Evaluation and comparison of unsupervised methods for the extraction of spatial patterns from mass spectrometry imaging data (MSI)

por Prasad, Mridula, Postma, Geert, Franceschi, Pietro, Buydens, Lutgarde M. C., Jansen, Jeroen J.
Publicado 2022

Towards the Disease Biomarker in an Individual Patient Using Statistical Health Monitoring

por Engel, Jasper, Blanchet, Lionel, Engelke, Udo F. H., Wevers, Ron A., Buydens, Lutgarde M. C.
Publicado 2014

Interpretation and Visualization of Non-Linear Data Fusion in Kernel Space: Study on Metabolomic Characterization of Progression of Multiple Sclerosis

por Smolinska, Agnieszka, Blanchet, Lionel, Coulier, Leon, Ampt, Kirsten A. M., Luider, Theo, Hintzen, Rogier Q., Wijmenga, Sybren S., Buydens, Lutgarde M. C.
Publicado 2012

A methodological approach to correlate tumor heterogeneity with drug distribution profile in mass spectrometry imaging data

por Prasad, Mridula, Postma, Geert, Franceschi, Pietro, Morosi, Lavinia, Giordano, Silvia, Falcetta, Francesca, Giavazzi, Raffaella, Davoli, Enrico, Buydens, Lutgarde M C, Jansen, Jeroen
Publicado 2020

A novel data fusion method for the effective analysis of multiple panels of flow cytometry data

por Tinnevelt, Gerjen H., van Staveren, Selma, Wouters, Kristiaan, Wijnands, Erwin, Verboven, Kenneth, Folcarelli, Rita, Koenderman, Leo, Buydens, Lutgarde M. C., Jansen, Jeroen J.
Publicado 2019

Convolutional neural networks to predict brain tumor grades and Alzheimer’s disease with MR spectroscopic imaging data

por Acquarelli, Jacopo, van Laarhoven, Twan, Postma, Geert J., Jansen, Jeroen J., Rijpma, Anne, van Asten, Sjaak, Heerschap, Arend, Buydens, Lutgarde M. C., Marchiori, Elena
Publicado 2022

Novel data analysis method for multicolour flow cytometry links variability of multiple markers on single cells to a clinical phenotype

por Tinnevelt, Gerjen H., Kokla, Marietta, Hilvering, Bart, van Staveren, Selma, Folcarelli, Rita, Xue, Luzheng, Bloem, Andries C., Koenderman, Leo, Buydens, Lutgarde M. C., Jansen, Jeroen J.
Publicado 2017

Multi-set Pre-processing of Multicolor Flow Cytometry Data

por Folcarelli, Rita, Tinnevelt, Gerjen H., Hilvering, Bart, Wouters, Kristiaan, van Staveren, Selma, Postma, Geert J., Vrisekoop, Nienke, Buydens, Lutgarde M. C., Koenderman, Leo, Jansen, Jeroen J.
Publicado 2020

Automated flow cytometric identification of disease-specific cells by the ECLIPSE algorithm

por Folcarelli, Rita, van Staveren, Selma, Bouman, Roel, Hilvering, Bart, Tinnevelt, Gerjen H., Postma, Geert, van den Brink, Oscar F., Buydens, Lutgarde M. C., Vrisekoop, Nienke, Koenderman, Leo, Jansen, Jeroen J.
Publicado 2018

Simultaneous analysis of plasma and CSF by NMR and hierarchical models fusion

por Smolinska, Agnieszka, Posma, Joram M., Blanchet, Lionel, Ampt, Kirsten A. M., Attali, Amos, Tuinstra, Tinka, Luider, Theo, Doskocz, Marek, Michiels, Paul J., Girard, Frederic C., Buydens, Lutgarde M. C., Wijmenga, Sybren S.
Publicado 2012

Quantifying small molecule phenotypic effects using mitochondrial morpho-functional fingerprinting and machine learning

por Blanchet, Lionel, Smeitink, Jan A. M., van Emst - de Vries, Sjenet E., Vogels, Caroline, Pellegrini, Mina, Jonckheere, An I., Rodenburg, Richard J. T., Buydens, Lutgarde M. C., Beyrath, Julien, Willems, Peter H. G. M., Koopman, Werner J. H.
Publicado 2015