Researcher
Joris Roels
- Disciplines:Communications technology, Communications
Affiliations
- Department of Applied Mathematics, Computer Science and Statistics (Department)
Member
From1 Jan 2019 → 12 Jun 2022 - Department of Telecommunications and information processing (Department)
Member
From22 Aug 2014 → 22 Sep 2019
Publications
1 - 10 of 18
- Sodium perturbs mitochondrial respiration and induces dysfunctional Tregs(2023)
Authors: Beatriz F. Côrte-Real, Ibrahim Hamad, Rebeca Arroyo Hornero, Sabrina Geisberger, Joris Roels, Lauren Van Zeebroeck, Aleksandra Dyczko, Marike W. van Gisbergen, Henry Kurniawan, Allon Wagner, et al.
Pages: 299 - 315 - Machine learning pipeline for predicting bone marrow edema along the sacroiliac joints on magnetic resonance imaging(2023)
Authors: Joris Roels, Ann-Sophie De Craemer, Thomas Renson, Manouk de Hooge, Arne Gevaert, Thomas Van Den Berghe, Lennart Jans, Nele Herregods, Philippe Carron, Filip Van den Bosch, et al.
Pages: 2169 - 2177 - A machine learning pipeline for prediction of bone marrow oedema along the sacroiliac joints on magnetic resonance imaging(2022)
Authors: Joris Roels, Ann-Sophie De Craemer, Thomas Renson, Manouk de Hooge, Arne Gevaert, Lennart Jans, Nele Herregods, Thomas Van Den Berghe, Philippe Carron, Filip Van den Bosch, et al.
Pages: 12 - 12 - An interactive ImageJ plugin for semi-automated image denoising in electron microscopy(2020)
Authors: Joris Roels, Frank Vernaillen, Anna Kremer, Amanda Gonçalves, Jan Aelterman, Hiep Luong, Bart Goossens, Wilfried Philips, Saskia Lippens, Yvan Saeys
- Osteopontin expression identifies a subset of recruited macrophages distinct from Kupffer cells in the fatty liver(2020)
Authors: Anneleen Remmerie, Liesbet Martens, Tinne Thoné, Angela Castoldi, Ruth Seurinck, Benjamin Pavie, Joris Roels, Bavo Vanneste, Sofie De Prijck, Mathias Vanhockerhout, et al.
Pages: 641 - 657.e1–e14 - Geautomatiseerde segmentatie van 3D-elektronenmicroscopiebeelden(2019)
Authors: Joris Roels
Number of pages: 1 - Domain adaptive segmentation in volume electron microscopy imaging(2019)
Authors: Joris Roels, Julian Hennies, Yvan Saeys, Wilfried Philips, Anna Kreshuk
Pages: 1519 - 1522 - An overview of state-of-the-art image restoration in electron microscopy(2018)
Authors: Joris Roels, Jan Aelterman, Hiep Luong, Saskia Lippens, Aleksandra Pizurica, Yvan Saeys, Wilfried Philips
Pages: 239 - 254 - Convolutional neural network pruning to accelerate membrane segmentation in electron microscopy(2017)
Authors: Joris Roels, Jonas De Vylder, Jan Aelterman, Yvan Saeys, Wilfried Philips
Pages: 633 - 637 - Lower bounds on the robustness to adversarial perturbations(2017)Volume: 30
Authors: Jonathan Peck, Joris Roels, Bart Goossens, Yvan Saeys, I Guyon, UV Luxburg, S Bengio, H Wallach, R Fergus, S Vishwanathan, et al.
Pages: 804 - 813