OCT Segmentation Errors with Bruch's Membrane Opening-Minimum Rim Width as Compared with Retinal Nerve Fiber Layer Thickness

被引:2
作者
Yang, Hongli [1 ]
Rees, Jack P. [1 ]
Sanchez, Facundo G. [1 ]
Gardiner, Stuart K. [1 ]
Mansberger, Steven L. [1 ,2 ]
机构
[1] Legacy Res Inst, Devers Eye Inst Discoveries Sight Res Labs, Portland, OR USA
[2] Legacy Devers Eye Inst, 1040 NW 22nd Ave,Suite 200, Portland, OR 97210 USA
来源
OPHTHALMOLOGY GLAUCOMA | 2024年 / 7卷 / 03期
关键词
Segmentation errors; Minimum rim width; Retinal nerve fiber layer thickness; Glaucoma; Diagnosis; OCT; Bruch's membrane opening; OPTICAL COHERENCE TOMOGRAPHY; NEURORETINAL RIM; AUTOMATED SEGMENTATION; DIAGNOSTIC-ACCURACY; GLAUCOMA; HEAD;
D O I
10.1016/j.ogla.2023.12.002
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
Objective: To compare the magnitude and location of automated segmentation errors of the Bruch's membrane opening-minimum rim width (BMO-MRW) and retinal nerve fiber layer thickness (RNFLT). Design: Cross-sectional study. Participants: We included 162 glaucoma suspect or open-angle glaucoma eyes from 162 participants. Methods: We used spectral-domain optic coherence tomography (Spectralis 870 nm, Heidelberg Engineering) to image the optic nerve with 24 radial optic nerve head B-scans and a 12-degree peripapillary circle scan, and exported the native "automated segmentation only" results for BMO-MRW and RNFLT. We also exported the results after "manual refinement" of the measurements. Main Outcome Measures: We calculated the absolute and proportional error globally and within the 12 30-degree sectors of the optic disc. We determined whether the glaucoma classifications were different between BMO-MRW and RNFLT as a result of manual and automatic segmentation. Results: The absolute error mean was larger for BMO-MRW than for RNFLT (10.8 mu m vs. 3.58 mu m, P < 0.001). However, the proportional errors were similar (4.3% vs. 4.4%, P = 0.47). In a multivariable regression model, errors in BMO-MRW were not significantly associated with age, location, magnitude, or severity of glaucoma loss (all P >= 0.05). However, larger RNFLT errors were associated with the superior and inferior sector location, thicker nerve fiber layer, and worse visual field (all P < 0.05). Errors in BMO-MRW and RNFLT were not likely to occur in the same sector location (R-2 = 0.001; P = 0.15). With manual refinement, the glaucoma classification changed in 7.8% and 6.2% of eyes with BMO-MRW and RNFLT, respectively. Conclusions: Both BMO-MRW and RNFLT measurements included segmentation errors, which did not seem to have a common location, and may result in differences in glaucoma classification.
引用
收藏
页码:308 / 315
页数:8
相关论文
共 22 条
[1]   Automated Segmentation of Optic Nerve Head Structures With Optical Coherence Tomography [J].
Almobarak, Faisal A. ;
O'Leary, Neil ;
Reis, Alexandre S. C. ;
Sharpe, Glen P. ;
Hutchison, Donna M. ;
Nicolela, Marcelo T. ;
Chauhan, Balwantray C. .
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2014, 55 (02) :1161-1168
[2]   Involuntary eye motion correction in retinal optical coherence tomography: Hardware or software solution? [J].
Baghaie, Ahmadreza ;
Yu, Zeyun ;
D'Souza, Roshan M. .
MEDICAL IMAGE ANALYSIS, 2017, 37 :129-145
[3]   Enhanced Detection of Open-angle Glaucoma with an Anatomically Accurate Optical Coherence Tomography-Derived Neuroretinal Rim Parameter [J].
Chauhan, Balwantray C. ;
O'Leary, Neil ;
AlMobarak, Faisal A. ;
Reis, Alexandre S. C. ;
Yang, Hongli ;
Sharpe, Glen P. ;
Hutchison, Donna M. ;
Nicolela, Marcelo T. ;
Burgoyne, Claude F. .
OPHTHALMOLOGY, 2013, 120 (03) :535-543
[4]   Diagnostic Accuracy of Glaucoma With Sector-Based and a New Total Profile-Based Analysis of Neuroretinal Rim and Retinal Nerve Fiber Layer Thickness [J].
Danthurebandara, Vishva M. ;
Vianna, Jayme R. ;
Sharpe, Glen P. ;
Hutchison, Donna M. ;
Belliveau, Anne C. ;
Shuba, Lesya M. ;
Nicolela, Marcelo T. ;
Chauhan, Balwantray C. .
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2016, 57 (01) :181-187
[5]   Reasons why OCT Global Circumpapillary Retinal Nerve Fiber Layer Thickness is a Poor Measure of Glaucomatous Progression [J].
Eguia, Melvi D. ;
Tsamis, Emmanouil ;
Zemborain, Zane Z. ;
Sun, Ashley ;
Percival, Joseph ;
De Moraes, C. Gustavo ;
Ritch, Robert ;
Hood, Donald C. .
TRANSLATIONAL VISION SCIENCE & TECHNOLOGY, 2020, 9 (11) :1-15
[6]   Deformation of the Rodent Optic Nerve Head and Peripapillary Structures during Acute Intraocular Pressure Elevation [J].
Fortune, Brad ;
Choe, Tiffany E. ;
Reynaud, Juan ;
Hardin, Christine ;
Cull, Grant A. ;
Burgoyne, Claude F. ;
Wang, Lin .
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2011, 52 (09) :6651-6661
[7]   Localized Changes in Retinal Nerve Fiber Layer Thickness as a Predictor of Localized Functional Change in Glaucoma [J].
Gardiner, Stuart K. ;
Fortune, Brad ;
Demirel, Shaban .
AMERICAN JOURNAL OF OPHTHALMOLOGY, 2016, 170 :75-82
[8]   Structural Measurements for Monitoring Change in Glaucoma: Comparing Retinal Nerve Fiber Layer Thickness With Minimum Rim Width and Area [J].
Gardiner, Stuart K. ;
Boey, Pui Yi ;
Yang, Hongli ;
Fortune, Brad ;
Burgoyne, Claude F. ;
Demirel, Shaban .
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2015, 56 (11) :6886-6891
[9]   Comparison of Bruch's Membrane Opening Minimum Rim Width and Peripapillary Retinal Nerve Fiber Layer Thickness in Early Glaucoma Assessment [J].
Gmeiner, Jonas M. D. ;
Schrems, Wolfgang A. ;
Mardin, Christian Y. ;
Laemmer, Robert ;
Kruse, Friedrich E. ;
Schrems-Hoesl, Laura M. .
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2016, 57 (09) :OCT575-OCT584
[10]  
JONAS JB, 1993, OPHTHALMOLOGY, V100, P63