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Rosana El Jurdi
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Books and Theses
- 2021
- [b1]Rosana El Jurdi:
Prior-constrained Convolutional Neural Networks for Medical Image Segmentation. (Apprentissage profond avec contraintes a priori pour la segmentation d'images médicales). Normandy University, Caen, France, 2021
Journal Articles
- 2024
- [j3]Rosana El Jurdi
, Ahmed Rida Sekkat
, Yohan Dupuis, Pascal Vasseur, Paul Honeine:
Fully residual Unet-based semantic segmentation of automotive fisheye images: a comparison of rectangular and deformable convolutions. Multim. Tools Appl. 83(13): 40269-40291 (2024) - 2021
- [j2]Rosana El Jurdi
, Caroline Petitjean, Paul Honeine
, Veronika Cheplygina
, Fahed Abdallah
:
High-level prior-based loss functions for medical image segmentation: A survey. Comput. Vis. Image Underst. 210: 103248 (2021) - 2020
- [j1]Rosana El Jurdi
, Caroline Petitjean
, Paul Honeine
, Fahed Abdallah
:
BB-UNet: U-Net With Bounding Box Prior. IEEE J. Sel. Top. Signal Process. 14(6): 1189-1198 (2020)
Conference and Workshop Papers
- 2023
- [c4]Rosana El Jurdi, Olivier Colliot:
How Precise are Performance Estimates for Typical Medical Image Segmentation Tasks? ISBI 2023: 1-5 - [c3]Guanghui Fu, Rosana El Jurdi, Lydia Chougar, Didier Dormont, Romain Valabrègue, Stéphane Lehéricy, Olivier Colliot:
Introducing soft topology constraints in deep learning-based segmentation using projected pooling loss. Medical Imaging: Image Processing 2023 - 2021
- [c2]Rosana El Jurdi
, Caroline Petitjean, Paul Honeine, Veronika Cheplygina, Fahed Abdallah:
A Surprisingly Effective Perimeter-based Loss for Medical Image Segmentation. MIDL 2021: 158-167 - 2020
- [c1]Rosana El Jurdi
, Thomas Dargent, Caroline Petitjean, Paul Honeine
, Fahed Abdallah
:
Investigating CoordConv for Fully and Weakly Supervised Medical Image Segmentation. IPTA 2020: 1-5
Informal and Other Publications
- 2023
- [i5]Rosana El Jurdi, Gaël Varoquaux, Olivier Colliot:
Confidence intervals for performance estimates in 3D medical image segmentation. CoRR abs/2307.10926 (2023) - 2022
- [i4]Rosana El Jurdi, Caroline Petitjean, Veronika Cheplygina, Paul Honeine, Fahed Abdallah
:
Effect of Prior-based Losses on Segmentation Performance: A Benchmark. CoRR abs/2201.02428 (2022) - [i3]Rosana El Jurdi, Olivier Colliot
:
How precise are performance estimates for typical medical image segmentation tasks? CoRR abs/2210.14677 (2022) - [i2]Guanghui Fu, Gabriel Jimenez, Sophie Loizillon, Rosana El Jurdi, Lydia Chougar, Didier Dormont, Romain Valabrègue, Ninon Burgos, Stéphane Lehéricy, Daniel Racoceanu, Olivier Colliot
:
Fourier Disentangled Multimodal Prior Knowledge Fusion for Red Nucleus Segmentation in Brain MRI. CoRR abs/2211.01353 (2022) - 2020
- [i1]Rosana El Jurdi
, Caroline Petitjean, Paul Honeine, Veronika Cheplygina, Fahed Abdallah
:
High-level Prior-based Loss Functions for Medical Image Segmentation: A Survey. CoRR abs/2011.08018 (2020)
Coauthor Index
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