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All Publications

Displaying 18 results.
    • Journal article
    Robust biomarker identification for cancer diagnosis with ensemble feature selection methods
    Abeel, Thomas Helleputte, Thibault[UCL] Van de Peer, Yves Dupont, Pierre[UCL] Saeys, Yvan (2010) Bioinformatics — Vol. 26, no. 3, p. 392-398 (2010)
    • Patent
    Signature of cycling hypoxia and use thereof for the prognosis of cancer
    Feron, Olivier[UCL] Dupont, Pierre[UCL] Boidot, Romain[UCL] Branders, Samuel[UCL] Helleputte, Thibault[UCL] (2015)
    • Speech
    Evaluating risk of esophageal variceal bleed in children with cirrhosis and waitlisted for liver transplantation
    Stéphenne, Xavier[UCL] Bonnet, Nicolas[UCL] Varma, Sharat[UCL] Helleputte, Thibault[UCL] Smets, Françoise[UCL] Veyckemans, Francis[UCL] Eeckhoudt, Stéphane[UCL] Hermans, Cédric[UCL] Sokal, Etienne[UCL] (2016) 49th Annual Meeting of ESPGHAN (European Society for Paediatric Gastroenterology Hepatology and Nutrition) — Athènes, Grèce
    • Dissertation
    Inductive biases for stable feature selection in high dimensional spaces : applications to gene profiling and diagnosis from DNA microarrays
    Helleputte, Thibault[UCL] (2010)
    • Journal article
    Data science, artificial intelligence, and machine learning: Opportunities for laboratory medicine and the value of positive regulation.
    Gruson, Damien[UCL] Helleputte, Thibault Rousseau, Patrick[UCL] Gruson, David (2019) Clinical biochemistry — Vol. 69, p. 1-7 (2019)
    • Speech
    Robust biomarker identification for cancer diagnosis using ensemble feature selection methods
    Abeel, Thomas Helleputte, Thibault[UCL] Van de Peer, Yves Dupont, Pierre[UCL] Saeys, Yvan (2009) Third International Workshop on Machine Learning in Systems Biology (MLSB) — Ljubljana, Slovenia
    • Journal article
    Novel insights into the assessment of risk of upper gastrointestinal bleeding in decompensated cirrhotic children.
    Bonnet, Nicolas[UCL] Paul, Jérôme Helleputte, Thibault Veyckemans, Francis Pirotte, Thierry[UCL] Pregardien, Caroline[UCL] Eeckhoudt, Stéphane[UCL] Hermans, Cédric[UCL] Detaille, Thierry[UCL] Clapuyt, Philippe[UCL] Menten, Renaud[UCL] Dumitriu, Dana Loana[UCL] Reding, Raymond[UCL] Scheers, Isabelle[UCL] Varma, Sharat[UCL] Smets, Françoise[UCL] Sokal, Etienne[UCL] Stéphenne, Xavier[UCL] (2019) Pediatric Transplantation — Vol. 23, no. 4, p. e13390 [1-11] (2019)
    • Speech
    Clinical response to the MAGE-A3 immunotherapeutic in metastatic melanoma patients is associated with a specific gene profile present prior to treatment
    Louahed, Jamila Dréno, B. Gaulis, Swann Helleputte, Thibault[UCL] Dupont, Pierre[UCL] Gruselle, Olivier Spatz, A. Kruit, W. Lehmann, F. Brichard, Vincent (2008) European society for medical oncology — Stockholm
    • Speech
    Biomarker selection by transfer learning with linear regularized models
    Helleputte, Thibault[UCL] Dupont, Pierre[UCL] (2009) Third International Workshop on Machine Learning in Systems Biology (MLSB) — Ljubljana, Slovenia
    • Journal article
    Heterogeneity of synovial molecular patterns in patients with arthritis
    Lauwerys, Bernard[UCL] Hernández-Lobato, Daniel Gramme, Pierre Ducreux, Julie[UCL] Dessy, Adrien[UCL] Focant, Isabelle[UCL] Ambroise, Jérôme[UCL] Bearzatto, Bertrand[UCL] Nzeusseu Toukap, Adrien[UCL] Van den Eynde, Benoît[UCL] Elewaut, Dirk Gala, Jean-Luc[UCL] Durez, Patrick[UCL] Houssiau, Frédéric[UCL] Helleputte, Thibault Dupont, Pierre[UCL] (2015) PLoS One — Vol. 10, no. 4, p. e0122104 [1-18] (2015)
    • Speech
    A comparative study of normalization and feature selection techniques for breast cancer prognosis from gene expressions
    Helleputte, Thibault[UCL] Dupont, Pierre[UCL] (2007) Benelux Bioinformatics conference (BBC'07) — Leuven, Belgiqum
    • Speech
    Expectation Propagation for Bayesian Multi-task Feature Selection
    Hernandez-Lobato, Daniel[UCL] Hernández-Lobato, José Miguel Helleputte, Thibault[UCL] Dupont, Pierre[UCL] (2010) Machine Learning and Knowledge Discovery in Databases. European Conference, ECML PKDD 2010 — Barcelona, Spain
    • Journal article
    A generic cycling hypoxia-derived prognostic gene signature: application to breast cancer profiling.
    Boidot, Romain Branders, Samuel[UCL] Helleputte, Thibault[UCL] Illan Rubio, Laila[UCL] Dupont, Pierre[UCL] Feron, Olivier[UCL] (2014) OncoTarget — Vol. 5, no.16, p. 6947-63 (2014)
    • Patent
    Method for classifying a cancer patient as responder or non-responder to immunotherapy
    Dupont, Pierre[UCL] Gaulis, Swann Helleputte, Thibault[UCL] (2010)
    • Speech
    Feature selection by transfer learning with linear regularized models
    Helleputte, Thibault[UCL] Dupont, Pierre[UCL] (2009) Machine Learning and Knowledge Discovery in Databases. European Conference, ECML PKDD 2009 — Bled, Slovenia
    • Journal article
    Assessment of risk of bleeding from esophageal varices during management of biliary atresia in children
    Wanty, Catherine[UCL] Helleputte, Thibault[UCL] Smets, Françoise[UCL] Sokal, Etienne[UCL] Stéphenne, Xavier[UCL] (2013) Journal of Pediatric Gastroenterology and Nutrition — Vol. 56, no. 5, p. 537-543 (2013)
    • Journal article
    Strategic overview of personalised medicine
    Helleputte, Thibault[UCL] (2012) International Pharmaceutical Industry — Vol. 4, no. 2, p. 58-62 (2012)
    • Speech
    Partially supervised feature selection with regularized linear models
    Helleputte, Thibault[UCL] Dupont, Pierre[UCL] (2009) ICML '09 : 26th Annual International Conference on Machine Learning — Montréal, Canada