Breaking with trends in pre-processing? J Engel, J Gerretzen, E Szymańska, JJ Jansen, G Downey, L Blanchet, ... TrAC Trends in Analytical Chemistry 50, 96-106, 2013 | 513 | 2013 |
NMR and pattern recognition methods in metabolomics: from data acquisition to biomarker discovery: a review A Smolinska, L Blanchet, LMC Buydens, SS Wijmenga Analytica chimica acta 750, 82-97, 2012 | 475 | 2012 |
Multivariate curve resolution: a review of advanced and tailored applications and challenges C Ruckebusch, L Blanchet Analytica chimica acta 765, 28-36, 2013 | 419 | 2013 |
Interpretation of variable importance in partial least squares with significance multivariate correlation (sMC) TN Tran, NL Afanador, LMC Buydens, L Blanchet Chemometrics and Intelligent Laboratory Systems 138, 153-160, 2014 | 215 | 2014 |
The benzophenone S1 (n, π*)→ T1 (n, π*) states intersystem crossing reinvestigated by ultrafast absorption spectroscopy and multivariate curve resolution S Aloïse, C Ruckebusch, L Blanchet, J Réhault, G Buntinx, JP Huvenne The Journal of Physical Chemistry A 112 (2), 224-231, 2008 | 141 | 2008 |
Factors that influence the volatile organic compound content in human breath L Blanchet, A Smolinska, A Baranska, E Tigchelaar, M Swertz, ... Journal of breath research 11 (1), 016013, 2017 | 132 | 2017 |
Chemometrics and qualitative analysis have a vibrant relationship E Szymańska, J Gerretzen, J Engel, B Geurts, L Blanchet, LMC Buydens TrAC Trends in Analytical Chemistry 69, 34-51, 2015 | 121 | 2015 |
Unsupervised random forest: a tutorial with case studies NL Afanador, A Smolinska, TN Tran, L Blanchet journal of Chemometrics 30 (5), 232-241, 2016 | 101 | 2016 |
Discrimination between metastasis and glioblastoma multiforme based on morphometric analysis of MR images L Blanchet, PWT Krooshof, GJ Postma, AJ Idema, B Goraj, A Heerschap, ... American journal of neuroradiology 32 (1), 67-73, 2011 | 99 | 2011 |
Volatile metabolites in breath strongly correlate with gut microbiome in CD patients A Smolinska, DI Tedjo, L Blanchet, A Bodelier, MJ Pierik, AAM Masclee, ... Analytica chimica acta 1025, 1-11, 2018 | 83 | 2018 |
Fusion of metabolomics and proteomics data for biomarkers discovery: case study on the experimental autoimmune encephalomyelitis L Blanchet, A Smolinska, A Attali, MP Stoop, KAM Ampt, H van Aken, ... BMC bioinformatics 12, 1-12, 2011 | 82 | 2011 |
Interpretation and visualization of non-linear data fusion in kernel space: study on metabolomic characterization of progression of multiple sclerosis A Smolinska, L Blanchet, L Coulier, KAM Ampt, T Luider, RQ Hintzen, ... PLoS One 7 (6), e38163, 2012 | 79 | 2012 |
Regularized MANOVA (rMANOVA) in untargeted metabolomics J Engel, L Blanchet, B Bloemen, LP Van den Heuvel, UHF Engelke, ... Analytica chimica acta 899, 1-12, 2015 | 71 | 2015 |
Impact of rescanning and normalization on convolutional neural network performance in multi-center, whole-slide classification of prostate cancer Z Swiderska-Chadaj, T de Bel, L Blanchet, A Baidoshvili, D Vossen, ... Scientific Reports 10 (1), 14398, 2020 | 65 | 2020 |
Hybrid hard-and soft-modeling applied to difference spectra L Blanchet, C Ruckebusch, JP Huvenne, A de Juan Chemometrics and Intelligent Laboratory Systems 89 (1), 26-35, 2007 | 65 | 2007 |
Screening for emphysema via exhaled volatile organic compounds SM Cristescu, HA Gietema, L Blanchet, C Kruitwagen, P Munnik, ... Journal of Breath Research 5 (4), 046009, 2011 | 53 | 2011 |
Quantifying small molecule phenotypic effects using mitochondrial morpho-functional fingerprinting and machine learning L Blanchet, JAM Smeitink, SE Van Emst-De Vries, C Vogels, M Pellegrini, ... Scientific reports 5 (1), 8035, 2015 | 48 | 2015 |
Multivariate curve resolution of rapid-scan FTIR difference spectra of quinone photoreduction in bacterial photosynthetic membranes L Blanchet, A Mezzetti, C Ruckebusch, JP Huvenne, A De Juan Analytical and bioanalytical chemistry 387, 1863-1873, 2007 | 43 | 2007 |
Confirmation of brand identity of a Trappist beer by mid-infrared spectroscopy coupled with multivariate data analysis J Engel, L Blanchet, LMC Buydens, G Downey Talanta 99, 426-432, 2012 | 42 | 2012 |
Constructing bi-plots for random forest: Tutorial L Blanchet, R Vitale, R van Vorstenbosch, G Stavropoulos, J Pender, ... Analytica chimica acta 1131, 146-155, 2020 | 41 | 2020 |