Rosana El Jurdi

15 papers B 1Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Confidence intervals for performance estimates in brain MRI segmentation.
Medical Image Anal.
Rosana El Jurdi, Gaël Varoquaux, Olivier Colliot
2024 J jnl
Fully residual Unet-based semantic segmentation of automotive fisheye images: a comparison of rectangular and deformable convolutions.
Multim. Tools Appl.
Rosana El Jurdi, Ahmed Rida Sekkat, Yohan Dupuis, Pascal Vasseur, Paul Honeine
2024 J jnl
SMILE-UHURA Challenge - Small Vessel Segmentation at Mesoscopic Scale from Ultra-High Resolution 7T Magnetic Resonance Angiograms.
CoRR
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, Juinn-Dar Huang, Marshall Xu, Siyu Liu, Fernanda L. Ribeiro, Saskia Bollmann, Karthikesh Varma Chintalapati, Chethan Radhakrishna, Sri Chandana Hudukula Ram Kumar, Raviteja Sutrave, Abdul Qayyum, Moona Mazher, Imran Razzak, Cristóbal Rodero, Steven Niederren, Fengming Lin, Yan Xia, Jiacheng Wang, Riyu Qiu, Liansheng Wang, Arya Yazdan Panah, Rosana El Jurdi, Guanghui Fu, Janan Arslan, Ghislain Vaillant, Romain Valabrègue, Didier Dormont, Bruno Stankoff, Olivier Colliot, Luisa Vargas, Isai Daniel Chacón, Ioannis Pitsiorlas, Pablo Arbeláez, Maria A. Zuluaga, Stefanie Schreiber, Oliver Speck, Andreas Nürnberger
2023 J jnl
Confidence intervals for performance estimates in 3D medical image segmentation.
CoRR
Rosana El Jurdi, Gaël Varoquaux, Olivier Colliot
2023 — conf
How Precise are Performance Estimates for Typical Medical Image Segmentation Tasks?
ISBI
Rosana El Jurdi, Olivier Colliot
2023 B conf
Introducing soft topology constraints in deep learning-based segmentation using projected pooling loss.
Image Processing
Guanghui Fu, Rosana El Jurdi, Lydia Chougar, Didier Dormont, Romain Valabrègue, Stéphane Lehéricy, Olivier Colliot
2022 J jnl
Effect of Prior-based Losses on Segmentation Performance: A Benchmark.
CoRR
Rosana El Jurdi, Caroline Petitjean, Veronika Cheplygina, Paul Honeine, Fahed Abdallah
2022 J jnl
Fourier Disentangled Multimodal Prior Knowledge Fusion for Red Nucleus Segmentation in Brain MRI.
CoRR
Guanghui Fu, Gabriel Jimenez, Sophie Loizillon, Rosana El Jurdi, Lydia Chougar, Didier Dormont, Romain Valabrègue, Ninon Burgos, Stéphane Lehéricy, Daniel Racoceanu, Olivier Colliot
2022 J jnl
How precise are performance estimates for typical medical image segmentation tasks?
CoRR
Rosana El Jurdi, Olivier Colliot
2021 — conf
A Surprisingly Effective Perimeter-based Loss for Medical Image Segmentation.
MIDL
Rosana El Jurdi, Caroline Petitjean, Paul Honeine, Veronika Cheplygina, Fahed Abdallah
2021 J jnl
High-level prior-based loss functions for medical image segmentation: A survey.
Comput. Vis. Image Underst.
Rosana El Jurdi, Caroline Petitjean, Paul Honeine, Veronika Cheplygina, Fahed Abdallah
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
2020 J jnl
BB-UNet: U-Net With Bounding Box Prior.
IEEE J. Sel. Top. Signal Process.
Rosana El Jurdi, Caroline Petitjean, Paul Honeine, Fahed Abdallah
2020 J jnl
High-level Prior-based Loss Functions for Medical Image Segmentation: A Survey.
CoRR
Rosana El Jurdi, Caroline Petitjean, Paul Honeine, Veronika Cheplygina, Fahed Abdallah
2020 — conf
Investigating CoordConv for Fully and Weakly Supervised Medical Image Segmentation.
IPTA
Rosana El Jurdi, Thomas Dargent, Caroline Petitjean, Paul Honeine, Fahed Abdallah