Members

Samuel Branders

Contact Information

Samuel Branders
PhD
UCL / EPL / ICTEAM / INGI
Place Sainte Barbe, 2 bte L5.02.01
1348 Louvain-la-Neuve
Belgium

Office: Réaumur A.158 (1st floor)
Phone: +32 10 47 91 06
Email: Samuel [period] Branders [snail] uclouvain [period] be -> mailto:Samuel [period] Branders [snail] uclouvain [period] be
Personal home page

Biography

Samuel Branders

Samuel Branders is a PhD Student in the Machine Learning Group of the Université catholique de Louvain. He received a master׳s degree in computer engineering in 2010.



Publications

Article de périodique (Journal article)
2015
  • Branders, Samuel ; Dupont, Pierre. A balanced hazard ratio for risk group evaluation from survival data. In: Statistics in Medicine, Vol. 34, no.17, p. 2528-2543 (2015). doi:10.1002/sim.6505. http://hdl.handle.net/2078.1/162822

  • 2014
  • Boidot, Romain ; Branders, Samuel ; Helleputte, Thibault ; Illan Rubio, Laila ; Dupont, Pierre ; Feron, Olivier. A generic cycling hypoxia-derived prognostic gene signature: application to breast cancer profiling.. In: OncoTarget, Vol. 5, no.16, p. 6947-63 (2014). http://hdl.handle.net/2078.1/151247

  • 2013
  • Grandjean, Marie ; Sermeus, Alexandra ; Branders, Samuel ; Defresne, Florence ; Dieu, Marc ; Dupont, Pierre ; Raes, Martine ; De Ridder, Mark ; Feron, Olivier. Hypoxia integration in the serological proteome analysis unmasks tumor antigens and fosters the identification of anti-phospho-eEF2 antibodies as potential cancer biomarkers. In: PLoS One, Vol. 8, no. 10, p. e76508 [1-10] (2013). doi:10.1371/journal.pone.0076508. http://hdl.handle.net/2078.1/135010

  • 2012
  • Seront, Emmanuel ; Rottey, S. ; Sautois, B. ; Kerger, Joseph ; D'Hondt, Lionel ; Verschaeve, V. ; Canon, J.-L. ; Dopchie, C. ; Vandenbulcke, J. M. ; Whenham, N. ; Goeminne, J. C. ; Clausse, M. ; Verhoeven, D. ; Glorieux, P. ; Branders, Samuel ; Dupont, Pierre ; Schoonjans, J. ; Feron, Olivier ; Machiels, Jean-Pascal. Phase II study of everolimus in patients with locally advanced or metastatic transitional cell carcinoma of the urothelial tract: clinical activity, molecular response,and biomarkers. In: Annals of Oncology, Vol. 23, no. 10, p. 2663-2670 (2012). doi:10.1093/annonc/mds057. http://hdl.handle.net/2078.1/111033

  • Brevet (Patent)
    2015
  • Feron, Olivier ; Dupont, Pierre ; Boidot, Romain ; Branders, Samuel ; Helleputte, Thibault. Signature of cycling hypoxia and use thereof for the prognosis of cancer. Numéro de priorité ; Déposé (01/08/2014) ; Publié (01/08/2015). . http://hdl.handle.net/2078.1/157278

  • Communication à un colloque (Conference Paper)
    2016
  • Renard, Emilie ; Branders, Samuel ; Absil, Pierre-Antoine. Independent component analysis to remove batch effects from merged microarray datasets. WABI 2016 (Aarhus, Denmark, August 22-24, 2016). In: Lecture Notes in Computer Science, Vol. 9838, p. 281-292 (2016). doi:10.1007/978-3-319-43681-4_23. http://hdl.handle.net/2078.1/174709

  • 2015
  • Branders, Samuel ; Frenay, Benoît ; Dupont, Pierre. Survival Analysis with Cox Regression and Random Non-linear Projections. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (Bruges, Belgium, du 22/04/2015 au 24/04/2015). In: Proceedings of the 23th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2015. http://hdl.handle.net/2078.1/162837

  • 2014
  • Branders, Samuel ; D'Ambrosio, Roberto ; Dupont, Pierre. The Coxlogit model: feature selection from survival and classification data. IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making (Orlando (FL), du 09/12/2014 au 12/12/2014). In: Computational Intelligence in Multi-Criteria Decision-Making (MCDM), 2014 IEEE Symposium on, IEEE, 2014, 137-143. doi:10.1109/MCDM.2014.7007199. http://hdl.handle.net/2078.1/156309

  • Thèse (Dissertation)
    2015
  • Branders, Samuel. Regression, classification and feature selection from survival data : modeling of hypoxia conditions for cancer prognosis, prom. : Dupont, Pierre ; Feron, Olivier, 24/09/2015. http://hdl.handle.net/2078.1/165617