Random subwindows and extremely randomized trees for image classification in cell biology

door Marée, Raphaël, Geurts, Pierre, Wehenkel, Louis
Gepubliceerd in 2007

On protocols and measures for the validation of supervised methods for the inference of biological networks

door Schrynemackers, Marie, Küffner, Robert, Geurts, Pierre
Gepubliceerd in 2013

dynGENIE3: dynamical GENIE3 for the inference of gene networks from time series expression data

door Huynh-Thu, Vân Anh, Geurts, Pierre
Gepubliceerd in Sci Rep (2018)

A Random Forests Framework for Modeling Haplotypes as Mosaics of Reference Haplotypes

door Faux, Pierre, Geurts, Pierre, Druet, Tom
Gepubliceerd in Front Genet (2019)

Exploiting SNP Correlations within Random Forest for Genome-Wide Association Studies

door Botta, Vincent, Louppe, Gilles, Geurts, Pierre, Wehenkel, Louis
Gepubliceerd in 2014

Classifying pairs with trees for supervised biological network inference

door Schrynemackers, Marie, Wehenkel, Louis, Babu, M. Madan, Geurts, Pierre
Gepubliceerd in Mol Biosyst (2015)

Inferring biological networks with output kernel trees

door Geurts, Pierre, Touleimat, Nizar, Dutreix, Marie, d'Alché-Buc, Florence
Gepubliceerd in 2007

Inferring Regulatory Networks from Expression Data Using Tree-Based Methods

door Huynh-Thu, Vân Anh, Irrthum, Alexandre, Wehenkel, Louis, Geurts, Pierre
Gepubliceerd in 2010

Random Forests Based Group Importance Scores and Their Statistical Interpretation: Application for Alzheimer's Disease

door Wehenkel, Marie, Sutera, Antonio, Bastin, Christine, Geurts, Pierre, Phillips, Christophe
Gepubliceerd in Front Neurosci (2018)

Error curves for evaluating the quality of feature rankings

door Slavkov, Ivica, Petković, Matej, Geurts, Pierre, Kocev, Dragi, Džeroski, Sašo
Gepubliceerd in PeerJ Comput Sci (2020)

NIMEFI: Gene Regulatory Network Inference using Multiple Ensemble Feature Importance Algorithms

door Ruyssinck, Joeri, Huynh-Thu, Vân Anh, Geurts, Pierre, Dhaene, Tom, Demeester, Piet, Saeys, Yvan
Gepubliceerd in 2014

Phenotype Classification of Zebrafish Embryos by Supervised Learning

door Jeanray, Nathalie, Marée, Raphaël, Pruvot, Benoist, Stern, Olivier, Geurts, Pierre, Wehenkel, Louis, Muller, Marc
Gepubliceerd in PLoS One (2015)

A screening methodology based on Random Forests to improve the detection of gene–gene interactions

door De Lobel, Lizzy, Geurts, Pierre, Baele, Guy, Castro-Giner, Francesc, Kogevinas, Manolis, Van Steen, Kristel
Gepubliceerd in 2010

A Membrane-Type-1 Matrix Metalloproteinase (MT1-MMP) – Discoidin Domain Receptor 1 Axis Regulates Collagen-Induced Apoptosis in Breast Cancer Cells

door Assent, Delphine, Bourgot, Isabelle, Hennuy, Benoît, Geurts, Pierre, Noël, Agnès, Foidart, Jean-Michel, Maquoi, Erik
Gepubliceerd in PLoS One (2015)

Characterization of a temporoparietal junction subtype of Alzheimer's disease

door Meyer, François, Wehenkel, Marie, Phillips, Christophe, Geurts, Pierre, Hustinx, Roland, Bernard, Claire, Bastin, Christine, Salmon, Eric
Gepubliceerd in Hum Brain Mapp (2019)

Collaborative analysis of multi-gigapixel imaging data using Cytomine

door Marée, Raphaël, Rollus, Loïc, Stévens, Benjamin, Hoyoux, Renaud, Louppe, Gilles, Vandaele, Rémy, Begon, Jean-Michel, Kainz, Philipp, Geurts, Pierre, Wehenkel, Louis
Gepubliceerd in Bioinformatics (2016)

Landmark detection in 2D bioimages for geometric morphometrics: a multi-resolution tree-based approach

door Vandaele, Rémy, Aceto, Jessica, Muller, Marc, Péronnet, Frédérique, Debat, Vincent, Wang, Ching-Wei, Huang, Cheng-Ta, Jodogne, Sébastien, Martinive, Philippe, Geurts, Pierre, Marée, Raphaël
Gepubliceerd in Sci Rep (2018)

MicroRNAs Profiling in Murine Models of Acute and Chronic Asthma: A Relationship with mRNAs Targets

door Garbacki, Nancy, Di Valentin, Emmanuel, Huynh-Thu, Vân Anh, Geurts, Pierre, Irrthum, Alexandre, Crahay, Céline, Arnould, Thierry, Deroanne, Christophe, Piette, Jacques, Cataldo, Didier, Colige, Alain
Gepubliceerd in 2011

High-density lipoprotein proteome dynamics in human endotoxemia

door Levels, Johannes HM, Geurts, Pierre, Karlsson, Helen, Marée, Raphaël, Ljunggren, Stefan, Fornander, Louise, Wehenkel, Louis, Lindahl, Mats, Stroes, Erik SG, Kuivenhoven, Jan A, Meijers, Joost CM
Gepubliceerd in 2011

Sepsis prediction in critically ill patients by platelet activation markers on ICU admission: a prospective pilot study

door Layios, Nathalie, Delierneux, Céline, Hego, Alexandre, Huart, Justine, Gosset, Christian, Lecut, Christelle, Maes, Nathalie, Geurts, Pierre, Joly, Arnaud, Lancellotti, Patrizio, Albert, Adelin, Damas, Pierre, Gothot, André, Oury, Cécile
Gepubliceerd in Intensive Care Med Exp (2017)