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Simultaneous Spectrophotometric Determination of Chlordiazepoxide and Clidinium Bromide in Sugar Coated Tablets by Partial Least Squares, Principal Component Regression and Artificial Neutral Network

dc.contributor.author Dinc, Erdal
dc.contributor.author Baleanu, Dumitru
dc.contributor.author Dermis, Saadet
dc.contributor.author Baleanu, Dumitru
dc.contributor.other Matematik
dc.date.accessioned 2025-09-23T12:48:14Z
dc.date.available 2025-09-23T12:48:14Z
dc.date.issued 2006
dc.description.abstract Multivariate spectrophotometric approaches based on namely partial least squares (PLS), principal component regression (PCR) and artificial neural network (ANN) were proposed for the simultaneous determination of chlordiazepoxide (CHP) and clidinium bromide (CLB) in sugar coated tablets without any chemical separation step. As an alternative approach, ANN was applied to obtain the calibration function between the training data matrix and its corresponding absorbance data matrix. A training set consisting of 24 mixture solutions in the concentration range of 0-25 mu g/mL CHP and 0-30 mg/mL was prepared in methanol and 0.1 M NaOH (60:40, v/v). PLS and PCR calibrations were constructed by using their chemometric algorithms dependent on the relationships training set and absorbance data matrix obtained in the spectral range of 210-400 nm. As a comparison approach, ANN was applied to the determination of the investigated drugs in their mixtures and the commercial pharmaceutical preparation to clarify interactions between the analyzed compounds and excipients in samples. The validation of these chemometric methods was carried out by analyzing the artificial mixtures containing CHP and CLB drugs. The mathematical treatments were performed by using Microsoft Excel, a neural network algorithm written in Matlab 7.0 and the PLS toolbox 3.5. These multivariate approaches were successfully applied to the real CHP and CLB samples. As a result, the proposed chemometric methods were found suitable for the quality control and routine analysis of two drugs in sugar coated tablets. en_US
dc.identifier.citation Dinç,E., Dermiş, S., Baleanu, D. (2006). Simultaneous spectrophotometric determination of chlordiazepoxide and clidinium bromide in sugar coated tablets by partial least squares, principal component regression and artificial neutral network. Revista De Chimie. 57(3), 229-233. en_US
dc.identifier.issn 0034-7752
dc.identifier.scopus 2-s2.0-34248576920
dc.identifier.uri https://hdl.handle.net/20.500.12416/15244
dc.language.iso en en_US
dc.publisher Chiminform Data S A en_US
dc.rights info:eu-repo/semantics/closedAccess en_US
dc.subject Uv-Spectrophotometry en_US
dc.subject Binary Mixture en_US
dc.subject Partial Least Squares en_US
dc.subject Principal Component Regression en_US
dc.subject Artificial Neural Network en_US
dc.title Simultaneous Spectrophotometric Determination of Chlordiazepoxide and Clidinium Bromide in Sugar Coated Tablets by Partial Least Squares, Principal Component Regression and Artificial Neutral Network en_US
dc.title Simultaneous spectrophotometric determination of chlordiazepoxide and clidinium bromide in sugar coated tablets by partial least squares, principal component regression and artificial neutral network tr_TR
dc.type Article en_US
dspace.entity.type Publication
gdc.author.scopusid 7003965179
gdc.author.scopusid 6507054567
gdc.author.scopusid 7005872966
gdc.author.wosid Dermiş, Saadet/Jgm-4998-2023
gdc.author.wosid Baleanu, Dumitru/B-9936-2012
gdc.author.wosid Dinç, Erdal/Aah-6311-2020
gdc.author.yokid 6981
gdc.coar.access metadata only access
gdc.coar.type text::journal::journal article
gdc.description.department Çankaya University en_US
gdc.description.departmenttemp Ankara Univ, Fac Pharm, Dept Analyt Chem, TR-06100 Ankara, Turkey; Cankaya Univ, Fac Arts & Sci, Dept Math & Comp Sci, TR-06530 Ankara, Turkey; Natl Inst Laser Plasma & Radiat Phys, Inst Space Sci, R-76911 Magurele, Romania en_US
gdc.description.endpage 233 en_US
gdc.description.issue 3 en_US
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
gdc.description.startpage 229 en_US
gdc.description.volume 57 en_US
gdc.description.woscitationindex Science Citation Index Expanded
gdc.identifier.wos WOS:000237578100001
gdc.publishedmonth 3
gdc.scopus.citedcount 9
gdc.virtual.author Baleanu, Dumitru
gdc.wos.citedcount 7
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