| Random subwindows for robust image classification R Marée, P Geurts, J Piater, L Wehenkel 2005 IEEE Computer Society Conference on Computer Vision and Pattern …, 2005 | 344 | 2005 |
| Evaluation and comparison of anatomical landmark detection methods for cephalometric x-ray images: a grand challenge CW Wang, CT Huang, MC Hsieh, CH Li, SW Chang, WC Li, R Vandaele, ... IEEE transactions on medical imaging 34 (9), 1890-1900, 2015 | 215 | 2015 |
| Collaborative analysis of multi-gigapixel imaging data using Cytomine R Marée, L Rollus, B Stévens, R Hoyoux, G Louppe, R Vandaele, ... Bioinformatics 32 (9), 1395-1401, 2016 | 201 | 2016 |
| Comparison of deep transfer learning strategies for digital pathology R Mormont, P Geurts, R Marée Proceedings of the IEEE conference on computer vision and pattern …, 2018 | 162 | 2018 |
| P2X1 ion channels promote neutrophil chemotaxis through Rho kinase activation C Lecut, K Frederix, DM Johnson, C Deroanne, M Thiry, C Faccinetto, ... The Journal of Immunology 183 (4), 2801-2809, 2009 | 130 | 2009 |
| PREDetector: a new tool to identify regulatory elements in bacterial genomes S Hiard, R Marée, S Colson, PA Hoskisson, F Titgemeyer, GP van Wezel, ... Biochemical and biophysical research communications 357 (4), 861-864, 2007 | 117 | 2007 |
| Monomeric calgranulins measured by SELDI-TOF mass spectrometry and calprotectin measured by ELISA as biomarkers in arthritis D De Seny, M Fillet, C Ribbens, R Maree, MA Meuwis, L Lutteri, ... Clinical chemistry 54 (6), 1066-1075, 2008 | 115 | 2008 |
| Human Wharton's jelly-derived stem cells display a distinct immunomodulatory and proregenerative transcriptional signature compared to bone marrow-derived stem cells R Donders, JFJ Bogie, S Ravanidis, P Gervois, M Vanheusden, R Maree, ... Stem cells and development 27 (2), 65-84, 2018 | 112 | 2018 |
| Automated processing of zebrafish imaging data: a survey R Mikut, T Dickmeis, W Driever, P Geurts, FA Hamprecht, BX Kausler, ... Zebrafish 10 (3), 401-421, 2013 | 111 | 2013 |
| Zebrafish bone and general physiology are differently affected by hormones or changes in gravity J Aceto, R Nourizadeh-Lillabadi, R Maree, N Dardenne, N Jeanray, ... PloS one 10 (6), e0126928, 2015 | 102 | 2015 |
| Fast multi-class image annotation with random subwindows and multiple output randomized trees M Dumont, R Marée, L Wehenkel, P Geurts International conference on computer vision theory and applications (VISAPP), 2009 | 87 | 2009 |
| Proteomics for prediction and characterization of response to infliximab in Crohn's disease: a pilot study MA Meuwis, M Fillet, L Lutteri, R Marée, P Geurts, D De Seny, M Malaise, ... Clinical biochemistry 41 (12), 960-967, 2008 | 87 | 2008 |
| A novel formulation of inhaled doxycycline reduces allergen-induced inflammation, hyperresponsiveness and remodeling by matrix metalloproteinases and cytokines modulation in a … MM Gueders, P Bertholet, F Perin, N Rocks, R Maree, V Botta, R Louis, ... Biochemical pharmacology 75 (2), 514-526, 2008 | 80 | 2008 |
| Multi-task pre-training of deep neural networks for digital pathology R Mormont, P Geurts, R Marée IEEE journal of biomedical and health informatics 25 (2), 412-421, 2020 | 66 | 2020 |
| Random subwindows and extremely randomized trees for image classification in cell biology R Marée, P Geurts, L Wehenkel BMC Cell Biology 8, 1-12, 2007 | 65 | 2007 |
| Phenotype classification of zebrafish embryos by supervised learning N Jeanray, R Marée, B Pruvot, O Stern, P Geurts, L Wehenkel, M Muller PloS one 10 (1), e0116989, 2015 | 64 | 2015 |
| A generic approach for image classification based on decision tree ensembles and local sub-windows R Marée, P Geurts, J Piater, L Wehenkel 6th Asian Conference on Computer Vision, 2004 | 57 | 2004 |
| Discovery and biochemical characterisation of four novel biomarkers for osteoarthritis D de Seny, M Sharif, M Fillet, G Cobraiville, MA Meuwis, R Marée, ... Annals of the rheumatic diseases 70 (6), 1144-1152, 2011 | 56 | 2011 |
| High-density lipoprotein proteome dynamics in human endotoxemia JHM Levels, P Geurts, H Karlsson, R Marée, S Ljunggren, L Fornander, ... Proteome science 9, 1-14, 2011 | 53 | 2011 |
| Biomedical image classification with random subwindows and decision trees R Marée, P Geurts, J Piater, L Wehenkel Computer Vision for Biomedical Image Applications: First International …, 2005 | 50 | 2005 |
Louis WehenkelProfessor of EE&CS, Montefiore Institute, ULiège - University of LiègeVerified email at ulg.ac.be
