Performance evaluation of algorithms for the classification of metabolic 1H NMR fingerprints
Hochrein, Jochen, Klein, Matthias S.
, Zacharias, Helena, Li, Juan, Wijffels, Gene , Schirra, Horst Joachim , Spang, Rainer, Oefner, Peter J. and Gronwald, Wolfram
(2012)
Performance evaluation of algorithms for the classification of metabolic 1H NMR fingerprints.
Journal of proteome research 11 (12), pp. 6242-6251.
Date of publication of this fulltext: 08 Aug 2014 11:23
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| Item type | Article | ||||||||||||||||||||||||||||||||||||||
| Journal or Publication Title | Journal of proteome research | ||||||||||||||||||||||||||||||||||||||
| Publisher: | AMER CHEMICAL SOC | ||||||||||||||||||||||||||||||||||||||
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| Place of Publication: | WASHINGTON | ||||||||||||||||||||||||||||||||||||||
| Volume: | 11 | ||||||||||||||||||||||||||||||||||||||
| Number of Issue or Book Chapter: | 12 | ||||||||||||||||||||||||||||||||||||||
| Page Range: | pp. 6242-6251 | ||||||||||||||||||||||||||||||||||||||
| Date | December 2012 | ||||||||||||||||||||||||||||||||||||||
| Institutions | Medicine > Institut für Funktionelle Genomik > Lehrstuhl für Funktionelle Genomik (Prof. Oefner) Medicine > Institut für Funktionelle Genomik > Lehrstuhl für Statistische Bioinformatik (Prof. Spang) Informatics and Data Science > Department Computational Life Science > Lehrstuhl für Statistische Bioinformatik (Prof. Spang) | ||||||||||||||||||||||||||||||||||||||
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| Keywords | GENE-EXPRESSION DATA; MASS-SPECTROMETRY; FEATURE-SELECTION; MICROARRAY DATA; DATA SETS; NMR; SPECTROSCOPY; DISEASE; DISCRIMINATION; DIAGNOSIS; metabolomics; NMR; classification; cross-validation; fingerprinting | ||||||||||||||||||||||||||||||||||||||
| Dewey Decimal Classification | 500 Science > 570 Life sciences 500 Science > 570 Life sciences 600 Technology > 610 Medical sciences Medicine | ||||||||||||||||||||||||||||||||||||||
| Status | Published | ||||||||||||||||||||||||||||||||||||||
| Refereed | Yes, this version has been refereed | ||||||||||||||||||||||||||||||||||||||
| Created at the University of Regensburg | Partially | ||||||||||||||||||||||||||||||||||||||
| Item ID | 30579 |
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