Optimal excitation wavelengths for discrimination of cervical neoplasia

被引:54
作者
Chang, SK
Follen, M
Malpica, A
Utzinger, U
Staerkel, G
Cox, D
Atkinson, EN
MacAulay, C
Richards-Kortum, R [1 ]
机构
[1] Univ Texas, Dept Elect & Comp Engn, Austin, TX 78712 USA
[2] Univ Texas, MD Anderson Canc Ctr, Ctr Biomed Engn, Houston, TX 77030 USA
[3] Univ Texas, MD Anderson Canc Ctr, Dept Pathol, Houston, TX 77030 USA
[4] Univ Arizona, Dept Biomed Engn, Tucson, AZ 85721 USA
[5] Rice Univ, Dept Stat, Houston, TX 77030 USA
[6] Univ Texas, MD Anderson Canc Ctr, Dept Biomath, Houston, TX 77030 USA
[7] British Columbia Canc Agcy, Dept Canc Imaging, Vancouver, BC V5Z 4E6, Canada
关键词
algorithm; cancer diagnosis; fluorescence spectroscopy;
D O I
10.1109/TBME.2002.803597
中图分类号
R318 [生物医学工程];
学科分类号
0831 [生物医学工程];
摘要
Fluorescence spectroscopy has shown promise for the in vivo, real-time detection of cervical neoplasia. However, selection of excitation wavelength has in the past been based on in vitro studies and the availability of light sources. The goal of this study was to determine optimal excitation wavelengths for in vivo detection of cervical neoplasia. Fluorescence excitation-emission matrices (EEMs) were measured in vivo from 351 sites in 146 patients. Data were analyzed in pairs of diagnostic classes to determine which combination of excitation wavelengths yields classification algorithms with the greatest sensitivity and specificity. We find that 330-340-,350-380-, and 400-450-nm excitation yield the best performance. The sensitivity and specificity for discrimination of squamous normal tissue and high-grade squamous intraepithelial lesion (HGSIL) were 71% and 77% on cross validation using three excitation wavelengths. These results Are comparable with those found in earlier in vivo studies; however, in this study we find that the proportion of samples which are HGSIL influences performance. Furthermore stratification of samples within low-grade squamous intraepithelial lesion and HGSIL also appears to influence diagnostic performance. Future diagnostic studies should be carried out at these excitation wavelengths in larger groups so that data can be stratified by diagnostic subcategory, age and menopausal status. Similarly, large studies should be done in screening populations.
引用
收藏
页码:1102 / 1111
页数:10
相关论文
共 32 条
[1]
Agrawal A, 1999, LASER SURG MED, V25, P237, DOI 10.1002/(SICI)1096-9101(1999)25:3<237::AID-LSM8>3.0.CO
[2]
2-F
[3]
[Anonymous], 1975, Discriminant Analysis
[4]
Burke JD, 1999, SPAC STUD, V3, P159
[5]
Cost-effectiveness analysis of diagnosis and management of cervical squamous intraepithelial lesions [J].
Cantor, SB ;
Mitchell, MF ;
Tortolero-Luna, G ;
Bratka, CS ;
Bodurka, DC ;
Richards-Kortum, R .
OBSTETRICS AND GYNECOLOGY, 1998, 91 (02) :270-277
[6]
Dillon W.R., 1984, MULTIVARIATE ANAL ME
[7]
Ferris D G, 2001, J Low Genit Tract Dis, V5, P65, DOI 10.1097/00128360-200104000-00001
[8]
FURLONG S, 1998, OSA SPR TROP M BIOM
[9]
Heintzelman DL, 2000, PHOTOCHEM PHOTOBIOL, V72, P103, DOI 10.1562/0031-8655(2000)072<0103:OEWFIV>2.0.CO
[10]
2