dr. Joris Roels

Journal Article
A1
open access

Sodium perturbs mitochondrial respiration and induces dysfunctional Tregs

Beatriz F. Côrte-Real, Ibrahim Hamad, Rebeca Arroyo Hornero, Sabrina Geisberger, Joris Roels (UGent) , Lauren Van Zeebroeck, Aleksandra Dyczko, Marike W. van Gisbergen, Henry Kurniawan, Allon Wagner, et al.

(2023) CELL METABOLISM. 35(2). p.299-315

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Journal Article
A1
open access

Machine learning pipeline for predicting bone marrow edema along the sacroiliac joints on magnetic resonance imaging

Joris Roels (UGent) , Ann-Sophie De Craemer (UGent) , Thomas Renson (UGent) , Manouk de Hooge (UGent) , Arne Gevaert (UGent) , Thomas Van Den Berghe (UGent) , Lennart Jans (UGent) , Nele Herregods (UGent) , Philippe Carron (UGent) , Filip Van den Bosch (UGent) , et al.

(2023) ARTHRITIS & RHEUMATOLOGY. 75(12). p.2169-2177

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Conference Paper
C1
open access

BioSegment : active learning segmentation for 3D electron microscopy imaging

Benjamin Rombaut (UGent) , Joris Roels (UGent) and Yvan Saeys (UGent)

(2022) Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2022), Proceedings. In CEUR Workshop Proceedings 3259. p.7-26

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Conference Paper
C3
open access

A machine learning pipeline for prediction of bone marrow oedema along the sacroiliac joints on magnetic resonance imaging

Joris Roels (UGent) , Ann-Sophie De Craemer (UGent) , Thomas Renson (UGent) , Manouk de Hooge (UGent) , Arne Gevaert (UGent) , Lennart Jans (UGent) , Nele Herregods (UGent) , Thomas Van Den Berghe (UGent) , Philippe Carron (UGent) , Filip Van den Bosch (UGent) , et al.

(2022) Book of Abstracts 13th International Congress on Spondyloarthritides. In 13th International Congress on Spondyloarthritides p.12-12

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Journal Article
A1
open access

Osteopontin expression identifies a subset of recruited macrophages distinct from Kupffer cells in the fatty liver

Anneleen Remmerie, Liesbet Martens (UGent) , Tinne Thoné (UGent) , Angela Castoldi, Ruth Seurinck (UGent) , Benjamin Pavie (UGent) , Joris Roels (UGent) , Bavo Vanneste (UGent) , Sofie De Prijck (UGent) , Mathias Vanhockerhout (UGent) , et al.

(2020) IMMUNITY. 53(3). p.641-657.e1–e14

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Journal Article
A1
open access

An interactive ImageJ plugin for semi-automated image denoising in electron microscopy

Joris Roels (UGent) , Frank Vernaillen, Anna Kremer (UGent) , Amanda Gonçalves (UGent) , Jan Aelterman (UGent) , Hiep Luong (UGent) , Bart Goossens (UGent) , Wilfried Philips (UGent) , Saskia Lippens (UGent) and Yvan Saeys (UGent)

(2020) NATURE COMMUNICATIONS. 11(1).

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Conference Paper
P1
open access

Domain adaptive segmentation in volume electron microscopy imaging

Joris Roels (UGent) , Julian Hennies, Yvan Saeys (UGent) , Wilfried Philips (UGent) and Anna Kreshuk

(2019) 2019 IEEE 16th international symposium on biomedical imaging (ISBI 2019). In IEEE International Symposium on Biomedical Imaging p.1519-1522

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PhD Thesis
open access

Geautomatiseerde segmentatie van 3D-elektronenmicroscopiebeelden

Joris Roels (UGent)

(2019)

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An overview of state-of-the-art image restoration in electron microscopy

Joris Roels (UGent) , Jan Aelterman (UGent) , Hiep Luong (UGent) , Saskia Lippens (UGent) , Aleksandra Pizurica (UGent) , Yvan Saeys (UGent) and Wilfried Philips (UGent)

(2018) JOURNAL OF MICROSCOPY. 271(3). p.239-254

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Lower bounds on the robustness to adversarial perturbations

Jonathan Peck (UGent) , Joris Roels (UGent) , Bart Goossens (UGent) and Yvan Saeys (UGent)

(2017) Advances in neural information processing systems 30 (NIPS 2017). In Advances in Neural Information Processing Systems 30. p.804-813

Academic Bibliography

dr. Joris Roels

Sodium perturbs mitochondrial respiration and induces dysfunctional Tregs

Machine learning pipeline for predicting bone marrow edema along the sacroiliac joints on magnetic resonance imaging

BioSegment : active learning segmentation for 3D electron microscopy imaging

A machine learning pipeline for prediction of bone marrow oedema along the sacroiliac joints on magnetic resonance imaging

Osteopontin expression identifies a subset of recruited macrophages distinct from Kupffer cells in the fatty liver

An interactive ImageJ plugin for semi-automated image denoising in electron microscopy

Domain adaptive segmentation in volume electron microscopy imaging

Geautomatiseerde segmentatie van 3D-elektronenmicroscopiebeelden

An overview of state-of-the-art image restoration in electron microscopy

Lower bounds on the robustness to adversarial perturbations

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