Title :
Analysis on data for detection of lung cancer using serum auto-fluorescence
Author :
Li, Xiaozhou ; Wang, Rong ; Lei, Ming
Author_Institution :
Sch. of Sci., Shenyang Ligong Univ., Shenyang, China
Abstract :
In this paper, the lung cancer and control group were detected using laser induced auto-fluorescence spectra of human serum. The results show that three fluorescence intensity ratios existed obvious difference between the lung cancer and control group. Then linear discriminant analysis was used on the three ratios, and a total diagnosis accuracy of 83.3% was obtained.
Keywords :
cancer; data analysis; fluorescence; laser applications in medicine; lung; patient diagnosis; proteins; control group; data analysis; fluorescence intensity ratio; human serum; laser induced autofluorescence spectra; linear discriminant analysis; lung cancer detection; total diagnosis accuracy; Accuracy; Blood; Cancer; Fluorescence; Linear discriminant analysis; Lungs; Spectroscopy; fluorescence spectroscopy; lung cancer; serum;
Conference_Titel :
IT in Medicine and Education (ITME), 2011 International Symposium on
Conference_Location :
Cuangzhou
Print_ISBN :
978-1-61284-701-6
DOI :
10.1109/ITiME.2011.6130898
