2019
DOI: 10.1155/2019/1521035
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An Approach to Rapid Determination of Tween-80 for the Quality Control of Traditional Chinese Medicine Injection by Partial Least Squares Regression in Near-Infrared Spectral Modeling

Abstract: This study established an approach to rapidly determine the Tween-80 in traditional Chinese medicine (TCM) injection by using near-infrared (NIR) spectroscopy. Totally 133 standard solutions of Tween-80 were prepared and randomly divided into calibration set and validation set, containing 109 and 24 samples, respectively. Spectral data were preprocessed and then subjected to establish a predictive model using partial least-squares (PLS). The standard error of cross validation (SECV), standard deviation of cali… Show more

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Cited by 3 publications
(3 citation statements)
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“…Data pre-processing is an important factor for improving prediction precision in qualitative analysis and modelling. The acquired spectra not only contains the original information of the samples to be tested but also various external interfering information, which can result in some degree of difference between the measured and true values [30]. In order to eliminate errors as much as possible, various data processing methods must be used to reduce the impact of various interfering factors, thereby laying the foundation for subsequent data processing.…”
Section: Svm Model Analysismentioning
confidence: 99%
“…Data pre-processing is an important factor for improving prediction precision in qualitative analysis and modelling. The acquired spectra not only contains the original information of the samples to be tested but also various external interfering information, which can result in some degree of difference between the measured and true values [30]. In order to eliminate errors as much as possible, various data processing methods must be used to reduce the impact of various interfering factors, thereby laying the foundation for subsequent data processing.…”
Section: Svm Model Analysismentioning
confidence: 99%
“…The research on the use of NIR technology for quality control of raw TCM materials is relatively mature. However, during the identification process, TCM is crushed, 20–22 and their original forms are destroyed. Therefore, it is critical to perform nondestructive testing of expensive TCMs to maintain their integrity.…”
Section: Introductionmentioning
confidence: 99%
“…The research on the use of NIR technology for quality control of raw TCM materials is relatively mature. However, during the identification process, TCM is crushed, [20][21][22] and their original forms are destroyed.…”
mentioning
confidence: 99%