Rosana El Jurdi

Identifiants chercheurs

IdHAL :

rosana-el-jurdi

ORCID :

0000-0003-0509-9620

IdRef :

258367547

Publications

Article dans une revue (5)

Confidence intervals for performance estimates in brain MRI segmentation Rosana El Jurdi,Gaël Varoquaux,Olivier Colliot Medical Image Analysis, 2025, 103, pp.103565. ⟨10.1016/j.media.2025.103565⟩ Article dans une revue hal-04166803v2
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 Multimedia Tools and Applications, 2023, ⟨10.1007/s11042-023-16627-9⟩ Article dans une revue hal-04231805v1
High-level prior-based loss functions for medical image segmentation : a survey Rosana El Jurdi,Caroline Petitjean,Paul Honeine,Veronika Cheplygina,Fahed Abdallah Computer Vision and Image Understanding, 2021, 210, pp.103248. ⟨10.1016/j.cviu.2021.103248⟩ Article dans une revue hal-03410506v1
CoordConv-Unet: Investigating CoordConv for Organ Segmentation R. El Jurdi,C. Petitjean,Paul Honeine,Fahed Abdallah Innovation and Research in BioMedical engineering, 2021, ⟨10.1016/j.irbm.2021.03.002⟩ Article dans une revue hal-03410507v1
BB-UNet : U-Net with Bounding Box Prior Rosana El Jurdi,Caroline Petitjean,Paul Honeine,Fahed Abdallah IEEE Journal of Selected Topics in Signal Processing, 2020, 14 (6), pp.1189 - 1198. ⟨10.1109/JSTSP.2020.3001502⟩ Article dans une revue hal-02863197v1

Communication dans un congrès (4)

Border irregularity loss for automated segmentation of primary brain lymphomas on post-contrast MRI Rosana El Jurdi,Lucia Nichelli,Agusti Alentorn,Ghislain Vaillant,Guanghui Fuet al. SPIE Medical Imaging 2024, Feb 2024, San Diego, CA, United States Communication dans un congrès hal-04454942v1
A Surprisingly Effective Perimeter-based Loss for Medical Image Segmentation Rosana El Jurdi,Caroline Petitjean,Paul Honeine,Veronika Cheplygina,Fahed Abdallah Fourth conference on Medical Imaging with Deep Learning (MIDL), Jul 2021, Lübeck, Germany Communication dans un congrès hal-03410709v1
Investigating CoordConv for Fully and Weakly Supervised Medical Image Segmentation Rosana El Jurdi,Thomas Dargent,Caroline Petitjean,Paul Honeine,Fahed Abdallah 2020 Tenth International Conference on Image Processing Theory, Tools and Applications (IPTA), Nov 2020, Paris, France. pp.1-5, ⟨10.1109/IPTA50016.2020.9286633⟩ Communication dans un congrès hal-03088385v1
Organ Segmentation in CT Images With Weak Annotations: A Preliminary Study Rosana El Jurdi,Caroline Petitjean,Paul Honeine,Fahed Abdallah 27-ème Colloque GRETSI sur le Traitement du Signal et des Images, Aug 2019, Lille, France Communication dans un congrès hal-02183031v1

Pré-publication, Document de travail (1)

Scrolling 2D U-Net for the 3D segmentation of small vessels on 7T magnetic resonance angiography Arya Yazdan-Panah,Rosana El Jurdi,Guanghui Fu,Janan Arslan,Romain Valabregueet al. 2023 Pré-publication, Document de travail hal-04090356v1

Thèse (1)

Prior-constrained Convolutional Neural Networks for Medical Image Segmentation Rosana El Jurdi Medical Imaging. Normandie Université; Université Libanaise, 2021. English. ⟨NNT : 2021NORMR049⟩ Thèse tel-03422230v1