Multi-class classification algorithm for optical diagnosis of oral cancer

Journal of Photochemistry and Photobiology B: Biology

Volumn 85, Issue 2, 2006, Pages 109-117

  Majumder, S K ^a   Gupta, A ^b   Gupta, S ^b   Ghosh, N ^a   Gupta, P K ^a  

^a RAJA RAMANNA CENTRE FOR ADVANCED TECHNOLOGY   (India)

^b NETAJI SUBHAS INSTITUTE OF TECHNOLOGY   (India)

Author keywords

Autofluorescence spectroscopy; Diagnostic algorithm; Leukoplakia; Multi class classification; Oral cancer; Squamous cell carcinoma (SCC); Total principal component regression (TPCR)

Indexed keywords

ADULT; AGED; ALGORITHM; ARTICLE; AUTOFLUORESCENCE; CANCER CENTER; CANCER GRADING; CANCER SCREENING; CANCER TISSUE; CLASSIFICATION; CONTROLLED STUDY; DIAGNOSTIC ACCURACY; DIAGNOSTIC PROCEDURE; FEMALE; HUMAN; IN VIVO STUDY; INDIA; LEUKOPLAKIA; MAJOR CLINICAL STUDY; MALE; MOUTH CANCER; MOUTH MUCOSA; PRECANCER; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; PROCESS DEVELOPMENT; PUBLIC HOSPITAL; REGRESSION ANALYSIS; SPECTROSCOPY; SQUAMOUS CELL CARCINOMA; TRAINING; VALIDATION PROCESS;

ADULT; AGED; ALGORITHMS; FEMALE; HUMANS; MALE; MIDDLE AGED; MOUTH NEOPLASMS; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SPECTROMETRY, FLUORESCENCE;

EID: 33749590987     PISSN: 10111344     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jphotobiol.2006.05.004     Document Type: Article

References (38)

