DocumentCode :
826922
Title :
Optimal excitation wavelengths for discrimination of cervical neoplasia
Author :
Chang, Sung K. ; Follen, Michele ; Malpica, Anais ; Utzinger, Urs ; Staerkel, Gregg ; Cox, Dennis ; Atkinson, E. Neely ; MacAulay, Calum ; Richards-Kortum, Rebecca
Author_Institution :
Dept. of Electr. & Comput. Eng., Texas Univ., Austin, TX, USA
Volume :
49
Issue :
10
fYear :
2002
Firstpage :
1102
Lastpage :
1111
Abstract :
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.
Keywords :
cancer; fluorescence spectroscopy; gynaecology; patient diagnosis; ultraviolet spectroscopy; visible spectroscopy; 330 to 450 nm; age; cervical neoplasia discrimination; classification algorithms; diagnostic classes; diagnostic subcategory; fluorescence excitation-emission matrices; in vivo studies; low-grade squamous intraepithelial lesion; menopausal status; normal tissue; optimal excitation wavelengths; samples stratification; screening populations; Data analysis; Fluorescence; In vitro; In vivo; Lesions; Light sources; Neoplasms; Sensitivity and specificity; Spectroscopy; Wavelength measurement; Carcinoma, Squamous Cell; Cervical Intraepithelial Neoplasia; Diagnosis, Computer-Assisted; Diagnosis, Differential; Female; Humans; Microscopy, Fluorescence; Papillomavirus Infections; Principal Component Analysis; Quality Control; Reproducibility of Results; Sensitivity and Specificity; Single-Blind Method; Tumor Virus Infections; Ultraviolet Rays; Uterine Cervical Neoplasms; Vaginal Smears;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/TBME.2002.803597
Filename :
1035959
Link To Document :
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