An Open-source Image Analysis Toolbox for Quantitative Retinal Optical Coherence Tomography Angiography

被引:1
|
作者
Amirmoezzi Y. [1 ,2 ]
Ghofrani-Jahromi M. [3 ]
Parsaei H. [1 ,2 ]
Afarid M. [4 ]
Mohsenipoor N. [4 ]
机构
[1] Department of Medical Physics and Engineering, School of Medicine, Shiraz University of Medical Sciences, Shiraz
[2] Shiraz Neuroscience Research Center, Shiraz University of Medical Sci-ences, Shiraz
[3] Turner Institute for Brain and Mental Health, Monash University
[4] Poostchi Ophthalmology Research Center, Department of Ophthalmology, School of Medicine, Shiraz University of Medical Sciences, Shiraz
来源
关键词
Computer-Assisted Image Processing; Foveal Avascular Zone; OCTA; Optical Coherence Tomography; Optical Imaging; Quantitative OCTA; Retina; Retinal Vascular Density;
D O I
10.31661/jbpe.v0i0.2106-1349
中图分类号
学科分类号
摘要
Background: Qualitative and quantitative assessment of retinal perfusion using optical coherence tomography angiography (OCTA) has shown to be effective in the treatment and management of various retinal and optic nerve diseases. However, manual analyses of OCTA images to calculate metrics related to Foveal Avascular Zone (FAZ) morphology, and retinal vascular density and morphology are costly, time-consuming, subject to human error, and are exposed to both inter and intra operator variability. Objective: This study aimed to develop an open-source software framework for quantitative OCTA (QOCTA). Particularly, for analyzing OCTA images and measur-ing several indices describing microvascular morphology, vessel morphology, and FAZ morphology. Material and Methods: In this analytical study, we developed a toolbox or QOCTA using image processing algorithms provided in MATLAB. The software au-tomatically determines FAZ and measures several parameters related to both size and shape of FAZ including area, perimeter, Feret’s diameter circularity, axial ratio, round-ness, and solidity. The microvascular structure is derived from the processed image to estimate the vessel density (VD). To assess the reliability of the software, three inde-pendent operators measured the mentioned parameters for the eyes of 21 subjects. The consistency of the values was assessed using the intraclass correlation coefficient (ICC) index. Results: Excellent consistency was observed between the measurements completed for the superficial layer, ICC >0.9. For the deep layer, good reliability in the measurements was achieved, ICC >0.7. Conclusion: The developed software is reliable; hence, it can facilitate quantitative OCTA, further statistical comparison in cohort OCTA studies, and can assist with obtaining deeper insights into retinal variations in various populations. © 2024, Shiraz University of Medical Sciences. All rights reserved.
引用
收藏
页码:31 / 42
页数:11
相关论文
共 50 条
  • [31] Morphological changes in and quantitative analysis of macular retinal microvasculature by optical coherence tomography angiography in hypertensive retinopathy
    Liu, Yinhe
    Li, Jushuang
    Pan, Jian
    Wang, Yonghua
    Mao, Guangyun
    Jiang, Zipei
    HYPERTENSION RESEARCH, 2021, 44 (03) : 325 - 336
  • [32] Quantitative analysis on the hyaloid, retinal, and choroidal vessel development and regression using optical coherence tomography angiography
    Kim, Yongjoo
    Hong, Hye Kyoung
    Lee, Jingu
    Park, Jang Ryul
    Kim, Pilhan
    Woo, Se Joon
    Park, Kyu Hyung
    Oh, Wang-Yuhl
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2018, 59 (09)
  • [33] Morphological changes in and quantitative analysis of macular retinal microvasculature by optical coherence tomography angiography in hypertensive retinopathy
    Yinhe Liu
    Jushuang Li
    Jian Pan
    Yonghua Wang
    Guangyun Mao
    Zipei Jiang
    Hypertension Research, 2021, 44 : 325 - 336
  • [34] Optical Coherence Tomography Angiography Quantitative Analysis and Correlation with Visual Acuity in Branch Retinal Artery Occlusion
    Ansari, Waseem
    Rachitskaya, Aleksandra V.
    Modi, Yasha
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2017, 58 (08)
  • [35] Quantitative analysis of retinal microcirculation in children with hyperopic anisometropic amblyopia: an optical coherence tomography angiography study
    Doguizi, Sibel
    Yilmazoglu, Meltem
    Kiziltoprak, Hasan
    Sekeroglu, Mehmet Ali
    Yilmazbas, Pelin
    JOURNAL OF AAPOS, 2019, 23 (04): : 201 - 203
  • [36] Quantitative optical coherence tomography angiography: A review
    Yao, Xincheng
    Alam, Minhaj N.
    Le, David
    Toslak, Devrim
    EXPERIMENTAL BIOLOGY AND MEDICINE, 2020, 245 (04) : 301 - 312
  • [37] Towards quantitative analysis of retinal features in optical coherence tomography
    Baroni, Maurizio
    Fortunato, Pina
    La Torre, Agostino
    MEDICAL ENGINEERING & PHYSICS, 2007, 29 (04) : 432 - 441
  • [38] Retinal Microvascular Changes in Familial Hypercholesterolemia: Analysis with Swept-Source Optical Coherence Tomography Angiography
    Eid, Petra
    Arnould, Louis
    Gabrielle, Pierre-Henry
    Aho, Ludwig S.
    Farnier, Michel
    Creuzot-Garcher, Catherine
    Cottin, Yves
    JOURNAL OF PERSONALIZED MEDICINE, 2022, 12 (06):
  • [39] Advances in swept-source optical coherence tomography and optical coherence tomography angiography
    Zheng, Fang
    Deng, Xiaofeng
    Zhang, Qi
    He, Jingliang
    Ye, Panpan
    Liu, Shan
    Li, Peng
    Zhou, Jian
    Fang, Xiaoyun
    ADVANCES IN OPHTHALMOLOGY PRACTICE AND RESEARCH, 2023, 3 (02): : 67 - 79
  • [40] IMAGE ARTIFACTS IN OPTICAL COHERENCE TOMOGRAPHY ANGIOGRAPHY
    Spaide, Richard F.
    Fujimoto, James G.
    Waheed, Nadia K.
    RETINA-THE JOURNAL OF RETINAL AND VITREOUS DISEASES, 2015, 35 (11): : 2163 - 2180