Voxel-Wise Comparison with a-contrario Analysis for Automated Segmentation of Multiple Sclerosis Lesions from Multimodal MRI. - Francesca Galassi; Olivier Commowick; Emmanuel Vallée; Christian Barillot (BrainLes@MICCAI (1), 2018)

A Machine Learning Approach to Diffusion MRI Partial Volume Estimation. - Emmanuel Vallée; Wenchuan Wu; Francesca Galassi; Saâd Jbabdi; Stephen M. Smith 001 (SASHIMI@MICCAI, 2018)

Unsupervised and weakly supervised approaches for answer selection tasks with scarce annotations. - Emmanuel Vallée; Delphine Charlet; Francesca Galassi; Gabriel Marzinotto; Fabrice Clérot; Frank Meyer (Open Comput. Sci., 2019)

Unsupervised Domain Adaptation With Optimal Transport in Multi-Site Segmentation of Multiple Sclerosis Lesions From MRI Data. - Antoine Ackaouy; Nicolas Courty; Emmanuel Vallée; Olivier Commowick; Christian Barillot; Francesca Galassi (Frontiers Comput. Neurosci., 2020)

Point-Cloud Method for Automated 3D Coronary Tree Reconstruction From Multiple Non-Simultaneous Angiographic Projections. - Abhirup Banerjee; Francesca Galassi; Ernesto Zacur; Giovanni Luigi De Maria; Robin Choudhury; Vicente Grau (IEEE Trans. Medical Imaging, 2020)

Expert Variability and Deep Learning Performance in Spinal Cord Lesion Segmentation for Multiple Sclerosis Patients. - Ricky Walsh; Cédric Meurée; Anne Kerbrat; Arthur Masson; Burhan Rashid Hussein; Malo Gaubert; Francesca Galassi; Benoît Combès (CBMS, 2023)

A Study on Loss Functions and Decision Thresholds for the Segmentation of Multiple Sclerosis Lesions on Spinal Cord MRI. - Burhan Rashid Hussein; Cédric Meurée; Malo Gaubert; Arthur Masson; Anne Kerbrat; Benoît Combès; Francesca Galassi (ISBI, 2023)

Multi-Sequence Learning for Multiple Sclerosis Lesion Segmentation in Spinal Cord MRI. - Ricky Walsh; Malo Gaubert; Cédric Meurée; Burhan Rashid Hussein; Anne Kerbrat; Romain Casey; Benoît Combès; Francesca Galassi (MICCAI (9), 2024)

A Context-Dependent CNN-Based Framework for Multiple Sclerosis Segmentation in MRI. - Giuseppe Placidi; Luigi Cinque; Gian Luca Foresti; Francesca Galassi; Filippo Mignosi; Michele Nappi; Matteo Polsinelli (Int. J. Neural Syst., 2025)