SVM ensemble classification of nmr spectra based on different configurations of data processing techniques

The early detection of drug-induced organ toxicities is one of the major goals in safety pharmacology. Automating this process by classification of metabolic changes based on the analysis of 1 H nuclear magnetic resonance spectra improves this process. In this paper we propose an ensemble classifica...

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Bibliographische Detailangaben

Hauptverfasser:	Lienemann, K., Plotz, T., Fink, G.A.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Data processing Drugs Magnetic analysis Nuclear magnetic resonance Pharmaceutical technology Safety Spectroscopy Support vector machine classification Support vector machines Voting
Online-Zugang:	Volltext bestellen
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