DocumentCode
560604
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
Volume
1
fYear
2011
fDate
9-11 Dec. 2011
Firstpage
554
Lastpage
556
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;
fLanguage
English
Publisher
ieee
Conference_Titel
IT in Medicine and Education (ITME), 2011 International Symposium on
Conference_Location
Cuangzhou
Print_ISBN
978-1-61284-701-6
Type
conf
DOI
10.1109/ITiME.2011.6130898
Filename
6130898
Link To Document