Francesca Galassi

13 papers B 1Journal 8Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep learning and multi-modal MRI for the segmentation of sub-acute and chronic stroke lesions. Pattern Recognit. Lett. Alessandro Di Matteo, Youwan Mahé, Stéphanie Leplaideur, Isabelle Bonan, Elise Bannier, Francesca Galassi
2025	J	`jnl`	A Context-Dependent CNN-Based Framework for Multiple Sclerosis Segmentation in MRI. Int. J. Neural Syst. Giuseppe Placidi, Luigi Cinque, Gian Luca Foresti, Francesca Galassi, Filippo Mignosi, Michele Nappi, Matteo Polsinelli
2025	J	`jnl`	Stroke Lesion Segmentation in Clinical Workflows: A Modular, Lightweight, and Deployment-Ready Tool. CoRR Yann Kerverdo, Florent Leray, Youwan Mahé, Stéphanie Leplaideur, Francesca Galassi
2025	J	`jnl`	Unsupervised Deep Generative Models for Anomaly Detection in Neuroimaging: A Systematic Scoping Review. CoRR Youwan Mahé, Elise Bannier, Stéphanie Leplaideur, Elisa Fromont, Francesca Galassi
2025	J	`jnl`	Unsupervised Detection of Post-Stroke Brain Abnormalities. CoRR Youwan Mahé, Elise Bannier, Stéphanie Leplaideur, Elisa Fromont, Francesca Galassi
2024	—	`conf`	Multi-Sequence Learning for Multiple Sclerosis Lesion Segmentation in Spinal Cord MRI. MICCAI (9) Ricky Walsh, Malo Gaubert, Cédric Meurée, Burhan Rashid Hussein, Anne Kerbrat, Romain Casey, Benoît Combès, Francesca Galassi
2023	—	`conf`	A Study on Loss Functions and Decision Thresholds for the Segmentation of Multiple Sclerosis Lesions on Spinal Cord MRI. ISBI Burhan Rashid Hussein, Cédric Meurée, Malo Gaubert, Arthur Masson, Anne Kerbrat, Benoît Combès, Francesca Galassi
2023	B	`conf`	Expert Variability and Deep Learning Performance in Spinal Cord Lesion Segmentation for Multiple Sclerosis Patients. CBMS Ricky Walsh, Cédric Meurée, Anne Kerbrat, Arthur Masson, Burhan Rashid Hussein, Malo Gaubert, Francesca Galassi, Benoît Combès
2020	J	`jnl`	Point-Cloud Method for Automated 3D Coronary Tree Reconstruction From Multiple Non-Simultaneous Angiographic Projections. IEEE Trans. Medical Imaging Abhirup Banerjee, Francesca Galassi, Ernesto Zacur, Giovanni Luigi De Maria, Robin Choudhury, Vicente Grau
2020	J	`jnl`	Unsupervised Domain Adaptation With Optimal Transport in Multi-Site Segmentation of Multiple Sclerosis Lesions From MRI Data. Frontiers Comput. Neurosci. Antoine Ackaouy, Nicolas Courty, Emmanuel Vallée, Olivier Commowick, Christian Barillot, Francesca Galassi
2019	J	`jnl`	Unsupervised and weakly supervised approaches for answer selection tasks with scarce annotations. Open Comput. Sci. Emmanuel Vallée, Delphine Charlet, Francesca Galassi, Gabriel Marzinotto, Fabrice Clérot, Frank Meyer
2018	—	`conf`	A Machine Learning Approach to Diffusion MRI Partial Volume Estimation. SASHIMI@MICCAI Emmanuel Vallée, Wenchuan Wu, Francesca Galassi, Saâd Jbabdi, Stephen M. Smith
2018	—	`conf`	Voxel-Wise Comparison with a-contrario Analysis for Automated Segmentation of Multiple Sclerosis Lesions from Multimodal MRI. BrainLes@MICCAI (1) Francesca Galassi, Olivier Commowick, Emmanuel Vallée, Christian Barillot