Rosana El Jurdi

According to our database, Rosana El Jurdi authored at least 11 papers between 2020 and 2024.

Collaborative distances:

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

2024

Fully residual Unet-based semantic segmentation of automotive fisheye images: a comparison of rectangular and deformable convolutions.

Rosana El Jurdi, Ahmed Rida Sekkat, Yohan Dupuis, Pascal Vasseur, Paul Honeine

Multim. Tools Appl., April, 2024

2023

Confidence intervals for performance estimates in 3D medical image segmentation.

Rosana El Jurdi, Gaël Varoquaux, Olivier Colliot

CoRR, 2023

Introducing soft topology constraints in deep learning-based segmentation using projected pooling loss.

Guanghui Fu, Rosana El Jurdi, Lydia Chougar, Didier Dormont, Romain Valabrègue, Stéphane Lehéricy, Olivier Colliot

Proceedings of the Medical Imaging 2023: Image Processing, 2023

How Precise are Performance Estimates for Typical Medical Image Segmentation Tasks?

Rosana El Jurdi, Olivier Colliot

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

2022

Fourier Disentangled Multimodal Prior Knowledge Fusion for Red Nucleus Segmentation in Brain MRI.

Guanghui Fu, Gabriel Jimenez, Sophie Loizillon, Rosana El Jurdi, Lydia Chougar, Didier Dormont, Romain Valabrègue, Ninon Burgos, Stéphane Lehéricy, Daniel Racoceanu, Olivier Colliot

CoRR, 2022

Effect of Prior-based Losses on Segmentation Performance: A Benchmark.

Rosana El Jurdi, Caroline Petitjean, Veronika Cheplygina, Paul Honeine, Fahed Abdallah

CoRR, 2022

2021

Prior-constrained Convolutional Neural Networks for Medical Image Segmentation. (Apprentissage profond avec contraintes a priori pour la segmentation d'images médicales).

Rosana El Jurdi

PhD thesis, 2021

High-level prior-based loss functions for medical image segmentation: A survey.

Rosana El Jurdi, Caroline Petitjean, Paul Honeine, Veronika Cheplygina, Fahed Abdallah

Comput. Vis. Image Underst., 2021

A Surprisingly Effective Perimeter-based Loss for Medical Image Segmentation.

Rosana El Jurdi, Caroline Petitjean, Paul Honeine, Veronika Cheplygina, Fahed Abdallah

Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

2020

BB-UNet: U-Net With Bounding Box Prior.

Rosana El Jurdi, Caroline Petitjean, Paul Honeine, Fahed Abdallah

IEEE J. Sel. Top. Signal Process., 2020

Investigating CoordConv for Fully and Weakly Supervised Medical Image Segmentation.

Rosana El Jurdi, Thomas Dargent, Caroline Petitjean, Paul Honeine, Fahed Abdallah

Proceedings of the Tenth International Conference on Image Processing Theory, 2020