Autofluorescence and diffuse reflectance spectroscopy for oral oncology

被引:113
作者
de Veld, DCG
Skurichina, M
Wities, MJH
Duin, RPW
Sterenborg, HJCM
Roodenburg, JLN
机构
[1] Erasmus MC, Dept Radiat Oncol, Photodynam Therapy & Opt Spect Programme, NL-3000 CA Rotterdam, Netherlands
[2] Univ Groningen Hosp, Div Oncol, Dept Oral & Maxillofacial Surg, Groningen, Netherlands
[3] Delft Univ Technol, Fac Elect Engn Math & Comp Sci, Informat & Commun Theory Grp, Delft, Netherlands
关键词
autofluorescence spectroscopy; cancer detection; combined classifiers; oral cancer; reflectance spectroscopy;
D O I
10.1002/lsm.20122
中图分类号
R75 [皮肤病学与性病学];
学科分类号
100206 ;
摘要
Background and Objectives: Autofluorescence and diffuse reflectance spectroscopy have been used separately and combined for tissue diagnostics. Previously, we assessed the value of autofluorescence spectroscopy for the classification of oral (pre-)malignancies. In the present study, we want to determine the contributions of diffuse reflectance and autofluorescence spectroscopy to diagnostic performance. Study Design/Materials and Methods: Autofluorescence and diffuse reflectance spectra were recorded from 172 oral lesions and 70 healthy volunteers. Autofluorescence, spectra were corrected in first order for blood absorption effects using diffuse reflectance spectra. Principal Components Analysis (PCA) with various classifiers was applied to distinguish (1) cancer and (2) all lesions from healthy oral mucosa, and (3) dysplastic and malignant lesions from benign lesions. Autofluorescence and diffuse reflectance spectra were evaluated separately and combined. Results: The classification of cancer versus healthy mucosa gave excellent results for diffuse reflectance as well as corrected autofluorescence (Receiver Operator Characteristic (ROC) areas up to 0.98). For both autofluorescence and diffuse reflectance spectra, the classification of lesions versus healthy mucosa was successful (ROC areas up to 0.90). However, the classification of benign and (pre-)malignant lesions was not successful for raw or corrected autofluorescence spectra (ROC areas < 0.70). For diffuse reflectance spectra, the results were slightly better (ROC areas up to 0.77). Conclusions: The results for plain and corrected autofluorescence as well as diffuse reflectance spectra were similar. The relevant information for distinguishing lesions from healthy oral mucosa is probably sufficiently contained in blood absorption and scattering information, as well as in corrected autofluorescence. However, neither type of information is capable of distinguishing benign from dysplastic and malignant lesions. Combining autofluorescence and reflectance only slightly improved the results. (c) 2005 Wiley-Liss, Inc.
引用
收藏
页码:356 / 364
页数:9
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