Title :
Logistic regression analysis for glaucoma diagnosis using Stratus optical coherence tomography
Author :
Huang, Mei-Ling ; Lin, Jian Cheng ; Chen, Hsin-Yi
Author_Institution :
Dept. of Ind. Eng. & Manage., Nat. Chin-Yi Inst. of Technol., Taichung, Taiwan
Abstract :
This study is to investigate the diagnostic performance of logistic regression analysis applied to multidimensional information on glaucoma disease and to determine the area under the receiver operating characteristic (ROC) curve for differentiating between normal and glaucomatous eyes in Taiwan Chinese population based solely on the quantitative assessment of summary data reports from the Stratus optical coherence tomography (OCT).
Keywords :
biomedical optical imaging; diseases; eye; optical tomography; regression analysis; sensitivity analysis; Stratus optical coherence tomography; Taiwan Chinese population; discrimination; glaucoma disease diagnosis; glaucomatous eye; logistic regression analysis; quantitative assessment; receiver operating characteristic curve; Biomedical imaging; Biomedical optical imaging; Eyes; Logistics; Medical diagnostic imaging; Optical receivers; Optical sensors; Regression analysis; Retina; Tomography;
Conference_Titel :
Biophotonics, 2004. APBP 2004. The Second Asian and Pacific Rim Symposium on
Print_ISBN :
0-7803-8676-0
DOI :
10.1109/APBP.2004.1412326
