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Database-independent molecular formula annotation using Gibbs sampling through ZODIAC

Marcus Ludwig, Louis‐Félix Nothias, Kai Dührkop, Irina Koester, Markus Fleischauer, Martin Hoffmann, Daniel Petras, Fernando Vargas, Mustafa Morsy, Lihini I. Aluwihare, Pieter C. Dorrestein, Sebastian Böcker

2020Nature Machine Intelligence223 citationsDOI

Topics & Concepts

AnnotationComputer scienceGibbs samplingPreprocessorDatabaseData miningRanking (information retrieval)Bayesian networkBayesian probabilityInformation retrievalAlgorithmArtificial intelligenceMetabolomics and Mass Spectrometry StudiesAnalytical Chemistry and ChromatographyAdvanced Chemical Sensor Technologies
Database-independent molecular formula annotation using Gibbs sampling through ZODIAC | Litcius