Robin Ghyselinck

According to our database, Robin Ghyselinck authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

On the effectiveness of Rotation-Equivariance in U-Net: A Benchmark for Image Segmentation.

Robin Ghyselinck, Valentin Delchevalerie, Bruno Dumas, Benoît Frénay

Trans. Mach. Learn. Res., 2025

Computer Assisted Diagnosis: does it make sense for Lungs Tumor Detection? A Qualitative study with Pulmonologists.

Robin Ghyselinck, Thibaut Septon, Nicolas Geuens, Margaux Mannaerts, Julie Vijghen, Samy Lachkar, Benoît Frénay, Bruno Dumas

Proceedings of the 36th Conference on l'Interaction Humain-Machine, 2025

Mask-Aware Cropping: Mitigating Mask Imbalance in Segmentation Tasks.

Robin Ghyselinck, Valentin Delchevalerie, Benoît Frénay, Bruno Dumas

Proceedings of the 33rd European Symposium on Artificial Neural Networks, 2025

2024

Leveraging endoscopic data with Contrastive Learning for Crohn's disease detection.

Robin Ghyselinck, Jérôme Fink, Bruno Dumas, Benoît Frénay

Proceedings of the 32nd European Symposium on Artificial Neural Networks, 2024

Deep Learning for in vivo Bronchial Carinae Detection in Flexible Bronchoscopy.

Robin Ghyselinck, Valentin Delchevalerie, Pierre Poitier, Benoît Frénay, Bruno Dumas

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024