Rapid determination of compound rifampicin tablets using near infrared spectroscopy with artificial neural network

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3980 LNCS, Issue , 2006, Pages 938-945

  Guo, Weiliang ^a   Meng, Qingfan ^a   Lu, Jiahui ^a   Jiang, Chaojun ^a   Liang, Yanchun ^a   Teng, Lirong ^a  

^a JILIN UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION; INFRARED SPECTROSCOPY; NEURAL NETWORKS; PARAMETER ESTIMATION; TOPOLOGY; TRANSFER FUNCTIONS;

LEVENBERG-MARQUARDT TRAINING ALGORITHM; LOG-SIGMOID TRANSFER FUNCTION; RIFAMPICIN; THE ROOT MEAN SQUARE ERROR OF PREDICTION (RMSEP);

ANTIBIOTICS;

EID: 33745952459     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11751540_102     Document Type: Conference Paper

References (11)

1. Gurumurrthy, P., Ramachandran, G., Vijayalakshmi, S., Hemanth-Kumar, A.K. (ed.): Bioavailability of rifampicin, isoniazid and pyrazinamide in a triple drug formulation: comparison of plasma and urine kinetics. Int. J. Tuberc. Lung. Dis. 3 (1999) 119-125
2. Vij, J.C., Govil, A., Jain, N.K., Nath, T., Srivastava, D.K. Gulati, R., Triloki N.: Bioavailability of rifampicin, isoniazid and pyrazinamide in patients with intestinal tuberculosis with malabsorption. Indian Journal of Tuberculosis. 42 (1995) 211
3. Espinosa-Mansilla, A., Acedo-Valenzuela, M.I., Munoz, de, la, Pena, A., Salinas, Lopez, F., Canada, Canada, F.: Comparative study of partial least squares and a modification of hybrid linear analysis calibration in the simultaneous spectrophotometric determination of rifampicin, pyrazinamide and isoniazid. Anal. Chim. Acta. 427 (2001) 129-136
4. Acedo-Valenzuela, M.I., Espinosa-Mansilla, A., Munoz, de, la, Pena, A., Canada, Canada, F.: Determination of antitubercular drugs by micellar electrokinetic capillary chromatography (MEKC). Anal. Bioanal. Chem. 374 (2002) 432-437
5. Calleri, E., Lorenzi, E.D., Furlanetto, S., Massolini, G., Caccialanza, G.: Validation of a RPLC method for the simultaneous determination of isoniazid, pyrazinamide and rifampicin in a pharmaceutical formulation. J. Pharm. Biomed. Anal. 19 (2002) 1089-1096
6. Smith, P.J., Van-Dyk, J., Fredericks, A.: Determination of rifampicin, isoniazid and pyrazinamide by high performance liquid chromatography after their simultaneous extraction from plasma. Int. J. Tuberc. Lung. Dis. 3 (1999) 325-328
7. Argekar, A.P., Kunjir, S.S., Purandare, K.S.: Simultaneous determination of rifampicin, isoniazid and pyrazinamid by high performance thin layer chromatography. J. Pharm. Biomed. Anal. 4 (1996) 1645-1650
8. Nikolich, K., Sergides, C., Pittas, A.: The application of Near Infrared Reflectance Spectroscopy(NIRS) for the quantitative analysis of hydrocortisone in primary materials. J. Serb. Chem. Soc. 2846 (2001) 189-198
9. Blanco, M., Villarroya, I.: NIR spectroscopy: A rapid-response analytical tool. Trends. Analyt. Chem. 21 (2002) 240-250
10. Marquardt, D.: An Algorithm for Least Squares Estimation of Nonlinear Parameters. J. Soc. Ind. Appl. Math. 11 (1963) 431-441
11. Ying, D., Ying, S., Yu-Qiu, R., Yu-Lin, R.: Artificial neural network for simultaneous determination of two components of compound paracetamol and diphenhydramine hydrochloride powder on NIR spectroscopy. Anal. Chim. Acta. 528 (2005) 55-61