Ralf J. M. Weber

Non-targeted UHPLC-MS metabolomic data processing methods: a comparative investigation of normalisation, missing value imputation, transformation and scaling

Riccardo Di Guida, Jasper Engel, J. William Allwood et al. · Metabolomics · 2016 · 355 citations · Full text

Life Sciences, Bioinformatics, Biostatistics +14

Direct infusion mass spectrometry metabolomics dataset: a benchmark for data processing and quality control

Jennifer Kirwan, Ralf J. M. Weber, David Broadhurst et al. · Scientific Data · 2014 · 139 citations · Full text

Life Sciences, Biochemistry, Mass Spectrometric Analysis +16

Characterization of Isotopic Abundance Measurements in High Resolution FT-ICR and Orbitrap Mass Spectra for Improved Confidence of Metabolite Identification

Ralf J. M. Weber, Andrew D. Southam, Ulf Sommer et al. · Analytical Chemistry · 2011 · 112 citations

Life Sciences, Biochemistry, Chemistry +17

Galaxy-M: a Galaxy workflow for processing and analyzing direct infusion and liquid chromatography mass spectrometry-based metabolomics data

Rob Davidson, Ralf J. M. Weber, Haoyu Liu et al. · GigaScience · 2016 · 95 citations · Full text

Life Sciences, Biochemistry, Mass Spectrometric Analysis +16

MI-Pack: Increased confidence of metabolite identification in mass spectra by integrating accurate masses and metabolic pathways

Ralf J. M. Weber, Mark R. Viant · Chemometrics and Intelligent Laboratory Systems · 2010 · 92 citations

Life Sciences, Biochemistry, Bioinformatics +17