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author:

Sun Lei (Sun Lei.) [1] (Scholars:孙磊) | 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:

SCIE 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 Linear discriminant analysis Nasopharyngeal carcinoma Raman spectroscopy Support vector machines

Community:

  • [ 1 ] [Sun Lei]Fuzhou Univ, Zhicheng Coll, Fuzhou 350002, Peoples R China
  • [ 2 ] [Chen Yang]Fuzhou Univ, Zhicheng Coll, Fuzhou 350002, Peoples R China
  • [ 3 ] [Huang Yang-wen]North Univ China, Minist Educ, Key Lab Instrumentat Sci & Dynam Measurement Nort, Taiyuan 030051, Peoples R China
  • [ 4 ] [Ou Lin]Fujian Normal Univ, Minist Educ, Key Lab Optoelect Sci & Technol Med, Fuzhou 350007, Peoples R China
  • [ 5 ] [Feng Shang-yuan]Fujian Normal Univ, Minist Educ, Key Lab Optoelect Sci & Technol Med, Fuzhou 350007, Peoples R China
  • [ 6 ] [Lei Jin-ping]Fujian Normal Univ, Minist Educ, Key Lab Optoelect Sci & Technol Med, Fuzhou 350007, Peoples R China
  • [ 7 ] [Su Ying]Fujian Prov Tumor Hosp, Radiobiol Lab, Fuzhou 350014, Peoples R China

Reprint 's Address:

  • 陈阳

    [Chen Yang]Fuzhou Univ, Zhicheng Coll, Fuzhou 350002, Peoples R China

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Source :

SPECTROSCOPY AND SPECTRAL ANALYSIS

ISSN: 1000-0593

CN: 11-2200/O4

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:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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