Qualitative evaluation of chromatographic data from quality control schemes using a support vector machine

Analyst

Volumn 133, Issue 1, 2008, Pages 105-111

  Ventura, M ^a,b   Sanchez Niubo, A ^a   Ruiz, F ^c   Agell, N ^d   Ventura, R ^a,e   Angulo, C ^c   Domingo Salvany, A ^a   Segura, J ^a,e   Torre, R De La ^a,e  

^a INST MUNIC D INVESTIGACIO MEDICA   (Spain)

^b UNIVERSITAT AUTÒNOMA DE BARCELONA   (Spain)

^c UNIVERSITAT POLITÈCNICA DE CATALUNYA   (Spain)

^d ESADE BUSINESS SCHOOL   (Spain)

^e UNIVERSITAT POMPEU FABRA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

ANALYTIC METHOD; ARTICLE; ION PAIR CHROMATOGRAPHY; QUALITATIVE ANALYSIS; QUALITY CONTROL; SCORING SYSTEM; SUPPORT VECTOR MACHINE; VALIDATION PROCESS;

EID: 37249053842     PISSN: 00032654     EISSN: None     Source Type: Journal    
DOI: 10.1039/b711653p     Document Type: Article

References (45)

1. ISO 17025 International Organization for Standardization, ISO/IEC 17025: General Requirements for the Competence of Testing and Calibration Laboratories, ISO, Gèneve, 2005
2. C. Jimenez R. Ventura J. Williams J. Segura R. de la Torre Analyst 2004 129 449 455
3. V. N. Vapnik, The Nature of Statistical Learning Theory, Springer-Verlag, New York, 1995
4. C. Cortes V. Vapnik Machine Learning 1995 20 273 297
5. V. N. Vapnik, Statistical Learning Theory, Wiley, New York, 1998
6. C. Cristianini and J. Shawe-Taylor, An Introduction to Support Vector Machines and Other Kernel-based Learning Methods, Cambridge University Press, New York, 2000
7. C. Angulo A. Català Lect. Notes Comput. Sci. 2000 1810 55 64
8. C. Angulo and A. Català, in Connectionist Models of Neurons, Learning Processes and Artificial Intelligence. Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks IWANN 2001, Part I, ed., J. Mira, and, A. Prieto,, Springer-Verlag, London, 2001, Lecture Notes in Computer Science, vol. 2084, pp. 661-668
9. Y. Xu S. Zomer R. G. Brereton Crit. Rev. Anal. Chem. 2006 36 177 188
10. J. H. Oh A. Nandi P. Gurnani L. Knowles J. Schorge K. P. Rosenblatt J. X. Gao J. Bioinform. Comput. Biol. 2006 4 1159 1179
11. F. M. Smith W. M. Gallagher E. Fox R. B. Stephens E. Rexhepaj E. F. Petricoin L. Liotta M. J. Kennedy J. V. Reynolds Ann. Surg. 2007 245 259 266
12. J. K. Yu S. Zheng Y. Tang L. Li J. Zhejiang Univ. Sci. 2005 6 227 231
13. J. K. Yu Y. D. Chen S. Zheng World J. Gastroenterol. 2004 10 3127 3131
14. L. Li H. Tang Z. Wu J. Gong M. Gruidl J. Zou M. Tockman R. A. Clark Artif. Intell. Med. 2004 32 71 83
15. M. Wagner D. Naik A. Pothen Proteomics 2003 3 1692 1698
16. D. Agranoff D. Fernandez-Reyes M. C. Papadopoulos S. A. Rojas M. Herbster A. Loosemore E. Tarelli J. Sheldon A. Schwenk R. Pollok C. F. Rayner S. Krishna Lancet 2006 368 1012 1021
17. R. Willingale D. J. Jones J. H. Lamb P. Quinn P. B. Farmer L. L. Ng Proteomics 2006 6 5903 5914
