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Abstract #20912 Published in IGR 10-2
Logistic regression analysis for early glaucoma diagnosis using optical coherence tomography
Ferreras A; Pablo LE; Pajarín AB; Larrosa JM; Polo V; Honrubia FMArchives of Ophthalmology 2008; 126: 465-470
OBJECTIVE: To determine and validate the diagnostic ability of a linear discriminant function (LDF) based on the retinal nerve fiber layer thickness at each of the 12 clock-hour positions obtained using optical coherence tomography for discriminating between healthy eyes and eyes with early glaucomatous visual field loss. METHODS: We prospectively selected 62 consecutive healthy individuals and 73 patients with open-angle glaucoma to calculate the LDF. Another independent prospective sample of 280 healthy eyes and 302 glaucomatous eyes was used to evaluate the diagnostic accuracy of the LDF. RESULTS: The proposed function was LDF = 15.584 - (12-o'clock segment thickness x 0.032) - (7-o'clock segment thickness x 0.041) - (3-o'clock segment thickness [nasal side] x 0.121). The greatest area under the receiver operating characteristic curve was observed for our LDF in both populations: 0.962 and 0.922. Our LDF and the average thickness yielded sensitivities of 74.5% and 67.8%, respectively, at a fixed specificity of 95%. CONCLUSIONS: The LDF increased the diagnostic ability of the isolated retinal nerve fiber layer thickness at the 12 clock-hour positions. Compared with optical coherence tomography-provided parameters, our LDF had the highest sensitivities at 85% and 95% fixed specificities to discriminate between healthy and early glaucomatous eyes.
Dr. A. Pablo, Department of Ophthalmology, Miguel Servet University Hospital, Isabel la Católica 1-3, 50009 Zaragoza, Spain. aferreras@msn.com
Classification:
6.9.2.2 Posterior (Part of: 6 Clinical examination methods > 6.9 Computerized image analysis > 6.9.2 Optical coherence tomography)
