Research Explorer

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Researcher

Joris Roels

Awards & Distinctions

22 Results

2023

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

Joris RoelsAnn-Sophie De CraemerThomas RensonManouk de HoogeArne GevaertThomas Van Den BergheLennart JansNele HerregodsPhilippe CarronFilip Van den Bosch et al.

A1 Journal Article in ARTHRITIS & RHEUMATOLOGY

Sodium perturbs mitochondrial respiration and induces dysfunctional Tregs

Beatriz F. Côrte-RealIbrahim HamadRebeca Arroyo HorneroSabrina GeisbergerJoris RoelsLauren Van ZeebroeckAleksandra DyczkoMarike W. van GisbergenHenry KurniawanAllon Wagner et al.

A1 Journal Article in CELL METABOLISM

2022

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

Joris RoelsAnn-Sophie De CraemerThomas RensonManouk de HoogeArne GevaertLennart JansNele HerregodsThomas Van Den BerghePhilippe CarronFilip Van den Bosch et al.

BioSegment : active learning segmentation for 3D electron microscopy imaging

Benjamin RombautJoris RoelsYvan Saeys

2020

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

Joris RoelsFrank VernaillenAnna KremerAmanda GonçalvesJan AeltermanHiep LuongBart GoossensWilfried PhilipsSaskia LippensYvan Saeys

A1 Journal Article in NATURE COMMUNICATIONS

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

Anneleen RemmerieLiesbet MartensTinne ThonéAngela CastoldiRuth SeurinckBenjamin PavieJoris RoelsBavo VannesteSofie De PrijckMathias Vanhockerhout et al.

A1 Journal Article in IMMUNITY

2019

Domain adaptive segmentation in volume electron microscopy imaging

Joris RoelsJulian HenniesYvan SaeysWilfried PhilipsAnna Kreshuk

Geautomatiseerde segmentatie van 3D-elektronenmicroscopiebeelden

Joris RoelsWilfried PhilipsYvan Saeys

2018

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

Joris RoelsJan AeltermanHiep LuongSaskia LippensAleksandra PizuricaYvan SaeysWilfried Philips

A1 Journal Article in JOURNAL OF MICROSCOPY

2017

Convolutional neural network pruning to accelerate membrane segmentation in electron microscopy

Joris RoelsJonas De VylderJan AeltermanYvan SaeysWilfried Philips

Lower bounds on the robustness to adversarial perturbations

Jonathan PeckJoris RoelsBart GoossensYvan Saeys

2016

Automated Membrane Detection in Electron Microscopy using Convolutional Neural Networks

Joris RoelsJonas De VylderJan AeltermanYvan SaeysWilfried Philips

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

Joris RoelsJan AeltermanJonas De VylderHiep LuongYvan SaeysWilfried Philips

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

Joris RoelsJonas De VylderYvan SaeysBart GoossensWilfried Philips

From a biological sample to high-quality digital image representation : avoiding and restoring image artifacts through proper acquisition and image restoration

Joris RoelsJan AeltermanJonas De VylderHiep LuongSaskia LippensChris GuerinYvan SaeysWilfried Philips

Image degradation in microscopic images : avoidance, artifacts and solutions

Joris RoelsJan AeltermanJonas De VylderSaskia LippensHiep LuongChris GuerinWilfried Philips

A1 Journal Article in Advances in Anatomy Embryology and Cell Biology

Quasar tutorial: High-level programming of Heterogeneous Hardware

Jonas De VylderDirk Van HaerenborghJoris RoelsBart Goossens

Semi-automated segmentation in 3D electron microscopy imaging

Joris RoelsJan AeltermanJonas De VylderHiep LuongSaskia LippensYvan SaeysWilfried Philips

Superpixel quality in microscopy images: the impact of noise & denoising

Joris RoelsJonas De VylderJan AeltermanSaskia LippensYvan SaeysWilfried Philips

2015

Noise analysis in 3D electron microscopy

Joris RoelsJan AeltermanJonas De VylderHiep LuongSaskia LippensYvan SaeysWilfried Philips

2014

Image optimization for 3D electron microscopy images

Joris RoelsJan AeltermanHiep LuongJonas De VylderWilfried PhilipsSaskia LippensYvan Saeys

Noise analysis and removal in 3D electron microscopy

Joris RoelsJan AeltermanJonas De VylderHiep LuongYvan SaeysSaskia LippensWilfried Philips