Fernández-Espinosa Guisela, Ruiz-Tabuenca Carlos, Orduna-Hospital Elvira, Pinilla Isabel, Salgado-Remacha Francisco J
Aragon Institute for Health Research (IIS Aragon), 50009 Zaragoza, Spain.
Departamento de Física Aplicada, Universidad de Zaragoza, 50009 Zaragoza, Spain.
J Pers Med. 2023 May 12;13(5):822. doi: 10.3390/jpm13050822.
Manual segmentation of the Foveal Avascular Zone (FAZ) has a high level of variability. Research into retinas needs coherent segmentation sets with low variability.
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.
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.
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.
黄斑无血管区(FAZ)的手动分割具有高度变异性。视网膜研究需要具有低变异性的连贯分割集。
纳入1型糖尿病(DM1)、2型糖尿病(DM2)患者及健康受试者的视网膜光学相干断层扫描血管造影(OCTA)图像。由不同观察者手动分割浅表毛细血管丛(SCP)和深层毛细血管丛(DCP)的FAZ。比较结果后,建立了一个新的标准以降低分割的变异性。还对FAZ面积和非圆度进行了研究。
对于三组患者,新的分割标准在两个毛细血管丛中产生的面积更小(更接近真实的FAZ),且变异性低于观察者的不同标准。这在视网膜受损的DM2组中尤为明显。所有组的最终标准下非圆度值也略有降低。较低值的FAZ面积显示出略高的非圆度值。我们还有一组连贯一致的分割结果可用于继续我们的研究。
FAZ的手动分割通常在进行时很少关注测量的一致性。一种新的FAZ分割标准可使不同观察者进行的分割更相似。