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

Por Marée, Raphaël, Geurts, Pierre, Wehenkel, Louis
Publicado em 2007

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

Por Schrynemackers, Marie, Küffner, Robert, Geurts, Pierre
Publicado em 2013

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

Por Botta, Vincent, Louppe, Gilles, Geurts, Pierre, Wehenkel, Louis
Publicado em 2014

Classifying pairs with trees for supervised biological network inference

Por Schrynemackers, Marie, Wehenkel, Louis, Babu, M. Madan, Geurts, Pierre
Publicado no Mol Biosyst (2015)

Inferring biological networks with output kernel trees

Por Geurts, Pierre, Touleimat, Nizar, Dutreix, Marie, d'Alché-Buc, Florence
Publicado em 2007

Inferring Regulatory Networks from Expression Data Using Tree-Based Methods

Por Huynh-Thu, Vân Anh, Irrthum, Alexandre, Wehenkel, Louis, Geurts, Pierre
Publicado em 2010

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

Por Ruyssinck, Joeri, Huynh-Thu, Vân Anh, Geurts, Pierre, Dhaene, Tom, Demeester, Piet, Saeys, Yvan
Publicado em 2014

Phenotype Classification of Zebrafish Embryos by Supervised Learning

Por Jeanray, Nathalie, Marée, Raphaël, Pruvot, Benoist, Stern, Olivier, Geurts, Pierre, Wehenkel, Louis, Muller, Marc
Publicado no PLoS One (2015)

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

Por De Lobel, Lizzy, Geurts, Pierre, Baele, Guy, Castro-Giner, Francesc, Kogevinas, Manolis, Van Steen, Kristel
Publicado em 2010

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

Por Assent, Delphine, Bourgot, Isabelle, Hennuy, Benoît, Geurts, Pierre, Noël, Agnès, Foidart, Jean-Michel, Maquoi, Erik
Publicado no PLoS One (2015)

Collaborative analysis of multi-gigapixel imaging data using Cytomine

Por Marée, Raphaël, Rollus, Loïc, Stévens, Benjamin, Hoyoux, Renaud, Louppe, Gilles, Vandaele, Rémy, Begon, Jean-Michel, Kainz, Philipp, Geurts, Pierre, Wehenkel, Louis
Publicado no Bioinformatics (2016)

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

Por 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
Publicado em 2011

High-density lipoprotein proteome dynamics in human endotoxemia

Por 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
Publicado em 2011

Circulating microRNA-based screening tool for breast cancer

Por Frères, Pierre, Wenric, Stéphane, Boukerroucha, Meriem, Fasquelle, Corinne, Thiry, Jérôme, Bovy, Nicolas, Struman, Ingrid, Geurts, Pierre, Collignon, Joëlle, Schroeder, Hélène, Kridelka, Frédéric, Lifrange, Eric, Jossa, Véronique, Bours, Vincent, Josse, Claire, Jerusalem, Guy
Publicado no Oncotarget (2015)

Automated Processing of Zebrafish Imaging Data: A Survey

Por Mikut, Ralf, Dickmeis, Thomas, Driever, Wolfgang, Geurts, Pierre, Hamprecht, Fred A., Kausler, Bernhard X., Ledesma-Carbayo, María J., Marée, Raphaël, Mikula, Karol, Pantazis, Periklis, Ronneberger, Olaf, Santos, Andres, Stotzka, Rainer, Strähle, Uwe, Peyriéras, Nadine
Publicado em 2013