18. J. Prados A. Kalousis J. C. Sanchez L. Allard O. Carrette M. Hilario Proteomics 2004 4 2320 2332
19. S. Ruepp F. Boess L. Suter M. C. de Vera G. Steiner T. Steele T. Weiser S. Albertini Toxicol. Appl. Pharmacol. 2005 207 161 170
20. S. K. Thukral P. J. Nordone R. Hu L. Sullivan E. Galambos V. D. Fitzpatrick L. Healy M. B. Bass M. E. Cosenza C. A. Afshari Toxicol. Pathol. 2005 33 343 355
21. G. Steiner L. Suter F. Boess R. Gasser M. C. de Vera S. Albertini S. Ruepp Environ. Health Perspect. 2004 112 1236 1248
22. M. West-Nielsen E. V. Hogdall E. Marchiori C. K. Hogdall C. Schou N. H. Heegaard Anal. Chem. 2005 77 5114 5123
23. A. I. Belousov S. A. Verzakov J. Von Frese J. Chemom. 2002 16 482 489
24. J. A. Fernández Pierna V. Baeten A. Michotte Renier R. P. Cogdill P. Dardenne J. Chemom. 2004 18 341 349
25. S. Zomer R. G. Brereton J. F. Carter C. Eckers Analyst 2004 129 175 181
26. M. Song C. M. Breneman J. Bi N. Sukumar K. P. Bennett S. Cramer N. Tugcu J. Chem. Inf. Comput. Sci. 2002 42 1347 1357
27. N. Tugcu M. Song C. M. Breneman N. Sukumar K. P. Bennett S. M. Cramer Anal. Chem. 2003 75 3563 3572
28. M. Donike, in First International Symposium on Current Issues of Drug Abuse Testing, ed., J. Segura, and, R. de la Torre,, CRC Press, Boca Raton, 1992, ch. 34, pp. 225-237
29. L. L. Engel J. Alexander M. Wheeler J. Biol. Chem. 1958 231 159 165
30. W. Schänzer Clin. Chem. (Washington, D. C.) 1996 42 1001 1020
31. W. Schänzer, in Drug Abuse Handbook, ed., S. B. Karch,, CRC Press, Boca Raton, 1998, ch. 9.4, pp. 671-689
32. J. Marcos J. A. Pascual X. de la Torre J. Segura J. Mass Spectrom. 2002 37 1059 1073
33. C. Ayotte D. Goudreault A. Charlebois J. Chromatogr., B: Biomed. Appl. 1996 687 3 25
34. L. D. Bowers, D. A. Armbruster, T. Cairns, J. T. Cody, R. Fitzgerald, B. A. Goldberger, D. Lewis and L. M. Shaw, Gas Chromatography/Mass Spectrometry (GC/MS) Confirmation of Drugs; Approved Guideline, NCCLS document C43-A, NCCLS, Pennsylvania, 2002
35. H. Du M. J. Stillman Anal. Chim. Acta 1997 354 65 76
36. A. Skoog, F. J. Holler and T. A. Nieman, Principios de Análisis Instrumental, McGraw-Hill Interamericana de España, S.A.U., Madrid, 5th edn, 2001, pp. 737-752
37. C. W. Hsu C. J. Lin IEEE Trans. Neural Netw. 2002 13 415 425
38. Optimization Toolbox User's Guide - Version 3, The MathWorks, Inc., Natick, MA, USA, 2004
39. G. Upton and I. Cook, A Dictionary of Statistics, Oxford University Press, Oxford, 2002
40. R. de la Torre A. Domingo-Salvany R. Badia G. Gonzalez D. McFarlane L. San M. Torrens Clin. Chem. (Washington, D. C.) 1996 42 1433 1438
41. J. M. Grant Lancet 1991 337 215 218
42. J. Cohen Ed. Psychol. Meas. 1960 20 37 46
43. J. Cohen Pshycol. Bull. 1968 70 213 220
44. A. J. Viera J. M. Garrett Family Med. 2005 37 360 363
45. Analytical criteria for reporting low concentrations of anabolic steroids, International Olympic Committee, Lausanne, August 1998