Difference of Gaussians Type Neural Image Filtering with Spiking Neurons. - Sylvain Chevallier; Sonia Dahdouh (IJCCI, 2009)

Filtrage, segmentation et suivi d'images échographiques : applications cliniques. (Filtering, Segmentation and ultrasound images tracking. : clinical applications). - Sonia Dahdouh (2011)

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 (ISBI, 2013)

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 (ICIP, 2014)

Shape-based multi-region segmentation framework: application to 3D infants MRI data. - Sonia Dahdouh; Isabelle Bloch (Image Processing, 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)

Unsupervised fetal cortical surface parcellation. - Sonia Dahdouh; Catherine Limperopoulos (Image Processing, 2016)

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)

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 (SASHIMI@MICCAI, 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 (Image Processing, 2023)

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 (FAIMI/EPIMI@MICCAI, 2024)

There Are No Shortcuts to Anywhere Worth Going: Identifying Shortcuts in Deep Learning Models for Medical Image Analysis. - Christopher Boland; Keith A. Goatman; Sotirios A. Tsaftaris; Sonia Dahdouh (MIDL, 2024)

Conformal Coronary Calcification Volume Estimation with Conditional Coverage via Histogram Clustering. - Olivier Jaubert; Salman Mohammadi; Keith A. Goatman; Shadia Mikhael; Conor Bradley; Rebecca Hughes; Richard Good; John H. Hipwell; Sonia Dahdouh (ISBI, 2025)