Gaël Dournes

According to our database, Gaël Dournes authored at least 10 papers between 2013 and 2025.

Collaborative distances:

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

2025

3D Semantic Segmentation of Airway Abnormalities on UTE-MRI with Reinforcement Learning on Deep Supervision.

Amel Imene Hadj Bouzid, Fabien Baldacci, Baudouin Denis de Senneville, Wadie Ben Hassen, Ilyes Benlala, Patrick Berger, Gaël Dournes

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Automatic Detection of Pleural Plaques Presence in Asbestos-Exposed Individuals.

Yannis Petitpas, Ilyes Benlala, Fabien Baldacci, Gaël Dournes, Jean Claude Pairon, Baudouin Denis de Senneville

Proceedings of the 38th IEEE International Symposium on Computer-Based Medical Systems, 2025

2024

Anatomical feature-prioritized loss for enhanced MR to CT translation.

Arthur Longuefosse, Baudouin Denis de Senneville, Gael Dournes, Ilyes Benlala, Pascal Desbarats, Fabien Baldacci

CoRR, 2024

On the Use of Perceptual Loss for Fine Structure Generation : Illustration on Lung MR to CT Synthesis.

Arthur Longuefosse, Baudouin Denis de Senneville, Gaël Dournes, Ilyes Benlala, Pascal Desbarats, Fabien Baldacci

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Incorporating 3D Information in 2.5D Networks: Strategies for MR to CT Synthesis.

Arthur Longuefosse, Baudouin Denis de Senneville, Gaël Dournes, Ilyes Benlala, Pascal Desbarats, Fabien Baldacci

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

CT Evaluation of 2D and 3D Holistic Deep Learning Methods for the Volumetric Segmentation of Airway Lesions.

Amel Imene Hadj Bouzid, Baudouin Denis de Senneville, Fabien Baldacci, Pascal Desbarats, Patrick Berger, Ilyes Benlala, Gaël Dournes

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

MR to CT Synthesis Using GANs: A Practical Guide Applied to Thoracic Imaging.

Arthur Longuefosse, Baudouin Denis de Senneville, Gaël Dournes, Ilyes Benlala, François Laurent, Pascal Desbarats, Fabien Baldacci

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Lung CT Synthesis Using GANs with Conditional Normalization on Registered Ultrashort Echo-Time MRI.

Arthur Longuefosse, Gaël Dournes, Ilyes Benlala, Baudouin Denis de Senneville, François Laurent, Pascal Desbarats, Fabien Baldacci

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2018

3D human airway segmentation from high hesolution MR imaging.

Fabien Baldacci, François Laurent, Patrick Berger, Gaël Dournes

Proceedings of the Eleventh International Conference on Machine Vision, 2018

2013

A new processing sequence to assess airways using 3D CT-scan.

Hugo Balacey, Gael Dournes, Pascal Desbarats, Michel Montaudon, Jean-Philippe Domenger, François Laurent

Proceedings of the IEEE International Conference on Image Processing, 2013