Olivier Cloarec

OPLS discriminant analysis: combining the strengths of PLS‐DA and SIMCA classification

Max Bylesjö, Mattias Rantalainen, Olivier Cloarec et al. · Journal of Chemometrics · 2006 · 1.5K citations

Computing, Computer Science, Machine Learning +10

Metabolic profiling reveals a contribution of gut microbiota to fatty liver phenotype in insulin-resistant mice

Marc‐Emmanuel Dumas, Richard H. Barton, Ayo A. Toye et al. · Proceedings of the National Academy of Sciences · 2006 · 1K citations · Full text

Life Sciences, Biochemistry, Nutritional Sciences +17

Statistical Total Correlation Spectroscopy:  An Exploratory Approach for Latent Biomarker Identification from Metabolic ¹H NMR Data Sets

Olivier Cloarec, Marc‐Emmanuel Dumas, Andrew Craig et al. · Analytical Chemistry · 2005 · 905 citations

Life Sciences, Biochemistry, Metabolomics +16

Pharmaco-metabonomic phenotyping and personalized drug treatment

T. Andrew Clayton, John C. Lindon, Olivier Cloarec et al. · Nature · 2006 · 827 citations

Medicine, Molecular Medicine, Pharmacology +14

Evaluation of the Orthogonal Projection on Latent Structure Model Limitations Caused by Chemical Shift Variability and Improved Visualization of Biomarker Changes in ¹H NMR Spectroscopic Metabonomic Studies

Olivier Cloarec, Marc‐Emmanuel Dumas, Johan Trygg et al. · Analytical Chemistry · 2004 · 554 citations

Life Sciences, Biochemistry, Drug Discovery +13