Automated Retinal Layer Segmentation Using Spectral Domain Optical Coherence Tomography: Evaluation of Inter-Session Repeatability and Agreement between Devices

被引:49
|
作者
Terry, Louise [1 ]
Cassels, Nicola [1 ]
Lu, Kelly [1 ]
Acton, Jennifer H. [1 ]
Margrain, Tom H. [1 ]
North, Rachel V. [1 ]
Fergusson, James [1 ,2 ]
White, Nick [1 ,2 ]
Wood, Ashley [1 ]
机构
[1] Cardiff Univ, Sch Optometry & Vis Sci, Cardiff, S Glam, Wales
[2] Cardiff Univ, Vis Sci Bioimaging Labs, Cardiff, S Glam, Wales
来源
PLOS ONE | 2016年 / 11卷 / 09期
基金
英国医学研究理事会;
关键词
MACULAR THICKNESS MEASUREMENTS; NERVE-FIBER; SD-OCT; IMAGE-ANALYSIS; REPRODUCIBILITY; DEGENERATION; EYES; CLASSIFICATION; FUNDUS; SIZE;
D O I
10.1371/journal.pone.0162001
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Retinal and intra-retinal layer thicknesses are routinely generated from optical coherence tomography (OCT) images, but on-board software capabilities and image scaling assumptions are not consistent across devices. This study evaluates the device-independent Iowa Reference Algorithms ( Iowa Institute for Biomedical Imaging) for automated intra-retinal layer segmentation and image scaling for three OCT systems. Healthy participants (n = 25) underwent macular volume scans using a Cirrus HD-OCT (Zeiss), 3D-OCT 1000 (Topcon), and a non-commercial long-wavelength (1040nm) OCT on two occasions. Mean thickness of 10 intra-retinal layers was measured in three ETDRS subfields ( fovea, inner ring and outer ring) using the Iowa Reference Algorithms. Where available, total retinal thicknesses were measured using on-board software. Measured axial eye length (AEL)-dependent scaling was used throughout, with a comparison made to the system-specific fixed-AEL scaling. Inter-session repeatability and agreement between OCT systems and segmentation methods was assessed. Inter-session coefficient of repeatability (CoR) for the foveal subfield total retinal thickness was 3.43 mu m, 4.76 mu m, and 5.98 mu m for the Zeiss, Topcon, and long-wavelength images respectively. For the commercial software, CoR was 4.63 mu m (Zeiss) and 7.63 mu m (Topcon). The Iowa Reference Algorithms demonstrated higher repeatability than the on-board software and, in addition, reliably segmented all 10 intra-retinal layers. With fixed-AEL scaling, the algorithm produced significantly different thickness values for the three OCT devices (P<0.05), with these discrepancies generally characterized by an overall offset (bias) and correlations with axial eye length for the foveal subfield and outer ring (P<0.05). This correlation was reduced to an insignificant level in all cases when AEL-dependent scaling was used. Overall, the Iowa Reference Algorithms are viable for clinical and research use in healthy eyes imaged with these devices, however ocular biometry is required for accurate quantification of OCT images.
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页数:15
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