The use of principal component analysis and self-organizing map to monitor inhibition of calcium oxalate crystal growth by Orthosiphon stamineus extract

Chemometrics and Intelligent Laboratory Systems

Volumn 81, Issue 1, 2006, Pages 21-28

  Dharmaraj, Saravanan ^a   Hossain, M Amzad ^a   Zhari, Salman ^a   Harn, Gam Lay ^a   Ismail, Zhari ^a  

^a SCHOOL OF PHARMACEUTICAL SCIENCES   (Malaysia)

Author keywords

Calcium oxalate; Orthosiphon stamineus; Principal component analysis (PCA); Self organizing map (SOM)

Indexed keywords

CALCIUM OXALATE; CITRATE SODIUM; PLANT EXTRACT;

ARTICLE; CRYSTAL STRUCTURE; CRYSTALLIZATION; HISTOGRAM; IMAGE ANALYSIS; ORTHOSIPHON; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; SCORING SYSTEM;

EID: 33644842933     PISSN: 01697439     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chemolab.2005.09.007     Document Type: Article

References (23)

1. M.W. McDonald, and M.L. Stoller Geriatrics 52 1997 39
2. G. Bihl, and A. Meyers Lancet 358 2001 651 656
3. I. Zhari, R.M. Sahabudin, N. Ismail, M.N. Ahmad, H.M. Sirajinisa, S.M.A. Raihan, and A. Temumen Mal. J. Sc. 18 1999 13 15
4. H.J. Schneider, W. Bothor, W. Berg, R.H. Borner, and M. Jakob Urol. Int. 38 1983 33 38
5. Th. Briellmann, F. Herring, H. Seiler, and G. Rutishauser Urol. Res. 13 1985 291 295
6. T. Bretherton, and A. Rodgers J. Cryst. Growth 192 1998 448 455
7. P.K. Grover, R.L. Moritz, R.J. Simpson, and R.L. Ryall Eur. J. Biochem. 253 1998 637 644
8. O. Miyake, K. Yoshimura, T. Yoshioka, T. Koide, and A. Okuyama Urol. Res. 26 1998 209 213
9. K. Suzuki, K. Kawamura, and R. Tsugawa Scanning Microsc. 13 1999 183 189
10. B. Hess, C. Jost, L. Zipperle, R. Takkinen, and P. Jaeger Nephrol. Dial. Transplant. 13 1998 2241 2247
11. Anonymous Urol. Res. 16 1988 137 142
12. Anonymous Urol. Res. 17 1989 143 151
13. B. Bernard-Michel, M.N. Pons, H. Vivier, and S. Rohani Chem. Eng. J. 75 1999 92 103
14. N. Laitinen, J. Rantanen, S. Laine, O. Antikainen, E. Rasanen, S. Airaksinen, and J. Yliruusi Chemometr. Intell. Lab. Syst. 62 2002 47 60
15. K.H. Esbensen Multivariate Data Analysis-In Practice 5th ed. 2002 CAMO Process AS Oslo 19 104
16. D.L. Massart, B.G.M. Vandeginste, S.N. Deming, Y. Michotte, and L. Kaufman B.G.M. Vandeginste L. Kaufman Chemometrics: A Textbook 1988 Elsevier Amsterdam 339 370
17. E. Alhoniemi, J. Himberg, J. Parhankangas, and J. Vesanto, SOM Toolbox 2 for Matlab, http://www.cis.hut.fi/projects/somtoolbox/, Helsinki University of Technology, Finland, 2000.
18. T. Kohonen Self-Organizing Maps, Series in Information Sciences vol. 30 1997 Springer Heidelberg, Germany 426
19. J. Vesanto, Using SOM in data mining. Licentiate's thesis. Helsinki University of Technology, 2000.
20. M.K. Li, D.K.Y. Shum, and S. Choi Urol. Res. 15 1987 75 77
21. J.F. Hair, R.E Anderson, R.L. Tatham, and W.C. Black Multivariate Data Analysis 5th ed. 1998 Prentice Hall New Jersey 87 138
22. M. Otto Chemometrics: Statistics and Computer Application in Analytical Chemistry 1999 Wiley-VCH Weinheim, Germany 119 173
23. J. Fowler, L. Cohen, and P. Jarvis Practical Statistics for Field Biology 2nd ed. 1998 John-Wiley & Sons Chichester, England 179 209