Journal ArticleDOI
A review of near infrared spectroscopy and chemometrics in pharmaceutical technologies.
TLDR
This review focuses on chemometric techniques and pharmaceutical NIRS applications, covering qualitative analyses, quantitative methods and on-line applications for near-infrared spectroscopy for pharmaceutical forms.About:
This article is published in Journal of Pharmaceutical and Biomedical Analysis.The article was published on 2007-07-27. It has received 1041 citations till now.read more
Citations
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Journal ArticleDOI
Multivariate data analysis applied to spectroscopy: Potential application to juice and fruit quality
TL;DR: In this article, the authors highlight the different steps, methods and issues to consider when calibrations based on NIR spectra are developed for the measurement of chemical parameters in both fruits and fruit juices.
Journal ArticleDOI
Understanding and fighting the medicine counterfeit market
TL;DR: The aim of this review article is to point out the intricacy of medicine counterfeiting so that a better understanding can provide solutions to fight more efficiently against it.
Journal ArticleDOI
Analytical methods coupled with chemometric tools for determining the authenticity and detecting the adulteration of dairy products: A review
TL;DR: In this paper, a review of the advantages and disadvantages of various analytical techniques for the determination of the authenticity and the detection of adulteration of milk and dairy products has been presented.
Journal ArticleDOI
Melt extrusion with poorly soluble drugs – An integrated review
Michael A. Repka,Suresh Bandari,Venkata Raman Kallakunta,Anh Q. Vo,Haley McFall,Manjeet B. Pimparade,Ajinkya M. Bhagurkar +6 more
TL;DR: This review is focused on the recent reports on the solubility enhancement via HME and provides an update for the manufacturing/scaling up aspects of melt extrusion and analyzes the strengths, weaknesses, opportunities and threats of HME application in the pharmaceutical industry.
Journal ArticleDOI
Near-infrared chemical imaging (NIR-CI) on pharmaceutical solid dosage forms-comparing common calibration approaches.
TL;DR: Three common calibration approaches were compared and the single wavenumber method was primarily found useful for compounds with a distinct spectral band that was not overlapped by bands of other constituents.
References
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Book
Neural Networks: A Comprehensive Foundation
TL;DR: Thorough, well-organized, and completely up to date, this book examines all the important aspects of this emerging technology, including the learning process, back-propagation learning, radial-basis function networks, self-organizing systems, modular networks, temporal processing and neurodynamics, and VLSI implementation of neural networks.
Journal ArticleDOI
Classification and Regression Trees.
Book
Classification and regression trees
TL;DR: The methodology used to construct tree structured rules is the focus of a monograph as mentioned in this paper, covering the use of trees as a data analysis method, and in a more mathematical framework, proving some of their fundamental properties.
Journal ArticleDOI
Nearest neighbor pattern classification
Thomas M. Cover,Peter E. Hart +1 more
TL;DR: The nearest neighbor decision rule assigns to an unclassified sample point the classification of the nearest of a set of previously classified points, so it may be said that half the classification information in an infinite sample set is contained in the nearest neighbor.