Investigating CoordConv for Fully and Weakly Supervised Medical Image Segmentation. - Rosana El Jurdi; Thomas Dargent; Caroline Petitjean; Paul Honeine; Fahed Abdallah (IPTA, 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)

A Surprisingly Effective Perimeter-based Loss for Medical Image Segmentation. - Rosana El Jurdi; Caroline Petitjean; Paul Honeine; Veronika Cheplygina; Fahed Abdallah (MIDL, 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)

Prior-constrained Convolutional Neural Networks for Medical Image Segmentation. (Apprentissage profond avec contraintes a priori pour la segmentation d'images médicales). - Rosana El Jurdi (2021)

Effect of Prior-based Losses on Segmentation Performance: A Benchmark. - Rosana El Jurdi; Caroline Petitjean; Veronika Cheplygina; Paul Honeine; Fahed Abdallah (CoRR, 2022)

Fourier Disentangled Multimodal Prior Knowledge Fusion for Red Nucleus Segmentation in Brain MRI. - Guanghui Fu; Gabriel Jimenez 001; Sophie Loizillon; Rosana El Jurdi; Lydia Chougar; Didier Dormont; Romain Valabrègue; Ninon Burgos; Stéphane Lehéricy; Daniel Racoceanu; Olivier Colliot (CoRR, 2022)

How Precise are Performance Estimates for Typical Medical Image Segmentation Tasks? - Rosana El Jurdi; Olivier Colliot (ISBI, 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 (Image Processing, 2023)

Confidence intervals for performance estimates in 3D medical image segmentation. - Rosana El Jurdi; Gaël Varoquaux; Olivier Colliot (CoRR, 2023)

SMILE-UHURA Challenge - Small Vessel Segmentation at Mesoscopic Scale from Ultra-High Resolution 7T Magnetic Resonance Angiograms. - Soumick Chatterjee; Hendrik Mattern; Marc Dörner; Alessandro Sciarra; Florian Dubost; Hannes Schnurre; Rupali Khatun; Chun-Chih Yu; Tsung-Lin Hsieh; Yi-Shan Tsai; Yi-Zeng Fang; Yung-Ching Yang; et al. (CoRR, 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., 2024)

Confidence intervals for performance estimates in brain MRI segmentation. - Rosana El Jurdi; Gaël Varoquaux; Olivier Colliot (Medical Image Anal., 2025)