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
More filters
Posted Content
Multimodal Material Classification for Robots using Spectroscopy and High Resolution Texture Imaging
TL;DR: A multimodal sensing technique, leveraging near-infrared spectroscopy and close-range high resolution texture imaging, that enables robots to estimate the materials of household objects and a neural network architecture that learns a compact multi-modal representation of spectral measurements and texture images is presented.
Journal ArticleDOI
Discrimination of legal and illegal Cannabis spp. according to European legislation using near infrared spectroscopy and chemometrics
Céline Duchateau,Jean-Michel Kauffmann,Michaël Canfyn,Caroline Stevigny,Kris De Braekeleer,Eric Deconinck +5 more
TL;DR: The obtained models enable to discriminate legal and illegal cannabis samples according to European and Swiss laws, and could be a useful measuring tool for farmers to check for the THC content at regular time.
Journal ArticleDOI
Near infrared spectroscopy combination with PLS to monitor the parameters of naproxen tablet preparation process
TL;DR: In this article, the authors explored the use of NIR spectroscopy for the determination of physical (compression force, tablet hardness, mean particle size and particle size distribution) and chemical parameters (content uniformity).
Journal ArticleDOI
Characterization of gastric cells infection by diverse Helicobacter pylori strains through Fourier-transform infrared spectroscopy.
Vanda Marques,Bernardo Cunha,Andreia Couto,Pedro N. Sampaio,Luís P. Fonseca,Sandra M. Aleixo,Cecília R.C. Calado +6 more
TL;DR: F Fourier-transform infrared spectra were acquired from adenocarcinoma gastric cells, incubated with H. pylori strains presenting different genotypes concerning the virulent factors cytot toxin associated gene A and vacuolating cytotoxin A to promote the discovery of biomarkers of bacterial infection.
Book ChapterDOI
Trends in Process Analytical Technology: Present State in Bioprocessing.
TL;DR: This chapter discusses the current state of PAT in the biopharmaceutical industry, including several case studies demonstrating the degree of maturity of various PAT tools.
References
More filters
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.