Signal Quality Assessment of Retinal Optical Coherence Tomography Images

被引:92
作者
Huang, Yijun [1 ]
Gangaputra, Sapna
Lee, Kristine E. [2 ]
Narkar, Ashwini R.
Klein, Ronald [2 ]
Klein, Barbara E. K. [2 ]
Meuer, Stacy M. [2 ]
Danis, Ronald P.
机构
[1] Univ Wisconsin, Dept Ophthalmol, Fundus Photograph Reading Ctr, Madison, WI 53717 USA
[2] Univ Wisconsin, Dept Ophthalmol, Ocular Epidemiol Reading Ctr, Madison, WI 53717 USA
基金
美国国家卫生研究院;
关键词
THICKNESS MEASUREMENTS; STRENGTH;
D O I
10.1167/iovs.11-8755
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
PURPOSE. The purpose of this article was to assess signal quality of retinal optical coherence tomography (OCT) images from multiple devices using subjective and quantitative measurements. METHODS. A total of 120 multiframe OCT images from 4 spectral domain OCT devices (Cirrus, RTVue, Spectralis, and 3D OCT-1000) were evaluated subjectively by trained graders, and measured quantitatively using a derived parameter, maximum tissue contrast index (mTCI). An intensity histogram decomposition model was proposed to separate the foreground and background information of OCT images and to calculate the mTCI. The mTCI results were compared with the manufacturer signal index (MSI) provided by the respective devices, and to the subjective grading scores (SGS). RESULTS. Statistically significant correlations were observed between the paired methods (i.e., SGS and MSI, SGS and mTCI, and mTCI and MSI). Fisher's Z transformation indicated the Pearson correlation coefficient rho >= 0.8 for all devices. Using the Deming regression, correlation parameters between the paired methods were established. This allowed conversion from the proprietary MSI values to SGS and mTCI that are universally applied to each device. CONCLUSIONS. The study suggests signal quality of retinal OCT images can be evaluated subjectively and objectively, independent of the devices. Together with the proposed histogram decomposition model, mTCI may be used as a standardization metric for OCT signal quality that would affect measurements. (Invest Ophthalmol Vis Sci. 2012; 53:2133-2141) DOI:10.1167/iovs.11-8755
引用
收藏
页码:2133 / 2141
页数:9
相关论文
共 12 条
[1]   Effect of image quality on tissue thickness measurements obtained with spectral domain-optical coherence tomography [J].
Balasubramanian, Madhusudhanan ;
Bowd, Christopher ;
Vizzeri, Gianmarco ;
Weinreb, Robert N. ;
Zangwill, Linda M. .
OPTICS EXPRESS, 2009, 17 (05) :4019-4036
[2]   Relationship between retinal nerve fiber layer measurement and signal strength in optical coherence tomography [J].
Cheung, Carol Yim Lui ;
Leung, Christopher Kai Shun ;
Lin, Dusheung ;
Pang, Chi-Pui ;
Lam, Dennis Shun Chiu .
OPHTHALMOLOGY, 2008, 115 (08) :1347-1351
[3]   The effect of phacoemulsification cataract surgery on the measurement of retinal nerve fiber layer thickness using optical coherence tomography [J].
El-Ashry, Mohamed ;
Appaswamy, Shivashankar ;
Deokule, Sunil ;
Pagliarini, Sergio .
CURRENT EYE RESEARCH, 2006, 31 (05) :409-413
[4]   Variation in optical coherence tomography signal quality as an indicator of retinal nerve fibre layer segmentation error [J].
Folio, Lindsey S. ;
Wollstein, Gadi ;
Ishikawa, Hiroshi ;
Bilonick, Richard A. ;
Ling, Yun ;
Kagemann, Larry ;
Noecker, Robert J. ;
Fujimoto, James G. ;
Schuman, Joel S. .
BRITISH JOURNAL OF OPHTHALMOLOGY, 2012, 96 (04) :514-518
[5]   New technology for high-speed and high-resolution optical coherence tomography [J].
Fujimoto, JG ;
Bouma, B ;
Tearney, GJ ;
Boppart, SA ;
Pitris, C ;
Southern, JF ;
Brezinski, ME .
ADVANCES IN OPTICAL BIOPSY AND OPTICAL MAMMOGRAPHY, 1998, 838 :95-107
[6]   COMPARING RETINAL THICKNESS MEASUREMENTS FROM CIRRUS SPECTRAL DOMAIN- AND STRATUS TIME DOMAIN-OPTICAL COHERENCE TOMOGRAPHY [J].
Geitzenauer, Wolfgang ;
Kiss, Christopher G. ;
Durbin, Mary K. ;
Abunto, Maria Teresa A. ;
Callan, Thomas M. ;
Stetson, Paul F. ;
Wieland, Mark R. ;
Bressler, Neil M. ;
Gregori, Giovanni ;
Schmidt-Erfurth, Ursula M. .
RETINA-THE JOURNAL OF RETINAL AND VITREOUS DISEASES, 2010, 30 (04) :596-606
[7]   Reproducibility of Retinal Thickness Measurements on Normal and Pathologic Eyes by Different Optical Coherence Tomography Instruments [J].
Giani, Andrea ;
Cigada, Mario ;
Choudhry, Netan ;
Deiro, Antonio Peroglio ;
Oldani, Marta ;
Pellegrini, Marco ;
Invernizzi, Alessandro ;
Duca, Piergiorgio ;
Miller, Joan W. ;
Staurenghi, Giovanni .
AMERICAN JOURNAL OF OPHTHALMOLOGY, 2010, 150 (06) :815-824
[8]   ESTIMATION OF THE LINEAR RELATIONSHIP BETWEEN THE MEASUREMENTS OF 2 METHODS WITH PROPORTIONAL ERRORS [J].
LINNET, K .
STATISTICS IN MEDICINE, 1990, 9 (12) :1463-1473
[9]   Predictors of Normal Optic Nerve Head, Retinal Nerve Fiber Layer, and Macular Parameters Measured by Spectral Domain Optical Coherence Tomography [J].
Rao, Harsha L. ;
Kumar, Addepalli U. ;
Babu, Jonnadula G. ;
Kumar, Anjul ;
Senthil, Sirisha ;
Garudadri, Chandra S. .
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2011, 52 (02) :1103-1110
[10]   Influence of OCT Signal Strength on Macular, Optic Nerve Head, and Retinal Nerve Fiber Layer Parameters [J].
Samarawickrama, Chameen ;
Pai, Amy ;
Huynh, Son C. ;
Burlutsky, George ;
Wong, Tien Y. ;
Mitchell, Paul .
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2010, 51 (09) :4471-4475