نتایج جستجو برای: chemometric classification

تعداد نتایج: 494131  

2016
Lestyo Wulandari Yuni Retnaningtyas Nuri Hilmia Lukman

Infrared (IR) spectroscopy combined with chemometrics has been developed for simple analysis of flavonoid in the medicinal plant extract. Flavonoid was extracted from medicinal plant leaves by ultrasonication and maceration. IR spectra of selected medicinal plant extract were correlated with flavonoid content using chemometrics. The chemometric method used for calibration analysis was Partial L...

2015
Rabi A. Musah Edgard O. Espinoza Robert B. Cody Ashton D. Lesiak Earl D. Christensen Hannah E. Moore Simin Maleknia Falko P. Drijfhout

A high throughput method for species identification and classification through chemometric processing of direct analysis in real time (DART) mass spectrometry-derived fingerprint signatures has been developed. The method entails introduction of samples to the open air space between the DART ion source and the mass spectrometer inlet, with the entire observed mass spectral fingerprint subjected ...

Journal: :Journal of integrative bioinformatics 2015
Maíra Maciel Tomazzoli Remi Dal Pai Neto Rodolfo Moresco Larissa Westphal Amélia Somensi-Zeggio Leandro Specht Christopher Costa Miguel Rocha Marcelo Maraschin

Propolis is a chemically complex biomass produced by honeybees (Apis mellifera) from plant resins added of salivary enzymes, beeswax, and pollen. The biological activities described for propolis were also identified for donor plant's resin, but a big challenge for the standardization of the chemical composition and biological effects of propolis remains on a better understanding of the influenc...

Journal: :Applied optics 2013
Jennifer L Gottfried

Laser-induced breakdown spectroscopy is a promising approach for explosive residue detection, but several limitations to its widespread use remain. One issue is that the emission spectra of the residues are dependent on the substrate composition because some of the substrate is usually entrained in the laser-induced plasma and the laser-material interaction can be significantly affected by the ...

Journal: :NMR in biomedicine 2006
B H Menze M P Lichy P Bachert B M Kelm H-P Schlemmer F A Hamprecht

We describe the optimal high-level postprocessing of single-voxel (1)H magnetic resonance spectra and assess the benefits and limitations of automated methods as diagnostic aids in the detection of recurrent brain tumor. In a previous clinical study, 90 long-echo-time single-voxel spectra were obtained from 52 patients and classified during follow-up (30/28/32 normal/non-progressive tumor/tumor...

Journal: :Nanoscale 2015
Konstanze Olschewski Evelyn Kämmer Stephan Stöckel Thomas Bocklitz Tanja Deckert-Gaudig Roland Zell Dana Cialla-May Karina Weber Volker Deckert Jürgen Popp

Rapid techniques for virus identification are more relevant today than ever. Conventional virus detection and identification strategies generally rest upon various microbiological methods and genomic approaches, which are not suited for the analysis of single virus particles. In contrast, the highly sensitive spectroscopic technique tip-enhanced Raman spectroscopy (TERS) allows the characterisa...

Journal: :Analytical and bioanalytical chemistry 2011
Jennifer L Gottfried

The potential of laser-induced breakdown spectroscopy (LIBS) to discriminate biological and chemical threat simulant residues prepared on multiple substrates and in the presence of interferents has been explored. The simulant samples tested include Bacillus atrophaeus spores, Escherichia coli, MS-2 bacteriophage, α-hemolysin from Staphylococcus aureus, 2-chloroethyl ethyl sulfide, and dimethyl ...

2012
Todd M. Alam Muniasamy Neerathilingam M. Kathleen Alam David E. Volk G. A. Shakeel Ansari Swapna Sarkar Bruce A. Luxon

1H NMR spectroscopy and chemometric analysis were used to characterize rat urine obtained after chronic exposure to either tributyl phosphate (TBP) or triphenyl phosphate (TPP). In this study, the daily dose exposure was 1.5 mg/kg body weight for TBP, or 2.0 mg/kg body weight for TPP, administered over a 15-week period. Orthogonal signal correction (OSC) -filtered partial least square discrimin...

Journal: :Analytical chemistry 2015
Ewa Szymańska Emma Brodrick Mark Williams Antony N Davies Henk-Jan van Manen Lutgarde M C Buydens

Ion mobility spectrometry combined with multicapillary column separation (MCC-IMS) is a well-known technology for detecting volatile organic compounds (VOCs) in gaseous samples. Due to their large data size, processing of MCC-IMS spectra is still the main bottleneck of data analysis, and there is an increasing need for data analysis strategies in which the size of MCC-IMS data is reduced to ena...

Journal: :Frontiers in analytical science 2023

Over the years, technology has allowed more accurate, effective, and prompt food integrity assessments to assure quality authenticity of material. Thanks development portable hand-held near infrared (NIR) as a rapid, reliable, non-destructive, user-friendly instrument, on-site analysis is provided with feasibility. However, miniaturized NIR devices have some significant challenges due presence ...

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