Statistical approach to neural network model building for Gentamicin peak predictions

Journal of Pharmaceutical Sciences

Volumn 85, Issue 1, 1996, Pages 65-69

  Smith, Brian P ^a   Brier, Michael E ^a,b  

^a UNIVERSITY OF LOUISVILLE   (United States)

^b DEPARTMENT OF VETERANS AFFAIRS   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CREATININE; GENTAMICIN;

ADOLESCENT; ADULT; AGED; ARTICLE; ARTIFICIAL NEURAL NETWORK; BAYES THEOREM; CREATININE CLEARANCE; DRUG BLOOD LEVEL; HUMAN; MAJOR CLINICAL STUDY; NONLINEAR SYSTEM; PREDICTION; STATISTICAL ANALYSIS;

EID: 0030048766     PISSN: 00223549     EISSN: None     Source Type: Journal    
DOI: 10.1021/js950271l     Document Type: Article

References (19)

1. Shadmehr, R.; D'Argenio, D. Z. Neural Computation 1990, 2, 216-225.
2. Hussain, A. S.; Yu, X.; Johnson, R. D. Pharm. Res. 1991, 8, 1248-1252.
3. Veng-Pedersen, P.; Modi, N. B. J. Pharmacokinet. Biopharm. 1992, 20, 397-411.
4. Veng-Pedersen, P.; Modi, N. B. J. Pharm. Sci. 1993, 82, 918-926.
5. Hussain, A. S.; Johnson, R. D.; Vachharajani, N. N.; Ritschel, W. A. Pharm. Res. 1993,10, 466-469.
6. Erb, R. J. Pharm. Res. 1993, 10, 165-170.
7. Brier, M. E.; Zurada, J. M.; Aronoff, G. R. Pharm. Res. 1995, 12, 406-412.
8. Hanson, S. J.; Pratt, L. Y. In Advances in Neural Information Processing 1; Touretzky, D. S., Ed.; Morgan Kaufmann: New York, 1989; pp 177-185.
9. Karnin, E. D. IEEE Trans. Neural Networks 1990, 1, 239-242.
10. Cockroft, D. W.; Gault, M. H. Nephron 1976, 16, 31-41.
11. Knoben, J. E.; Anderson, P. O. Drug Intelligence Publication 1988, 11.
12. Rummelhart, D. E.; Hinton, G. E.; Williams, R. J. Institute for Cognitive Science Report 8506. University of California, San Diego, 1985.
13. Minai, A. A,; Williams, R. D. Int. Joint Conf. Neural Networks 1990, 1, 676-679.
14. Zurada, J. M. Introduction to Artificial Neural Systems; West Publishing: St. Paul, 1992.
15. Akaike, H. IEEE Trans. Automatic Control 1974, 19, 716-723.
16. Schwarz, G. Ann. Statistics 1978, 6, 461-464.
17. Brier, M. E.; Fingar, B. Pharm. Res. 1994, 11, S419.
18. Brier, M. E.; Aronoff, G. R. Clin. Pharmacol. Ther. 1995, 57, 157.
19. Hornik, K. Neural Networks 1991, 4, 251-257.