Automated measurement of iris surface smoothness using anterior segment optical coherence tomography

Abstract Fuchs uveitis (FU) is a chronic and often unilateral ocular inflammation and characteristic iris atrophic changes, other than heterochromia, are common in FU and are key to the correct diagnosis in many cases. With the advent of anterior segment optical coherence tomography (AS-OCT), some i...

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Main Authors: Mohammad Zarei, Tahereh Mahmoudi, Hamid Riazi-Esfahani, Behnam Mousavi, Nazanin Ebrahimiadib, Mehdi Yaseri, Elias Khalili Pour, Hossein Arabalibeik
Format: Article
Language:English
Published: Nature Publishing Group 2021-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-87954-w
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spelling doaj-097d3eec72a84e68a054ba211ed503152021-04-25T11:33:17ZengNature Publishing GroupScientific Reports2045-23222021-04-0111111110.1038/s41598-021-87954-wAutomated measurement of iris surface smoothness using anterior segment optical coherence tomographyMohammad Zarei0Tahereh Mahmoudi1Hamid Riazi-Esfahani2Behnam Mousavi3Nazanin Ebrahimiadib4Mehdi Yaseri5Elias Khalili Pour6Hossein Arabalibeik7Retina Service, Farabi Eye Hospital, Tehran University of Medical SciencesDepartment of Medical Physics and Biomedical Engineering, Tehran University of Medical Sciences and Research Center for Science and Technology in MedicineRetina Service, Farabi Eye Hospital, Tehran University of Medical SciencesDepartment of Medical Physics and Biomedical Engineering, Tehran University of Medical Sciences and Research Center for Science and Technology in MedicineRetina Service, Farabi Eye Hospital, Tehran University of Medical SciencesDepartment of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical SciencesRetina Service, Farabi Eye Hospital, Tehran University of Medical SciencesDepartment of Medical Physics and Biomedical Engineering, Tehran University of Medical Sciences and Research Center for Science and Technology in MedicineAbstract Fuchs uveitis (FU) is a chronic and often unilateral ocular inflammation and characteristic iris atrophic changes, other than heterochromia, are common in FU and are key to the correct diagnosis in many cases. With the advent of anterior segment optical coherence tomography (AS-OCT), some investigators attempted to quantitatively study these atrophic changes; mostly by introducing various methods to measure iris thickness in AS-OCT images. We aimed to present an automated method in an observational case series to measure the smoothness index (SI) of the iris surface in AS-OCT images. The ratio of the length of the straight line connecting the most peripheral and central points of the anterior iris border (in nasal and temporal sides) to the actual length of this border on AS-OCT images, was defined as SI. In a uveitis referral center, twenty-two eyes of 11 patients with unilateral Fuchs uveitis (FU) (7 female) and 22 eyes of 11 healthy control subjects underwent AS-OCT imaging. Image J and a newly developed MATLAB algorithm were used for manual and automated SI measurements, respectively. Agreement between manual and automated measurements was evaluated with Bland–Altman analysis and interclass correlation coefficient. The inter-eye difference of SI was compared between the FU group and the control group. Automated mean overall SI was 0.868 ± 0.037 and 0.840 ± 0.039 in FU and healthy fellow eyes, respectively (estimated mean difference =  − 0.028, 95% CI [− 0.038, − 0.018], p < 0.001). Bland- Altman plots showed good agreement between two methods in both healthy and FU eyes. The interclass correlation coefficient between the manual and automated measurements in the FU and healthy fellow eyes was 0.958 and 0.964, respectively. The inter-eye difference of overall SI was 0.029 ± 0.015 and 0.012 ± 0.008 in FU group and control group, respectively (p = 0.01). We concluded that the automated algorithm can rapidly and conveniently measure SI with results comparable to the manual method.https://doi.org/10.1038/s41598-021-87954-w
collection DOAJ
language English
format Article
sources DOAJ
author Mohammad Zarei
Tahereh Mahmoudi
Hamid Riazi-Esfahani
Behnam Mousavi
Nazanin Ebrahimiadib
Mehdi Yaseri
Elias Khalili Pour
Hossein Arabalibeik
spellingShingle Mohammad Zarei
Tahereh Mahmoudi
Hamid Riazi-Esfahani
Behnam Mousavi
Nazanin Ebrahimiadib
Mehdi Yaseri
Elias Khalili Pour
Hossein Arabalibeik
Automated measurement of iris surface smoothness using anterior segment optical coherence tomography
Scientific Reports
author_facet Mohammad Zarei
Tahereh Mahmoudi
Hamid Riazi-Esfahani
Behnam Mousavi
Nazanin Ebrahimiadib
Mehdi Yaseri
Elias Khalili Pour
Hossein Arabalibeik
author_sort Mohammad Zarei
title Automated measurement of iris surface smoothness using anterior segment optical coherence tomography
title_short Automated measurement of iris surface smoothness using anterior segment optical coherence tomography
title_full Automated measurement of iris surface smoothness using anterior segment optical coherence tomography
title_fullStr Automated measurement of iris surface smoothness using anterior segment optical coherence tomography
title_full_unstemmed Automated measurement of iris surface smoothness using anterior segment optical coherence tomography
title_sort automated measurement of iris surface smoothness using anterior segment optical coherence tomography
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2021-04-01
description Abstract Fuchs uveitis (FU) is a chronic and often unilateral ocular inflammation and characteristic iris atrophic changes, other than heterochromia, are common in FU and are key to the correct diagnosis in many cases. With the advent of anterior segment optical coherence tomography (AS-OCT), some investigators attempted to quantitatively study these atrophic changes; mostly by introducing various methods to measure iris thickness in AS-OCT images. We aimed to present an automated method in an observational case series to measure the smoothness index (SI) of the iris surface in AS-OCT images. The ratio of the length of the straight line connecting the most peripheral and central points of the anterior iris border (in nasal and temporal sides) to the actual length of this border on AS-OCT images, was defined as SI. In a uveitis referral center, twenty-two eyes of 11 patients with unilateral Fuchs uveitis (FU) (7 female) and 22 eyes of 11 healthy control subjects underwent AS-OCT imaging. Image J and a newly developed MATLAB algorithm were used for manual and automated SI measurements, respectively. Agreement between manual and automated measurements was evaluated with Bland–Altman analysis and interclass correlation coefficient. The inter-eye difference of SI was compared between the FU group and the control group. Automated mean overall SI was 0.868 ± 0.037 and 0.840 ± 0.039 in FU and healthy fellow eyes, respectively (estimated mean difference =  − 0.028, 95% CI [− 0.038, − 0.018], p < 0.001). Bland- Altman plots showed good agreement between two methods in both healthy and FU eyes. The interclass correlation coefficient between the manual and automated measurements in the FU and healthy fellow eyes was 0.958 and 0.964, respectively. The inter-eye difference of overall SI was 0.029 ± 0.015 and 0.012 ± 0.008 in FU group and control group, respectively (p = 0.01). We concluded that the automated algorithm can rapidly and conveniently measure SI with results comparable to the manual method.
url https://doi.org/10.1038/s41598-021-87954-w
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