Sonia Dahdouh

According to our database, Sonia Dahdouh authored at least 11 papers between 2009 and 2024.

Collaborative distances:

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

2024

All You Need Is a Guiding Hand: Mitigating Shortcut Bias in Deep Learning Models for Medical Imaging.

Christopher Boland, Owen Anderson, Keith A. Goatman, John H. Hipwell, Sotirios A. Tsaftaris, Sonia Dahdouh

Proceedings of the Ethics and Fairness in Medical Imaging, 2024

2023

Can a single image processing algorithm work equally well across all phases of DCE-MRI.

Adam G. Tattersall, Keith A. Goatman, Lucy E. Kershaw, Scott I. K. Semple, Sonia Dahdouh

Proceedings of the Medical Imaging 2023: Image Processing, 2023

Improving Style Transfer in Dynamic Contrast Enhanced MRI Using a Spatio-Temporal Approach.

Adam G. Tattersall, Keith A. Goatman, Lucy E. Kershaw, Scott I. K. Semple, Sonia Dahdouh

Proceedings of the Simulation and Synthesis in Medical Imaging, 2023

2018

The challenge of cerebral magnetic resonance imaging in neonates: A new method using mathematical morphology for the segmentation of structures including diffuse excessive high signal intensities.

Yongchao Xu, Baptiste Morel, Sonia Dahdouh, Élodie Puybareau, Alessio Virzi, Hélène Urien, Thierry Géraud, Catherine Adamsbaum, Isabelle Bloch

Medical Image Anal., 2018

2016

Unsupervised fetal cortical surface parcellation.

Sonia Dahdouh, Catherine Limperopoulos

Proceedings of the Medical Imaging 2016: Image Processing, 2016

2015

Segmentation of embryonic and fetal 3D ultrasound images based on pixel intensity distributions and shape priors.

Sonia Dahdouh, Elsa D. Angelini, Gilles Grange, Isabelle Bloch

Medical Image Anal., 2015

Shape-based multi-region segmentation framework: application to 3D infants MRI data.

Sonia Dahdouh, Isabelle Bloch

Proceedings of the Medical Imaging 2015: Image Processing, 2015

2014

Denoising based on non local means for ultrasound images with simultaneous multiple noise distributions.

Denis H. P. Salvadeo, Isabelle Bloch, Florence Tupin, Nelson D. A. Mascarenhas, Alexandre L. M. Levada, Charles-Alban Deledalle, Sonia Dahdouh

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Segmentation of fetal envelope from 3D ultrasound images based on pixel intensity statistical distribution and shape priors.

Sonia Dahdouh, Antoine Serrurier, Gilles Grange, Elsa D. Angelini, Isabelle Bloch

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2011

Filtrage, segmentation et suivi d'images échographiques : applications cliniques. (Filtering, Segmentation and ultrasound images tracking. : clinical applications).

Sonia Dahdouh

PhD thesis, 2011

2009

Difference of Gaussians Type Neural Image Filtering with Spiking Neurons.

Sylvain Chevallier, Sonia Dahdouh

Proceedings of the IJCCI 2009, 2009