Publications by authors named "Pierre Geurts"

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Recent Advances in Bioimage Analysis Methods for Detecting Skeletal Deformities in Biomedical and Aquaculture Fish Species.
Navdeep Kumar, Raphaël Marée, Pierre Geurts, Marc Muller

Biomolecules· December 2023

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Multi-Task Pre-Training of Deep Neural Networks for Digital Pathology.
Romain Mormont, Pierre Geurts, Raphael Maree

IEEE J Biomed Health Inform· February 2021

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Error curves for evaluating the quality of feature rankings.
Ivica Slavkov, Matej Petković, Pierre Geurts, Dragi Kocev, Sašo Džeroski

PeerJ Comput Sci· December 2020

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Characterization of a temporoparietal junction subtype of Alzheimer's disease.
François Meyer, Marie Wehenkel, Christophe Phillips, Pierre Geurts, Roland Hustinx

Hum Brain Mapp· October 2019

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Unsupervised Gene Network Inference with Decision Trees and Random Forests.
Vân Anh Huynh-Thu, Pierre Geurts

Methods Mol Biol· June 2019

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A Random Forests Framework for Modeling Haplotypes as Mosaics of Reference Haplotypes.
Pierre Faux, Pierre Geurts, Tom Druet

Front Genet· June 2019

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Random Forests Based Group Importance Scores and Their Statistical Interpretation: Application for Alzheimer's Disease.
Marie Wehenkel, Antonio Sutera, Christine Bastin, Pierre Geurts, Christophe Phillips

Front Neurosci· June 2018

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dynGENIE3: dynamical GENIE3 for the inference of gene networks from time series expression data.
Vân Anh Huynh-Thu, Pierre Geurts

Sci Rep· February 2018

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Landmark detection in 2D bioimages for geometric morphometrics: a multi-resolution tree-based approach.
Rémy Vandaele, Jessica Aceto, Marc Muller, Frédérique Péronnet, Vincent Debat, Pierre Geurts

Sci Rep· January 2018

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Sepsis prediction in critically ill patients by platelet activation markers on ICU admission: a prospective pilot study.
Nathalie Layios, Céline Delierneux, Alexandre Hego, Justine Huart, Christian Gosset, Pierre Geurts

Intensive Care Med Exp· December 2017

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SCENIC: single-cell regulatory network inference and clustering.
Sara Aibar, Carmen Bravo González-Blas, Thomas Moerman, Vân Anh Huynh-Thu, Hana Imrichova, Pierre Geurts

Nat Methods· November 2017

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Cerebral functional connectivity periodically (de)synchronizes with anatomical constraints.
Raphaël Liégeois, Erik Ziegler, Christophe Phillips, Pierre Geurts, Francisco Gómez

Brain Struct Funct· July 2016

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Collaborative analysis of multi-gigapixel imaging data using Cytomine.
Raphaël Marée, Loïc Rollus, Benjamin Stévens, Renaud Hoyoux, Gilles Louppe, Pierre Geurts

Bioinformatics· May 2016

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Circulating microRNA-based screening tool for breast cancer.
Pierre Frères, Stéphane Wenric, Meriem Boukerroucha, Corinne Fasquelle, Jérôme Thiry, Pierre Geurts

Oncotarget· February 2016

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A membrane-type-1 matrix metalloproteinase (MT1-MMP)-discoidin domain receptor 1 axis regulates collagen-induced apoptosis in breast cancer cells.
Delphine Assent, Isabelle Bourgot, Benoît Hennuy, Pierre Geurts, Agnès Noël

PLoS One· January 2016

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Phenotype classification of zebrafish embryos by supervised learning.
Nathalie Jeanray, Raphaël Marée, Benoist Pruvot, Olivier Stern, Pierre Geurts

PLoS One· December 2015

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Evaluation and Comparison of Anatomical Landmark Detection Methods for Cephalometric X-Ray Images: A Grand Challenge.
Ching-Wei Wang, Cheng-Ta Huang, Meng-Che Hsieh, Chung-Hsing Li, Sheng-Wei Chang, Pierre Geurts

IEEE Trans Med Imaging· September 2015

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Classifying pairs with trees for supervised biological network inference.
Marie Schrynemackers, Louis Wehenkel, M Madan Babu, Pierre Geurts

Mol Biosyst· August 2015

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Exploiting SNP correlations within random forest for genome-wide association studies.
Vincent Botta, Gilles Louppe, Pierre Geurts, Louis Wehenkel

PLoS One· January 2015

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NIMEFI: gene regulatory network inference using multiple ensemble feature importance algorithms.
Joeri Ruyssinck, Vân Anh Huynh-Thu, Pierre Geurts, Tom Dhaene, Piet Demeester

PLoS One· December 2014

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Mapping gene regulatory networks in Drosophila eye development by large-scale transcriptome perturbations and motif inference.
Delphine Potier, Kristofer Davie, Gert Hulselmans, Marina Naval Sanchez, Lotte Haagen, Pierre Geurts

Cell Rep· December 2014

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Bridging physiological and evolutionary time-scales in a gene regulatory network.
Gwenaëlle Marchand, Vân Anh Huynh-Thu, Nolan C Kane, Sandrine Arribat, Didier Varès, Pierre Geurts

New Phytol· July 2014

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Identification of a microRNA landscape targeting the PI3K/Akt signaling pathway in inflammation-induced colorectal carcinogenesis.
Claire Josse, Nassim Bouznad, Pierre Geurts, Alexandre Irrthum, Vân Anh Huynh-Thu

Am J Physiol Gastrointest Liver Physiol· February 2014

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On protocols and measures for the validation of supervised methods for the inference of biological networks.
Marie Schrynemackers, Robert Küffner, Pierre Geurts

Front Genet· December 2013

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Automated processing of zebrafish imaging data: a survey.
Ralf Mikut, Thomas Dickmeis, Wolfgang Driever, Pierre Geurts, Fred A Hamprecht

Zebrafish· September 2013

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