2021
DOI: 10.1016/j.talo.2020.100027
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Determination of the quality of metronidazole formulations by near-infrared spectrophotometric analysis

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Cited by 10 publications
(9 citation statements)
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“…It allows the exploration of data through the reduction of its dimensionality [ 23 ]. In fact, PCA allows to reduce the dimensions of the original data space by using a smaller and more efficient abstract space of latent variables called principal components (PCs) [ 24 ]. In this new space, data (spectra in our case) can be displayed while keeping the same information as the original space.…”
Section: Methodsmentioning
confidence: 99%
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“…It allows the exploration of data through the reduction of its dimensionality [ 23 ]. In fact, PCA allows to reduce the dimensions of the original data space by using a smaller and more efficient abstract space of latent variables called principal components (PCs) [ 24 ]. In this new space, data (spectra in our case) can be displayed while keeping the same information as the original space.…”
Section: Methodsmentioning
confidence: 99%
“…(1) Classical SIMCA Analysis . The classical SIMCA algorithm uses samples with known origin (training samples) to perform a classification rule which allows classifying new samples (test samples) in one of the classes [ 24 ]. The different classes are modelled individually by a separate PCA.…”
Section: Methodsmentioning
confidence: 99%
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“…17,18 Metronidazole is an antibiotic and antiparasitic substance member of the nitroimidazole class, widely used in the treatment of a number of infections caused by anaerobic bacteria and some types of protozoa. 19 These two medicines were selected because they are on the national list of essential medicines in Cameroon 20 and have been listed among the most readily available on the African pharmaceutical market in two studies conducted in Cameroon, the Democratic Republic of Congo (DRC), and Togo. 21,22 The galenic tablet form was chosen because it represents the most often sold formulation and is in turn highly targeted by falsifiers.…”
Section: Introductionmentioning
confidence: 99%
“…In the literature, the use of different techniques was reported for separation or quantitative MNZ detection in environmental and biological samples, human plasma, drugs, and food products. They include high-performance liquid chromatography [ 11 ], liquid chromatography-tandem mass spectrometric method (LC-MS/MS) [ 12 ], chemiluminescence [ 13 ] fluorescence [ 14 , 15 ], near-infrared spectrophotometry (NIRS) [ 16 ], spectrophotometry [ 17 , 18 , 19 ], voltammetry with chemically modified electrodes [ 20 , 21 , 22 , 23 , 24 , 25 , 26 , 27 , 28 , 29 ].…”
Section: Introductionmentioning
confidence: 99%