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Displaying 9 results.
    • Journal article
    Independent Component Analysis and Statistical Modelling for the Identification of Metabolomics Biomarkers in 1H-NMR Spectroscopy
    Feraud, Baptiste Rousseau, Rejane Tullio, Pascal de Verleysen, Michel[UCL] Govaerts, Bernadette[UCL] (2017) Journal of Biometrics & Biostatistics — Vol. 8, no. 4 (2017) (2017)
    • WorkingPaper
    Combining strong sparsity and competitive predictive power with the L-sOPLS approach for biomarker discovery in metabolomics
    Feraud, Baptiste[UCL] Munaut, Carine Martin, Manon[UCL] Verleysen, Michel[UCL] Govaerts, Bernadette[UCL] (2017)
    • Journal article
    Combining strong sparsity and competitive predictive power with the L-sOPLS approach for biomarker discovery in metabolomics
    Feraud, Baptiste[UCL] Munaut, Carine Martin, Manon[UCL] Verleysen, Michel[UCL] Govaerts, Bernadette[UCL] (2017) Metabolomics — Vol. 13, no. 130, p. 15 (2017)
    • Journal article
    Statistical treatment of 2D NMR COSY spectra in metabolomics: data preparation, clustering-based evaluation of the Metabolomic Informative Content and comparison with 1H-NMR
    Feraud, Baptiste[UCL] Govaerts, Bernadette[UCL] Verleysen, Michel[UCL] de Tullio, Pascal (2015) Metabolomics — Vol. 11, no. 6, p. 1756-1768 (2015)
    • Speech
    Assessing the repeatability and statistical advantages of homonuclear 2D-NMR spectra: an innovative clustering approach
    Feraud, Baptiste[UCL] Govaerts, Bernadette[UCL] Verleysen, Michel[UCL] (2013) 9th Annual International Conference of the Metabolomics Society — Glasgow (UK)
    • WorkingPaper
    Combination of Independent Component Analysis and statistical modelling for the identification of metabonomic biomarkers in 1H-NMR spectroscopy (second version)
    Rousseau, Réjane Feraud, Baptiste[UCL] Govaerts, Bernadette[UCL] Verleysen, Michel (2013)
    • WorkingPaper
    Statistical treatment of 2D-NMR COSY spectra: data preparation, clustering-based repeatability evaluation and comparison with 1H-NMR
    Feraud, Baptiste[UCL] Govaerts, Bernadette[UCL] Verleysen, Michel[UCL] de Tullio, Pascal (2014)
    • Speech
    An advanced clustering approach for assessing the repeatability and statistical relevance of 2D-COSY spectra
    Feraud, Baptiste[UCL] Govaerts, Bernadette[UCL] Verleysen, Michel[UCL] de Tullio, Pascal (2014) 8èmes Journées Scientifiques du Réseau Français de Métabolomique et Fluxomique — Lyon, campus de la Doua
    • Speech
    Assessing the repeatability and statistical advantages of homonuclear 2D-NMR spectra: a clustering approach
    Feraud, Baptiste[UCL] de Tullio, Pascal Govaerts, Bernadette[UCL] Verleysen, Michel[UCL] (2013) First Belgian-Netherlands Joint Symposium on Metabolomics — Spa (Belgium)