Johan Trygg

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Svante Woldprofessor of chemometrics, umea univ, sweden
Elaine HolmesMurdoch University & Imperial College LondonAdresse e-mail validée de imperial.ac.uk
Olivier CloarecPrincipal Research Scientist, Sartorius Corporate ResearchAdresse e-mail validée de sartorius.com
Pär JonssonUmeå UniversitetAdresse e-mail validée de umu.se
Max BylesjöFios Genomics LtdAdresse e-mail validée de fiosgenomics.com
Henrik AnttiDepartment of Chemsitry, Umeå University, SwedenAdresse e-mail validée de chem.umu.se
Jeremy K NicholsonAustralian National Phenome Center, Murdoch University + Imperial College LondonAdresse e-mail validée de murdoch.edu.au
Andreas SjödinFOIAdresse e-mail validée de foi.se
Mattias RantalainenAssociate professor, Karolinska Institutet, SwedenAdresse e-mail validée de ki.se
Tommy LöfstedtAssociate Professor at Umeå University doing Machine Learning and Computer Vision in Medical ImagingAdresse e-mail validée de umu.se
Stefan JanssonProfessor in plant cell and molecular biology, Umeå Plant Sience Centre, Umeå UniversityAdresse e-mail validée de plantphys.umu.se
Lindon JCAdresse e-mail validée de imperial.ac.uk
Marc-Emmanuel Dumas, PhD, FRSB,...Professor, Chair in Systems Medicine, Imperial College London, Director of Research, CNRSAdresse e-mail validée de imperial.ac.uk
Craig WheelockAssociate Professor of Biochemistry, Karolinska InstituteAdresse e-mail validée de ki.se
John P. ShockcorVisiting Professor, Dept of Surgery and Cancer, Imperial College, LondonAdresse e-mail validée de imperial.ac.uk
rui pintoImperial College London - Faculty of MedicineAdresse e-mail validée de imperial.ac.uk
Tim EbbelsProfessor of Biomedical Data Science, Imperial College LondonAdresse e-mail validée de imperial.ac.uk
Miyako KusanoUniversity of TsukubaAdresse e-mail validée de psc.riken.jp
Beatrice MelinProfessor in OncologyAdresse e-mail validée de umu.se
David BroadhurstProfessor, Biosystems Data Science, School of Science, Edith Cowan UniversityAdresse e-mail validée de ecu.edu.au

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Johan Trygg

Professor of Chemometrics, Umeå University, Sweden

Adresse e-mail validée de umu.se - Page d'accueil

Advanced data analytics combined with large-scale high-throughput ('omics) data to understand prevent and trea


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Multi-and megavariate data analysis basic principles and applications L Eriksson, T Byrne, E Johansson, J Trygg, C Vikström Umetrics Academy, 2013	3762	2013
Orthogonal projections to latent structures (O‐PLS) J Trygg, S Wold Journal of Chemometrics: A Journal of the Chemometrics Society 16 (3), 119-128, 2002	2770	2002
Chemometrics in metabonomics J Trygg, E Holmes, T Lundstedt Journal of proteome research 6 (2), 469-479, 2007	1614	2007
OPLS discriminant analysis: combining the strengths of PLS‐DA and SIMCA classification M Bylesjö, M Rantalainen, O Cloarec, JK Nicholson, E Holmes, J Trygg Journal of Chemometrics: A Journal of the Chemometrics Society 20 (8‐10 …, 2006	1590	2006
Visualization of GC/TOF-MS-based metabolomics data for identification of biochemically interesting compounds using OPLS class models S Wiklund, E Johansson, L Sjöström, EJ Mellerowicz, U Edlund, ... Analytical chemistry 80 (1), 115-122, 2008	1366	2008
Statistical total correlation spectroscopy: an exploratory approach for latent biomarker identification from metabolic 1H NMR data sets O Cloarec, ME Dumas, A Craig, RH Barton, J Trygg, J Hudson, ... Analytical chemistry 77 (5), 1282-1289, 2005	1048	2005
The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models L Shi, G Campbell, WD Jones, F Campagne, Z Wen, SJ Walker, Z Su, ... Nature biotechnology 28 (8), 827-838, 2010	894	2010
CV‐ANOVA for significance testing of PLS and OPLS® models L Eriksson, J Trygg, S Wold Journal of Chemometrics: A Journal of the Chemometrics Society 22 (11‐12 …, 2008	792	2008
Some recent developments in PLS modeling S Wold, J Trygg, A Berglund, H Antti Chemometrics and intelligent laboratory systems 58 (2), 131-150, 2001	763	2001
Chemometrics in metabolomics—a review in human disease diagnosis R Madsen, T Lundstedt, J Trygg Analytica chimica acta 659 (1-2), 23-33, 2010	709	2010
Evaluation of the orthogonal projection on latent structure model limitations caused by chemical shift variability and improved visualization of biomarker changes in 1H NMR … O Cloarec, ME Dumas, J Trygg, A Craig, RH Barton, JC Lindon, ... Analytical chemistry 77 (2), 517-526, 2005	663	2005
Extraction and GC/MS analysis of the human blood plasma metabolome A Jiye, J Trygg, J Gullberg, AI Johansson, P Jonsson, H Antti, ... Anal Chem 77 (24), 8086-8094, 2005	570	2005
Proposed minimum reporting standards for data analysis in metabolomics R Goodacre, D Broadhurst, AK Smilde, BS Kristal, JD Baker, R Beger, ... Metabolomics 3, 231-241, 2007	539	2007
High-throughput data analysis for detecting and identifying differences between samples in GC/MS-based metabolomic analyses P Jonsson, AI Johansson, J Gullberg, J Trygg, B Grung, S Marklund, ... Analytical chemistry 77 (17), 5635-5642, 2005	448	2005
O2‐PLS, a two‐block (X–Y) latent variable regression (LVR) method with an integral OSC filter J Trygg, S Wold Journal of chemometrics 17 (1), 53-64, 2003	391	2003
Using chemometrics for navigating in the large data sets of genomics, proteomics, and metabonomics (gpm) L Eriksson, H Antti, J Gottfries, E Holmes, E Johansson, F Lindgren, I Long, ... Analytical and bioanalytical chemistry 380, 419-429, 2004	337	2004
Variable influence on projection (VIP) for orthogonal projections to latent structures (OPLS) B Galindo‐Prieto, L Eriksson, J Trygg Journal of Chemometrics 28 (8), 623-632, 2014	318	2014
O2‐PLS for qualitative and quantitative analysis in multivariate calibration J Trygg Journal of Chemometrics: A Journal of the Chemometrics Society 16 (6), 283-293, 2002	304	2002
LAMINA: a tool for rapid quantification of leaf size and shape parameters M Bylesjö, V Segura, RY Soolanayakanahally, AM Rae, J Trygg, ... BMC plant biology 8, 1-9, 2008	261	2008
PLS regression on wavelet compressed NIR spectra J Trygg, S Wold Chemometrics and Intelligent Laboratory Systems 42 (1-2), 209-220, 1998	258	1998

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