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

por Marée, Raphaël, Geurts, Pierre, Wehenkel, Louis
Publicado 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 2013

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

por Huynh-Thu, Vân Anh, Geurts, Pierre
Publicado 2018

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

por Faux, Pierre, Geurts, Pierre, Druet, Tom
Publicado 2019

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

por Botta, Vincent, Louppe, Gilles, Geurts, Pierre, Wehenkel, Louis
Publicado 2014

Classifying pairs with trees for supervised biological network inference

por Schrynemackers, Marie, Wehenkel, Louis, Babu, M. Madan, Geurts, Pierre
Publicado 2015

Inferring biological networks with output kernel trees

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

Inferring Regulatory Networks from Expression Data Using Tree-Based Methods

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

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

por Wehenkel, Marie, Sutera, Antonio, Bastin, Christine, Geurts, Pierre, Phillips, Christophe
Publicado 2018

Error curves for evaluating the quality of feature rankings

por Slavkov, Ivica, Petković, Matej, Geurts, Pierre, Kocev, Dragi, Džeroski, Sašo
Publicado 2020

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 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 2015

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 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 2016

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

por Vandaele, Rémy, Aceto, Jessica, Muller, Marc, Péronnet, Frédérique, Debat, Vincent, Wang, Ching-Wei, Huang, Cheng-Ta, Jodogne, Sébastien, Martinive, Philippe, Geurts, Pierre, Marée, Raphaël
Publicado 2018

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 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 2011

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

por 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
Publicado 2017

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 2015

SCENIC: Single-cell regulatory network inference and clustering

por Aibar, Sara, González-Blas, Carmen Bravo, Moerman, Thomas, Huynh-Thu, Vân Anh, Imrichova, Hana, Hulselmans, Gert, Rambow, Florian, Marine, Jean-Christophe, Geurts, Pierre, Aerts, Jan, van den Oord, Joost, Atak, Zeynep Kalender, Wouters, Jasper, Aerts, Stein
Publicado 2017