Quantification of posterior capsular opacification in digital images after cataract surgery

被引:0
作者
Barman, SA
Hollick, EJ
Boyce, JF
Spalton, DJ
Uyyanonvara, B
Sanguinetti, G
Meacock, W
机构
[1] St Thomas Hosp, Dept Ophthalmol, London SE1 7EH, England
[2] Kings Coll London, Dept Phys, Med Imaging Unit, London WC2R 2LS, England
关键词
D O I
暂无
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
PURPOSE. To describe a software program developed to provide an objective assessment of the amount of posterior capsular opacification (PCO) in high-resolution digital images of the posterior capsule after cataract surgery. METHODS. Images are analyzed by a set protocol of defining the area of the posterior capsule, removing the Purkinje light reflexes by intensity segmentation, contrast enhancement, filtering to enhance low-density PCO, and variance analysis using a co-occurrence matrix to assess texture. The accuracy of the system was tested for validity and repeatability. RESULTS. The software developed has been demonstrated to be an objective method of quantifying PCO. In validation tests, the image analysis-derived measure of PCO showed good agreement with clinically derived measures of PCO. Clinicians assessed PCO on a computer screen image and also under slit lamp examination (Pearson correlation coefficient for both methods >0.92). The entire acquisition and analysis system was demonstrated to have a confidence limit for 2 SDs of 9.8% for group data. CONCLUSIONS. This system is capable of producing an accurate and reproducible measure of PCO that is relevant to assessing techniques of PCO prevention.
引用
收藏
页码:3882 / 3892
页数:11
相关论文
共 25 条
[1]   POSTERIOR CAPSULE OPACIFICATION [J].
APPLE, DJ ;
SOLOMON, KD ;
TETZ, MR ;
ASSIA, EI ;
HOLLAND, EY ;
LEGLER, UFC ;
TSAI, JC ;
CASTANEDA, VE ;
HOGGATT, JP ;
KOSTICK, AMP .
SURVEY OF OPHTHALMOLOGY, 1992, 37 (02) :73-116
[2]   STATISTICAL METHODS FOR ASSESSING AGREEMENT BETWEEN TWO METHODS OF CLINICAL MEASUREMENT [J].
BLAND, JM ;
ALTMAN, DG .
LANCET, 1986, 1 (8476) :307-310
[4]   Inhibition of posterior capsule opacification with an immunotoxin specific for lens epithelial cells: 24 month clinical results [J].
Clark, DS ;
Emery, JM ;
Munsell, MF .
JOURNAL OF CATARACT AND REFRACTIVE SURGERY, 1998, 24 (12) :1614-1620
[5]  
Friedman DS, 1999, INVEST OPHTH VIS SCI, V40, P1715
[6]   POSTERIOR CAPSULAR OPACIFICATION AND INTRAOCULAR-LENS DECENTRATION .1. COMPARISON OF VARIOUS POSTERIOR CHAMBER LENS DESIGNS IMPLANTED IN THE RABBIT MODEL [J].
HANSEN, SO ;
SOLOMON, KD ;
MCKNIGHT, GT ;
WILBRANDT, TH ;
GWIN, TD ;
OMORCHOE, DJC ;
TETZ, MR ;
APPLE, DJ .
JOURNAL OF CATARACT AND REFRACTIVE SURGERY, 1988, 14 (06) :605-613
[7]   TEXTURAL FEATURES FOR IMAGE CLASSIFICATION [J].
HARALICK, RM ;
SHANMUGAM, K ;
DINSTEIN, I .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1973, SMC3 (06) :610-621
[8]   In vivo quantitative measurement of posterior capsule opacification after extracapsular cataract surgery [J].
Hayashi, K ;
Hayashi, H ;
Nakao, F ;
Hayashi, F .
AMERICAN JOURNAL OF OPHTHALMOLOGY, 1998, 125 (06) :837-843
[9]   The effect of capsulorhexis size on posterior capsular opacification: One-year results of a randomized prospective trial [J].
Hollick, EJ ;
Spalton, DJ ;
Meacock, WR .
AMERICAN JOURNAL OF OPHTHALMOLOGY, 1999, 128 (03) :271-279
[10]   The effect of polymethylmethacrylate, silicone, and polyacrylic intraocular lenses on posterior capsular opacification 3 years after cataract surgery [J].
Hollick, EJ ;
Spalton, DJ ;
Ursell, PG ;
Pande, MV ;
Barman, SA ;
Boyce, JF ;
Tilling, K .
OPHTHALMOLOGY, 1999, 106 (01) :49-54