Prevalence and Associated Factors of Segmentation Errors in the Peripapillary Retinal Nerve Fiber Layer and Macular Ganglion Cell Complex in Spectral-domain Optical Coherence Tomography Images.
Miki Atsuya, Kumoi Miho, Usui Shinichi, Endo Takao, Kawashima Rumi, Morimoto Takeshi, Matsushita Kenji, Fujikado Takashi, Nishida Kohji
AI Summary
OCT segmentation errors in RNFL and GCC scans are common, affecting up to 20.7% of scans, and are linked to signal strength, disc size, and disease. Clinicians must review raw OCT images to ensure accuracy.
Abstract
Purpose
To determine the prevalence of errors in segmentation of the peripapillary retinal nerve fiber layer (RNFL) and macular ganglion cell complex (GCC) boundary in spectral-domain optical coherence tomography (SDOCT) images, and to identify factors associated with the errors.
Materials and methods
Peripapillary RNFL circle scans and macular 3-dimensional scans of consecutive cases imaged with SDOCT (RS-3000 Advance; Nidek, Gamagori, Japan) were retrospectively reviewed by a glaucoma specialist. Images with signal strength index (SSI)<6 were excluded. Threshold for segmentation failure was determined as 15 degrees in the RNFL scans and 1/24 of the scanned area in the GCC scans. Relationships between segmentation failure and clinical factors were statistically evaluated with univariable and multivariable analyses.
Results
This retrospective cross-sectional study included 207 eyes of 117 subjects (mean age, 58.5±16.5 y). Segmentation failure was found in 20.7% of the peripapillary RNFL scans, 16.6% of the 9 mm GCC scans, and 6.9% of the 6 mm GCC scans in SDOCT images. In multivariable logistic regression analyses, low SSI, large disc area, and disease type significantly correlated with RNFL segmentation failure, whereas SSI was the only baseline factor that was significantly associated with GCC segmentation failure.
Conclusions
Although segmentation failure was common in both RNFL and GCC scans, it was less frequently observed in GCC scans. SSI, disc area, and disease type were significantly associated with segmentation failure. Predictive performance of baseline factors for failure was poor, underlining the importance of reviewing raw OCT images before using OCT parameters.
MeSH Terms
Shields Classification
Key Concepts5
Segmentation failure was found in 20.7% of peripapillary retinal nerve fiber layer (RNFL) scans, 16.6% of 9 mm macular ganglion cell complex (GCC) scans, and 6.9% of 6 mm GCC scans in spectral-domain optical coherence tomography (SDOCT) images (RS-3000 Advance; Nidek, Gamagori, Japan) in 207 eyes of 117 subjects (mean age, 58.5±16.5 y).
In multivariable logistic regression analyses, low signal strength index (SSI), large disc area, and disease type significantly correlated with peripapillary retinal nerve fiber layer (RNFL) segmentation failure in spectral-domain optical coherence tomography (SDOCT) images.
Signal strength index (SSI) was the only baseline factor significantly associated with macular ganglion cell complex (GCC) segmentation failure in spectral-domain optical coherence tomography (SDOCT) images.
Segmentation failure was common in both peripapillary retinal nerve fiber layer (RNFL) and macular ganglion cell complex (GCC) scans, but was less frequently observed in GCC scans in spectral-domain optical coherence tomography (SDOCT) images.
The predictive performance of baseline factors for segmentation failure in peripapillary retinal nerve fiber layer (RNFL) and macular ganglion cell complex (GCC) scans was poor, underlining the importance of reviewing raw optical coherence tomography (OCT) images before using OCT parameters.
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