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
Determination of phenolic composition of oilseed whole flours by HPLC-DAD with evaluation using chemometric analyses
Bárbara Elizabeth Alves de Magalhães,Débora de Andrade Santana,Isaac Matheus de Jesus Silva,Lucas Almir Cavalcante Minho,Mayara Amariz Gomes,Jackson Roberto Guedes da Silva Almeida,Walter Nei Lopes dos Santos +6 more
TL;DR: In this article, the authors used chemometric tools for the optimization of the extraction method of bioactive phenolics and for the analysis of the phenolic profile of whole flours of brown and yellow flaxseed and black and white sesame seed.
Journal ArticleDOI
Optical-Based (Bio) Sensing Systems Using Magnetic Nanoparticles
TL;DR: A comprehensive review of magnetic nanoparticles utilized in the optical sensing platform, broadly categorized into four types: surface plasmon resonance (SPR), surface-enhanced Raman spectroscopy (SERS), fluorescence and NIRS, is presented in this article.
Journal ArticleDOI
NIR diffuse reflectance for on-scale monitoring of the polymorphic form transformation of pazopanib hydrochloride (GW786034); model development and method transfer
Susan E. Barnes,Thomas Thurston,Jo Ann Coleman,Diederich Ann M,Darryl Ertl,James W. Rydzak,Patrick Ng,Katherine Bakeev,Dharmesh S. Bhanushali +8 more
TL;DR: In this paper, the authors report the successful application of in situ diffuse reflectance near-infrared (NIR) spectroscopy for characterization of the solvent mediated polymorphic form transformation of pazopanib hydrochloride.
Book ChapterDOI
Introductory Chapter: Infrared Spectroscopy - A Synopsis of the Fundamentals and Applications
Journal ArticleDOI
Hyperspectral imaging using near infrared spectroscopy to monitor coat thickness uniformity in the manufacture of a transdermal drug delivery system.
TL;DR: The PLS model was able to predict both the small and large variations as well as identify coating defects such as non-uniform regions and presence of air bubbles and the feasibility of the hyperspectral imaging as a real-time process analytical tool for continuous processing was investigated.
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.