1. Wagnieres G.A., Star W.M., and Wilson B.C. Photochem. Photobiol. 68 (1998) 603-632
2. Servick-Muraca E., and Richards Kortum R. Annu. Rev. Phys. Chem. 47 (1996) 556-606
3. Ramanujam N. Neoplasia 2 (2000) 1-29
4. Mahadevan-Jansen A., and Richards-Kortum R. J. Biomed. Opt. 1 (1996) 31-70
5. Cothren R.M., Sivak M.V., Dam J.V., Petras R.E., Fitzmaurice M., Crawford J.M., Wu J., Brennan J.F., Rava R., Manoharan R., and Feld M.S. Gastrintest. Endosc. 44 (1996) 168-176
6. Lin W.C., Toms S.A., Jhonson M., Jansen E.D., and Mahadevan-Jansen A. Photochem. Photobiol. 73 (2001) 396-402
7. Gupta P.K., Majumder S.K., and Uppal A. Lasers Surg. Med. 21 (1997) 417-422
8. Majumder S.K., Uppal A., and Gupta P.K. Lasers Life Sci. 8 (1999) 211-227
9. Kapadia C.R., Cutruzzola F.W., O'Brien K.M., Stetz M.L., Enriquez R., and Deckelbaum L.I. Gastroenterology 99 (1990) 150-157
10. Marchesini R.M., Brambilla M., Pignoli E., Bottiroli G., Croce A.C., Fante M.D., Spinelli P., and Palma S.D. J. Photochem. Photobiol. B: Biol 14 (1992) 219-230
11. Schomacker K.T., Frisoli J.K., Compton C.C., Flotte T.J., Richter J.M., Nishioka N.S., and Deutsch T.F. Lasers Surg. Med. 12 (1992) 63-78
12. Koenig F., McGovern F.J., Althausen A.F., Deutsch T.F., and Schomacker K.T. J. Urol. 156 (1996) 1597-1601
13. Yang Y., Katz A., Celmer E.J., Zurawska-Szczepaniak M., and Alfano R.R. Lasers Life Sci. 7 (1987) 115-127
14. Brewer M., Utzinger U., Silva E., Gershenson D., Bast R.C., Follen M., and Richards-Kortum R. Lasers Surg. Med. 29 (2001) 128-135
15. Dhingra J.K., Perrault D.F., McMillan K., Rebeiz E.E., Kaban S., Manoharan R., Itzkan I., Feld M.S., and Shapshay S.M. Arch. Otolaryngol. Head Neck Surg. 122 (1996) 1181-1186
16. Majumder S.K., Uppal A., and Gupta P.K. Curr. Sci. 70 (1996) 833-836
17. Wang C.Y., Chen C.T., Chiang C.P., Young S.T., Chow S.N., and Chiang H.K. Photochem. Photobiol. 69 (1999) 471-477
18. Atkinson E.N., Mitchell M.F., Ramanujam N., and Richards-Kortum R. J. Cell Biochem. Supplement 23 (1995) 125-130
19. Ramanujam N., Follen-Mitchell M., Mahadevan-Jansen A., Thomson S., Staerkel G., Malpica A., Wright T., Atkinson N., and Richards-Kortum R. Photochem. Photobiol. 64 (1996) 720-735
20. Zuluaga A., Utzinger U., Durkin H., Fuchs A., Gillenwater A., Jacob R., Kemp B., Fan J., and Richards-Kortum R. Appl. Spectrosc. 53 (1999) 302-311
21. Heintzelmann D., Utzinger U., Fuchs H., Zuluaga A., Gossage K., Gillenwater A.M., Jacob R., Kemp B., and Richards-Kortum R. Photochem. Photobiol. 72 (2000) 103-113
22. Majumder S.K., Mohanty S.K., Ghosh N., Gupta P.K., Jain D.K., and Khan F. Curr. Sci. 79 (2000) 1089-1094
23. van Staveren H.J., van Veen R.L., Speelman O.C., Witjes M.J., Star W.M., and Roodenburg J.L. Oral Oncol. 36 (2000) 286-293
24. Rovithakis G.A., Maniadakis A.N., Zervakis M., Fillipidis G., Zakarakis G., Katsamouris A.N., and Papazoglou T.G. IEEE Trans. BME. 48 (2001) 1088-1096
25. Tumer K., Ramanujam N., Ghosh J., and Richards-Kortum R. IEEE Trans. BME. 45 (2001) 953-961
26. Agrawal N., Gupta S., Bhawna, Pradhan A., Viswanath K., and Panigrahi P.K. IEEE J. Select. Topics Quant. Electron. 9 (2003) 154-161
27. Majumder S.K., Ghosh N., Kataria S., and Gupta P.K. Lasers Surg. Med. 33 (2003) 48-56
28. Palmer G.M., Zhu C., Breslin T.M., Xu F., Gilchrist K.W., and Ramanujam N. IEEE Trans. Biomed. Eng. 50 (2003) 1233-1242
29. Lin W.M., Yuan X., Yuen P., Wei W.I., Sham J., Shi P.C., and Qu J. J. Biomed. Opt. 9 (2004) 180-186
30. Majumder S.K., Ghosh N., and Gupta P.K. J. Biomed. Opt. 10 (2005) 024034 1-14
31. Majumder S.K., Ghosh N., and Gupta P.K. Lasers Surg. Med. 36 (2005) 323-333
32. Majumder S.K., Ghosh N., and Gupta P.K. J. Photochem. Photobiol. B: Biol. 81 (2005) 33-42
33. J. Weston, C. Watkins, Technical Report CSD-TR-98_04, Department of Computer Science, Royal Holloway, University of Lonsdon, Egham TW20 0EX, UK, 1998.
34. Jain A.K., Duin R.P.W., and Mao J. IEEE Trans. Pattern Anal. 22 (2000) 4-37
35. Tan Y., Shi L., Tong W., and Wang C. Nucl. Acid Res. 35 (2005) 56-65
36. Broder A.C. The microscopic grading of cancer. In: Pack G.T., and Ariel I.M. (Eds). Treatment of Cancer and Allied Diseases. second ed. vol. 1 (1940), Paul B. Hoeber, New York 55-75
37. In: Johnson R.A., and Wichern D.W. (Eds). Principal Component Analysis in Applied Multivariate Statistical Analysis. second ed. (1988), Prentice-Hall International, New Jersey
38. Hand D.J. Pattern Recognit. Lett. 4 (1986) 335-346