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
Solid-State NMR Studies of Form I of Atorvastatin Calcium
TL;DR: A possible structure of Form I of atorvastatin calcium (ATC-I), derived from solid-state NMR data and density functional theory calculations of various structures, is proposed for this important active pharmaceutical ingredient (API).
Journal ArticleDOI
Matrix Effects in Quantitative Assessment of Pharmaceutical Tablets Using Transmission Raman and Near-Infrared (NIR) Spectroscopy
TL;DR: In this paper, the matrix effects in transmission NIR and Raman spectroscopy were systematically investigated for a solid pharmaceutical formulation for quantitative assessment, using orthogonal partial least squares regression.
Journal ArticleDOI
A critical review of analytical methods for determination of curcuminoids in turmeric.
TL;DR: Various analytical methods (spectrophotometric, chromatographic, capillary electrophoresis and biosensor techniques) used for monitoring curcuminoids have been thoroughly summarized and discussed.
Journal ArticleDOI
Near-infrared spectroscopy as a tool for in vivo analysis of human muscles.
Antonio Currà,Riccardo Gasbarrone,Alessandra Cardillo,Carlo Trompetto,Francesco Fattapposta,Francesco Pierelli,Paolo Missori,Giuseppe Bonifazi,Silvia Serranti +8 more
TL;DR: Near-infrared (NIR) spectroscopy proved valuable for noninvasive assessment of tissue optical properties in vivo and provided the spectral signatures of upper limb flexors and extensors, which represent specific, accurate, and reproducible measures of the overall biological status of these muscles.
Journal ArticleDOI
Continuous manufacturing process monitoring of pharmaceutical solid dosage form: A case study.
Yves Roggo,Victoria Pauli,Morgane Jelsch,Laurent Pellegatti,Frantz Elbaz,Simon Ensslin,Peter Kleinebudde,Markus Krumme +7 more
TL;DR: This continuous process in combination with smart formulation development allows the robust production of constant quality tablets and the synergy between PAT, process data science and IPC creates an adequate monitoring framework of the continuous manufacturing line.
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.