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author:

Sun, Lei (Sun, Lei.) [1] | Chen, Yang (Chen, Yang.) [2] | Huang, Yang-Wen (Huang, Yang-Wen.) [3] | Ou, Lin (Ou, Lin.) [4] | Su, Ying (Su, Ying.) [5] | Feng, Shang-Yuan (Feng, Shang-Yuan.) [6] | Lei, Jin-Ping (Lei, Jin-Ping.) [7]

Indexed by:

EI PKU CSCD

Abstract:

In the present work, two algorithms of support vector classification (SVC) were utilized to analyze and classify Raman spectra of nasopharyngeal cell lines C666-1, CNE2 and nasopharyngeal normal cell line NP69, and achieved great sensitivity and specificity which are all up to 90%. This is coincident with our previous LDA classification model. The final results show that both of these two SVC algorithms can well classify the cell lines, and meanwhile may be helpful to the realization of Raman spectroscopy to be one of diagnostic techniques of nasopharyngeal carcinoma.

Keyword:

Cell culture Cells Discriminant analysis Raman spectroscopy Spectrum analysis Static Var compensators Support vector machines

Community:

  • [ 1 ] [Sun, Lei]Zhicheng College, Fuzhou University, Fuzhou 350002, China
  • [ 2 ] [Chen, Yang]Zhicheng College, Fuzhou University, Fuzhou 350002, China
  • [ 3 ] [Huang, Yang-Wen]Key Laboratory of Instrumentation Science and Dynamic Measurement (North University of China), Ministry of Education, North University of China, Taiyuan 030051, China
  • [ 4 ] [Ou, Lin]Key Laboratory of Optoelectronic Science and Technology for Medicine, Ministry of Education, Fujian Normal University, Fuzhou 350007, China
  • [ 5 ] [Su, Ying]Laboratory of Radiobiology, Fujian Provincial Tumor Hospital, Fuzhou 350014, China
  • [ 6 ] [Feng, Shang-Yuan]Key Laboratory of Optoelectronic Science and Technology for Medicine, Ministry of Education, Fujian Normal University, Fuzhou 350007, China
  • [ 7 ] [Lei, Jin-Ping]Key Laboratory of Optoelectronic Science and Technology for Medicine, Ministry of Education, Fujian Normal University, Fuzhou 350007, China

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Source :

Spectroscopy and Spectral Analysis

ISSN: 1000-0593

Year: 2013

Issue: 6

Volume: 33

Page: 1566-1569

0 . 2 7

JCR@2013

0 . 7 0 0

JCR@2023

JCR Journal Grade:4

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 2

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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