Identification of oral carcinogenesis using autofluorescence spectroscopy: An in vivo study

Tsui Min Tsai, Chin Tin Chen, Chih Yu Wang, Chun Pin Chiang, Yu Luan Kuo

研究成果: 書貢獻/報告類型會議貢獻

摘要

A study on in vivo measurement of autofluorescence spectra for hamster buccal pouch and development of oral carcinogenesis identification algorithm is presented. The measurement was preceded with a fiber-optics based fluorescence spectroscopy system. In total 75 samples, including 14 hyperkeratosis, 23 normal, 28 dysplasia, and 10 SCC, were separated into 4 categories. All the spectra were normalized to have the same area below the spectrum curve. The results show that the autofluorescence spectra start to change as soon as the tissues have morphological alternation (eg hyperkeratosis). The differences of ratios between the areas under 380 ± 15 nm and 460 ± 15 nm (denoted as A380±15 / A460±15) among categories are statistically significant. To develop a diagnostic algorithm for early neoplasia detection and evaluate its performance, a PLS discriminant analysis with cross-validation technique was proceeded. Sample points on the PLS score plot were grouped as four categories. By selecting suitable threshold, the accuracy rates for classifying 4 categories of samples are 86% (hyperkeratosis), 87% (normal), 90% (dysplasia), and 100% (SCC), respectively. The results reveal that the autofluorescence spectroscopy technique is potential for in vivo detection of early neoplasia of oral tissues.

原文英語
主出版物標題Proceedings of SPIE - The International Society for Optical Engineering
編輯A.E.T. Chiou, H. Podbielska, S.L. Jacques
頁面115-120
頁數6
4597
DOIs
出版狀態已發佈 - 2001
事件Biophotonics Instumentation and Analysis - Singapore, 新加坡
持續時間: 十一月 28 2001十一月 29 2001

其他

其他Biophotonics Instumentation and Analysis
國家新加坡
城市Singapore
期間11/28/0111/29/01

    指紋

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Condensed Matter Physics

引用此

Tsai, T. M., Chen, C. T., Wang, C. Y., Chiang, C. P., & Kuo, Y. L. (2001). Identification of oral carcinogenesis using autofluorescence spectroscopy: An in vivo study. 於 A. E. T. Chiou, H. Podbielska, & S. L. Jacques (編輯), Proceedings of SPIE - The International Society for Optical Engineering (卷 4597, 頁 115-120) https://doi.org/10.1117/12.446646