández-Espinosa, Guisela
Ruiz-Tabuenca, Carlos
Orduna-Hospital, Elvira
Pinilla, Isabel
Salgado-Remacha, Francisco J.
author_sort Fernández-Espinosa, Guisela
collection PubMed
description Background: Manual segmentation of the Foveal Avascular Zone (FAZ) has a high level of variability. Research into retinas needs coherent segmentation sets with low variability. Methods: Retinal optical coherence tomography angiography (OCTA) images from type-1 diabetes mellitus (DM1), type-2 diabetes mellitus (DM2) and healthy patients were included. Superficial (SCP) and deep (DCP) capillary plexus FAZs were manually segmented by different observers. After comparing the results, a new criterion was established to reduce variability in the segmentations. The FAZ area and acircularity were also studied. Results: The new segmentation criterion produces smaller areas (closer to the real FAZ) with lower variability than the different criteria of the explorers in both plexuses for the three groups. This was particularly noticeable for the DM2 group with damaged retinas. The acircularity values were also slightly reduced with the final criterion in all groups. The FAZ areas with lower values showed slightly higher acircularity values. We also have a consistent and coherent set of segmentations with which to continue our research. Conclusions: Manual segmentations of FAZ are generally carried out with little attention to the consistency of the measurements. A novel criterion for segmenting the FAZ allows segmentations made by different observers to be more similar.
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spelling pubmed-102232772023-05-28 A Reliable Criterion for the Correct Delimitation of the Foveal Avascular Zone in Diabetic Patients Fernández-Espinosa, Guisela Ruiz-Tabuenca, Carlos Orduna-Hospital, Elvira Pinilla, Isabel Salgado-Remacha, Francisco J. J Pers Med Article Background: Manual segmentation of the Foveal Avascular Zone (FAZ) has a high level of variability. Research into retinas needs coherent segmentation sets with low variability. Methods: Retinal optical coherence tomography angiography (OCTA) images from type-1 diabetes mellitus (DM1), type-2 diabetes mellitus (DM2) and healthy patients were included. Superficial (SCP) and deep (DCP) capillary plexus FAZs were manually segmented by different observers. After comparing the results, a new criterion was established to reduce variability in the segmentations. The FAZ area and acircularity were also studied. Results: The new segmentation criterion produces smaller areas (closer to the real FAZ) with lower variability than the different criteria of the explorers in both plexuses for the three groups. This was particularly noticeable for the DM2 group with damaged retinas. The acircularity values were also slightly reduced with the final criterion in all groups. The FAZ areas with lower values showed slightly higher acircularity values. We also have a consistent and coherent set of segmentations with which to continue our research. Conclusions: Manual segmentations of FAZ are generally carried out with little attention to the consistency of the measurements. A novel criterion for segmenting the FAZ allows segmentations made by different observers to be more similar. MDPI 2023-05-12 /pmc/articles/PMC10223277/ /pubmed/37240992 http://dx.doi.org/10.3390/jpm13050822 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Fernández-Espinosa, Guisela
Ruiz-Tabuenca, Carlos
Orduna-Hospital, Elvira
Pinilla, Isabel
Salgado-Remacha, Francisco J.
A Reliable Criterion for the Correct Delimitation of the Foveal Avascular Zone in Diabetic Patients
title A Reliable Criterion for the Correct Delimitation of the Foveal Avascular Zone in Diabetic Patients
title_full A Reliable Criterion for the Correct Delimitation of the Foveal Avascular Zone in Diabetic Patients
title_fullStr A Reliable Criterion for the Correct Delimitation of the Foveal Avascular Zone in Diabetic Patients
title_full_unstemmed A Reliable Criterion for the Correct Delimitation of the Foveal Avascular Zone in Diabetic Patients
title_short A Reliable Criterion for the Correct Delimitation of the Foveal Avascular Zone in Diabetic Patients
title_sort reliable criterion for the correct delimitation of the foveal avascular zone in diabetic patients
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10223277/
https://www.ncbi.nlm.nih.gov/pubmed/37240992
http://dx.doi.org/10.3390/jpm13050822
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