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Onderzoeker
Joris Roels
Profiel
Projecten
Publicaties
Activiteiten
Prijzen & Erkenningen
22
Resultaten
2023
Machine learning pipeline for predicting bone marrow edema along the sacroiliac joints on magnetic resonance imaging
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.
A1
Artikel in een tijdschrift
in
ARTHRITIS & RHEUMATOLOGY
2023
Sodium perturbs mitochondrial respiration and induces dysfunctional Tregs
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.
A1
Artikel in een tijdschrift
in
CELL METABOLISM
2023
2022
A machine learning pipeline for prediction of bone marrow oedema along the sacroiliac joints on magnetic resonance imaging
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.
C3
Conferentie
2022
BioSegment : active learning segmentation for 3D electron microscopy imaging
Benjamin Rombaut
Joris Roels
Yvan Saeys
C1
Conferentie
2022
2020
An interactive ImageJ plugin for semi-automated image denoising in electron microscopy
Joris Roels
Frank Vernaillen
Anna Kremer
Amanda Gonçalves
Jan Aelterman
Hiep Luong
Bart Goossens
Wilfried Philips
Saskia Lippens
Yvan Saeys
A1
Artikel in een tijdschrift
in
NATURE COMMUNICATIONS
2020
Osteopontin expression identifies a subset of recruited macrophages distinct from Kupffer cells in the fatty liver
Anneleen Remmerie
Liesbet Martens
Tinne Thoné
Angela Castoldi
Ruth Seurinck
Benjamin Pavie
Joris Roels
Bavo Vanneste
Sofie De Prijck
Mathias Vanhockerhout
et al.
A1
Artikel in een tijdschrift
in
IMMUNITY
2020
2019
Domain adaptive segmentation in volume electron microscopy imaging
Joris Roels
Julian Hennies
Yvan Saeys
Wilfried Philips
Anna Kreshuk
P1
Conferentie
2019
Geautomatiseerde segmentatie van 3D-elektronenmicroscopiebeelden
Joris Roels
Wilfried Philips
Yvan Saeys
Proefschrift
2019
2018
An overview of state-of-the-art image restoration in electron microscopy
Joris Roels
Jan Aelterman
Hiep Luong
Saskia Lippens
Aleksandra Pizurica
Yvan Saeys
Wilfried Philips
A1
Artikel in een tijdschrift
in
JOURNAL OF MICROSCOPY
2018
2017
Convolutional neural network pruning to accelerate membrane segmentation in electron microscopy
Joris Roels
Jonas De Vylder
Jan Aelterman
Yvan Saeys
Wilfried Philips
P1
Conferentie
2017
Lower bounds on the robustness to adversarial perturbations
Jonathan Peck
Joris Roels
Bart Goossens
Yvan Saeys
P1
Conferentie
2017
2016
Automated Membrane Detection in Electron Microscopy using Convolutional Neural Networks
Joris Roels
Jonas De Vylder
Jan Aelterman
Yvan Saeys
Wilfried Philips
C3
Conferentie
2016
Bayesian deconvolution of scanning electron microscopy images using point-spread function estimation and non-local regularization
Joris Roels
Jan Aelterman
Jonas De Vylder
Hiep Luong
Yvan Saeys
Wilfried Philips
P1
Conferentie
2016
Decreasing time consumption of microscopy image segmentation through parallel processing on the GPU
Joris Roels
Jonas De Vylder
Yvan Saeys
Bart Goossens
Wilfried Philips
P1
Conferentie
2016
From a biological sample to high-quality digital image representation : avoiding and restoring image artifacts through proper acquisition and image restoration
Joris Roels
Jan Aelterman
Jonas De Vylder
Hiep Luong
Saskia Lippens
Chris Guerin
Yvan Saeys
Wilfried Philips
C3
Conferentie
2016
Image degradation in microscopic images : avoidance, artifacts and solutions
Joris Roels
Jan Aelterman
Jonas De Vylder
Saskia Lippens
Hiep Luong
Chris Guerin
Wilfried Philips
A1
Artikel in een tijdschrift
in
Advances in Anatomy Embryology and Cell Biology
2016
Quasar tutorial: High-level programming of Heterogeneous Hardware
Jonas De Vylder
Dirk Van Haerenborgh
Joris Roels
Bart Goossens
Andere
2016
Semi-automated segmentation in 3D electron microscopy imaging
Joris Roels
Jan Aelterman
Jonas De Vylder
Hiep Luong
Saskia Lippens
Yvan Saeys
Wilfried Philips
C3
Conferentie
2016
Superpixel quality in microscopy images: the impact of noise & denoising
Joris Roels
Jonas De Vylder
Jan Aelterman
Saskia Lippens
Yvan Saeys
Wilfried Philips
P1
Conferentie
2016
2015
Noise analysis in 3D electron microscopy
Joris Roels
Jan Aelterman
Jonas De Vylder
Hiep Luong
Saskia Lippens
Yvan Saeys
Wilfried Philips
C3
Conferentie
2015
2014
Image optimization for 3D electron microscopy images
Joris Roels
Jan Aelterman
Hiep Luong
Jonas De Vylder
Wilfried Philips
Saskia Lippens
Yvan Saeys
C3
Conferentie
2014
Noise analysis and removal in 3D electron microscopy
Joris Roels
Jan Aelterman
Jonas De Vylder
Hiep Luong
Yvan Saeys
Saskia Lippens
Wilfried Philips
P1
Conferentie
2014