Research Explorer

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Researcher

Arne Gevaert

Awards & Distinctions

6 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

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.

Evaluating feature attribution methods in the image domain

Arne GevaertAxel-Jan RousseauThijs BeckerDirk ValkenborgTijl De BieYvan Saeys

PDD-SHAP: Fast Approximations for Shapley Values using Functional Decomposition

Arne GevaertYvan Saeys

2019

Distillation of Deep Reinforcement Learning Models using Fuzzy Inference Systems

Arne GevaertJonathan PeckYvan Saeys

2018

A preliminary open data publishing strategy for live data in Flanders

Julian Andres Rojas MelendezBrecht Van de VyvereArne GevaertRuben TaelmanPieter ColpaertRuben Verborgh