Signal Normalization Reduces Systematic Measurement Differences Between Spectral-Domain Optical Coherence Tomography Devices

被引:9
作者
Chen, Chieh-Li [1 ,2 ]
Ishikawa, Hiroshi [1 ,2 ]
Ling, Yun [1 ,3 ]
Wollstein, Gadi [1 ]
Bilonick, Richard A. [1 ,3 ]
Xu, Juan [1 ]
Fujimoto, James G. [4 ,5 ]
Sigal, Ian A. [1 ,2 ,6 ]
Kagemann, Larry [1 ,2 ]
Schuman, Joel S. [1 ,2 ,6 ]
机构
[1] Univ Pittsburgh, Sch Med, Dept Ophthalmol, UPMC Eye Ctr,Eye & Ear Inst,Ophthalmol & Visual S, Pittsburgh, PA 15261 USA
[2] Univ Pittsburgh, Dept Bioengn, Swanson Sch Engn, Pittsburgh, PA USA
[3] Univ Pittsburgh, Dept Biostat, Grad Sch Publ Hlth, Pittsburgh, PA 15261 USA
[4] MIT, Dept Elect Engn & Comp Sci, Cambridge, MA 02139 USA
[5] MIT, Elect Res Lab, Cambridge, MA 02139 USA
[6] Univ Pittsburgh, Sch Med, McGowan Inst Regenerat Sci, Pittsburgh, PA USA
基金
美国国家卫生研究院;
关键词
optical coherence tomography; image analysis; retina; FIBER LAYER THICKNESS; TIME-DOMAIN; INSTRUMENTS; AGREEMENT; OCT;
D O I
10.1167/iovs.13-12806
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
PURPOSE. To test the effect of a novel signal normalization method for reducing systematic optical coherence tomography (OCT) measurement differences among multiple spectral-domain (SD) OCT devices. METHODS. A total of 109 eyes from 59 subjects were scanned with two SD-OCT devices (Cirrus and RTVue) at the same visit. Optical coherence tomography image data were normalized to match their signal characteristics between the devices. To compensate signal strength differences, custom high dynamic range (HDR) processing was also applied only to images with substantially lower signal strength. Global mean peripapillary retinal nerve fiber layer (RNFL) thicknesses were then measured automatically from all images using custom segmentation software and were compared to the original device outputs. Structural equation models were used to analyze the absolute RNFL thickness difference between original device outputs and our software outputs after signal normalization. RESULTS. The device-measured RNFL thickness showed a statistically significant difference between the two devices (mean absolute difference 10.58 mu m, P < 0.05), while there was no significant difference after normalization on eyes with 62.4-mu m or thicker RNFL (mean absolute difference 2.95 mu m, P < 0.05). CONCLUSIONS. The signal normalization method successfully reduces the systematic difference in RNFL thickness measurements between two SD-OCT devices. Enabling direct comparison of RNFL thickness obtained from multiple devices would broaden the use of OCT technology in both clinical and research applications.
引用
收藏
页码:7317 / 7322
页数:6
相关论文
共 19 条
[1]  
[Anonymous], 2012, R LANG ENV STAT COMP
[2]  
Bilonick RA, 2003, MERROR PACKAGE ACCUR
[3]   OpenMx: An Open Source Extended Structural Equation Modeling Framework [J].
Boker, Steven ;
Neale, Michael ;
Maes, Hermine ;
Wilde, Michael ;
Spiegel, Michael ;
Brick, Timothy ;
Spies, Jeffrey ;
Estabrook, Ryne ;
Kenny, Sarah ;
Bates, Timothy ;
Mehta, Paras ;
Fox, John .
PSYCHOMETRIKA, 2011, 76 (02) :306-317
[4]   Comparison of Retinal Nerve Fiber Layer Thickness Measurement Bias and Imprecision across Three Spectral-Domain Optical Coherence Tomography Devices [J].
Buchser, Nancy M. ;
Wollstein, Gadi ;
Ishikawa, Hiroshi ;
Bilonick, Richard A. ;
Ling, Yun ;
Folio, Lindsey S. ;
Kagemann, Larry ;
Noecker, Robert J. ;
Albeiruti, Eiyass ;
Schuman, Joel S. .
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2012, 53 (07) :3742-3747
[5]   Individual A-Scan Signal Normalization Between Two Spectral Domain Optical Coherence Tomography Devices [J].
Chen, Chieh-Li ;
Ishikawa, Hiroshi ;
Wollstein, Gadi ;
Ling, Yun ;
Bilonick, Richard A. ;
Kagemann, Larry ;
Sigal, Ian A. ;
Schuman, Joel S. .
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2013, 54 (05) :3463-3471
[6]   State-of-the-art retinal optical coherence tomography [J].
Drexler, Wolfgang ;
Fujimoto, James G. .
PROGRESS IN RETINAL AND EYE RESEARCH, 2008, 27 (01) :45-88
[7]   Optical Coherence Tomography: History, Current Status, and Laboratory Work [J].
Gabriele, Michelle L. ;
Wollstein, Gadi ;
Ishikawa, Hiroshi ;
Kagemann, Larry ;
Xu, Juan ;
Folio, Lindsey S. ;
Schuman, Joel S. .
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2011, 52 (05) :2425-2436
[8]   Three dimensional optical coherence tomography imaging: Advantages and advances [J].
Gabriele, Michelle L. ;
Wollstein, Gadi ;
Ishikawa, Hiroshi ;
Xu, Juan ;
Kim, Jongsick ;
Kagemann, Larry ;
Folio, Lindsey S. ;
Schuman, Joel S. .
PROGRESS IN RETINAL AND EYE RESEARCH, 2010, 29 (06) :556-579
[9]   Comparison of manually corrected retinal thickness measurements from multiple spectral-domain optical coherence tomography instruments [J].
Heussen, Florian M. ;
Ouyang, Yanling ;
McDonnell, Emma C. ;
Narala, Ramsudha ;
Ruiz-Garcia, Humberto ;
Walsh, Alexander C. ;
Sadda, SriniVas R. .
BRITISH JOURNAL OF OPHTHALMOLOGY, 2012, 96 (03) :380-385
[10]   Image Quality Affects Macular and Retinal Nerve Fiber Layer Thickness Measurements on Fourier-Domain Optical Coherence Tomography [J].
Huang, Jingjing ;
Liu, Xing ;
Wu, Ziqiang ;
Sadda, Srinivas .
OPHTHALMIC SURGERY LASERS & IMAGING, 2011, 42 (03) :216-221