A comparison of five approaches for lithium dose and serum concentration prediction

Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS

Volumn 1, Issue , 2001, Pages 104-109

  Kilic, Kemal ^a   Sproule, Beth A ^a   Türksen, I Burhan ^a   Naranjo, Claudio A ^a,b  

^a UNIVERSITY OF TORONTO   (Canada)

^b UNIVERSITY OF TORONTO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; LITHIUM; MATHEMATICAL MODELS; PERFORMANCE; PHARMACOKINETICS; REGRESSION ANALYSIS;

FUZZY SYSTEM MODELING ALGORITHM; SERUM LITHIUM CONCENTRATION PREDICTION; STEPWISE MULTIPLE LINEAR REGRESSIONS; SUGENO-YASUKAWA APPROACH; TERAO METHOD; ZETIN METHOD;

FUZZY SETS;

EID: 0035792482     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. Cooper T.B., Bergner P.E., Simson G.M., "The 24-hour serum lithium level as a prognosticator of dosage requirements", American Journal of Psychiatry, 130:601-3 (1973)
2. Perry P.J., Alexander B.A., Prince R.A., Dunner F.J., "Single point dosing protocol for determining steady state lithium levels", British Journal of Pharmacology, 148:401-5 (1986)
3. Perry P.J., Alexander B.A., Dunner F.J., et al. "Pharmacokinetic protocol for predicting serum lithium levels", Journal of Clinical Psychopharmacology, 2:114-8 (1982)
4. Slattery J.T., Gibaldi M., Koup J.R. "Prediction maintenance dose required to attain a desired drug concentration at steady state from a single determination of concentration after an initial dose", Clinical Pharmacokinetic, 5:377-385 (1980)
5. Zetin M., Garber D., De Antonio M., et al. "Prediction of Lithium Dose: A mathematical Alternative to Test-Dose method", Journal of Clinical Psychiatry, 47-4: 175-8 (1986)
6. Terao T., Okuno K., Nakano H. et al., "A simpler and more accurate equation to predict daily lithium dose", Journal of clinical Psychopharmacology, 19-4:336-40 (1999)
7. Beal S.L., Sheiner L.B. "The NONMEM system", American Statistics, 34:118-9 (1980)
8. Mallet A.A., "A maximum likelihood estimation method for random coefficient regression models", Biometrica, 73: 645-56 (1986)
9. Sproule B.A., Bazoon M., Shulman K.I. et al., "Fuzzy logic pharmacokinetic modeling: Application to lithium concentration prediction", Clinical Pharmacology Therapy 62:29-40 (1997)
10. Turksen I.B., Sproule B.A., Kilic, K., Naranjo C.A., "Fuzzy logic Pharmacokinetic modeling", Proceedings ERUDIT (European Network in Uncertainty Techniques - Developments for Use in Information Technology) Workshop: Fuzzy diagnostic and therapeutic decision support, University of Vienna Medical School, Vienna, Austria, May 11-12, pg. 19-23 (2000)
11. Sugeno M., Yasukawa T.A., "A Fuzzy Logic Based Approach to Qualitative Modeling", IEEE Transactions on Fuzzy Systems, 31:7-31 (1993)
12. Kilic K. Sproule B.A., Turksen I.B., Naranjo C.A., "Fuzzy system modeling in pharmacology: A new algorithm", Fuzzy Sets and System, (submitted 2000)
13. Turksen I.B., "Type I and Type II Fuzzy System Modeling", Fuzzy Sets and Systems, 106: 11-34 (1999)
14. Turksen I.B. "Theories of SEt and Logic with Crisp or Fuzzy Information Granules", Journal of Advanced Computation and Intelligence, 3-4:264-273 (1999)