dr. Joris Roels

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 (UGent) , 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

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Convolutional neural network pruning to accelerate membrane segmentation in electron microscopy

Joris Roels (UGent) , Jonas De Vylder (UGent) , Jan Aelterman (UGent) , Yvan Saeys (UGent) and Wilfried Philips (UGent)

(2017) 2017 IEEE 14th international symposium on biomedical imaging (ISBI 2017). p.633-637

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Conference Paper
P1
open access

Bayesian deconvolution of scanning electron microscopy images using point-spread function estimation and non-local regularization

Joris Roels (UGent) , Jan Aelterman (UGent) , Jonas De Vylder (UGent) , Hiep Luong (UGent) , Yvan Saeys (UGent) and Wilfried Philips (UGent)

(2016) IEEE Engineering in Medicine and Biology Society Conference Proceedings. p.443-447

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Conference Paper
P1
open access

Decreasing time consumption of microscopy image segmentation through parallel processing on the GPU

Joris Roels (UGent) , Jonas De Vylder (UGent) , Yvan Saeys (UGent) , Bart Goossens and Wilfried Philips (UGent)

(2016) Lecture Notes in Computer Science. 10016. p.147-159

Academic Bibliography

dr. Joris Roels

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

Convolutional neural network pruning to accelerate membrane segmentation in electron microscopy

Bayesian deconvolution of scanning electron microscopy images using point-spread function estimation and non-local regularization

Decreasing time consumption of microscopy image segmentation through parallel processing on the GPU

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