Patty Coupeau

According to our database, Patty Coupeau authored at least 6 papers between 2022 and 2024.

Collaborative distances:

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

2024

On the use of GNN-based structural information to improve CNN-based semantic image segmentation.

Patty Coupeau, Jean-Baptiste Fasquel, Mickaël Dinomais

J. Vis. Commun. Image Represent., 2024

GNN-based structural information to improve DNN-based basal ganglia segmentation in children following early brain lesion.

Patty Coupeau, Jean-Baptiste Fasquel, Lucie Hertz-Pannier, Mickaël Dinomais

Comput. Medical Imaging Graph., 2024

Multi-View Graph Neural Network for Semantic Image Segmentation.

Elie Karam, Nisrine Jrad, Patty Coupeau, Jean-Baptiste Fasquel, Fahed Abdallah

Proceedings of the Thirteenth IEEE International Conference on Image Processing Theory, 2024

2023

Detecting Cerebral Palsy in Neonatal Stroke Children: GNN-Based Detection Considering the Structural Organization of Basal Ganglia.

Patty Coupeau, Jean-Baptiste Fasquel, Josselin Demas, Lucie Hertz-Pannier, Mickaël Dinomais

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

2022

Patch-based 3D U-Net and transfer learning for longitudinal piglet brain segmentation on MRI.

Patty Coupeau, Jean-Baptiste Fasquel, E. Mazerand, P. Menei, C. N. Montero-Menei, Mickaël Dinomais

Comput. Methods Programs Biomed., 2022

On the relevance of edge-conditioned convolution for GNN-based semantic image segmentation using spatial relationships.

Patty Coupeau, Jean-Baptiste Fasquel, Mickaël Dinomais

Proceedings of the Eleventh International Conference on Image Processing Theory, 2022