Arthur Longuefosse

Actively seeking postdoctoral opportunities starting January 2025!

3rd year PhD Candidate in Computer Science

LaBRI, University of Bordeaux, France

arthur.longuefosse [at] gmail.com

I am a third-year PhD student at the University of Bordeaux, currently working on lung MR to CT synthesis using deep learning, under the supervision of Pascal Desbarats and Fabien Baldacci. My interest also extends to various other deep learning applications within the realm of medical imaging (segmentation, classification, inpainting..). I am actively seeking postdoctoral opportunities starting January 2025.

Journal Articles

Generating high-resolution synthetic CT from lung MRI with ultrashort echo times: initial evaluation in cystic fibrosis
Arthur Longuefosse, Julien Raoult, Ilyes Benlala, Baudouin Denis de Senneville, Thomas Benkert, Julie Macey, Stéphanie Bui, Patrick Berger, Gilbert Ferretti, Jean-Yves Gaubert, Renan Liberge, Antoine Hutt, Baptiste Morel, François Laurent, Fabien Baldacci, Gaël Dournes
Radiology, 2023

Conference Papers

Adapted nnU-Net: A Robust Baseline for Cross-Modality Synthesis and Medical Image Inpainting
Arthur Longuefosse, Edern Le Bot, Baudouin Denis De Senneville, François Laurent, Pascal Desbarats, Fabien Baldacci
SASHIMI, MICCAI Workshop, 2024

Incorporating 3D Information in 2.5D Networks: Strategies for MR to CT Synthesis
Arthur Longuefosse, Baudouin Denis De Senneville, Gaël Dournes, Ilyes Benlala, Fabien Baldacci, Pascal Desbarats
ISBI, 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, Fabien Baldacci, Pascal Desbarats
ISBI, 2024

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, Fabien Baldacci, Pascal Desbarats
IVAPP, 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
ISBI, 2023

Anatomical feature-prioritized loss for enhanced MR to CT translation
Arthur Longuefosse, Baudouin Denis De Senneville, Gaël Dournes, Ilyes Benlala, Fabien Baldacci, Pascal Desbarats
Submitted to Computers in Biology and Medicine, 2024