Deep Learning in Medical Imaging: What's Needed for Training Data?
Francesca Galassi
École thématique. France. 2023
Cours
hal-04233355v1
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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
,
et al.
CBMS 2023 - 36th IEEE International Symposium on Computer-Based Medical Systems (CBMS) , Jun 2023, L'Aquila, Italy. pp.1-8,
⟨10.1109/CBMS58004.2023.00263⟩
Communication dans un congrès
hal-04090598v1
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Réduire les émissions GES de nos déplacements professionnels : Une Démarche collaborative à l'IRISA/Inria
Elise Bannier
,
Simon Castellan
,
Steven Derrien
,
Francesca Galassi
,
Laurent Garnier
,
et al.
Groupe de travail « missions » IRISA / Centre Inria de l’Université de Rennes. 2024
Rapport
hal-04506138v1
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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
,
et al.
20th IEEE International Symposium on Biomedical Imaging (ISBI 2023) , Apr 2023, Cartagena (Colombia), Colombia
Communication dans un congrès
hal-03865212v3
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Voxel-wise Comparison with a-contrario Analysis for Automated Segmentation of Multiple Sclerosis Lesions from Multimodal MRI
Francesca Galassi
,
Olivier Commowick
,
Emmanuel Vallee
,
Christian Barillot
Communication dans un congrès
inserm-01888928v1
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A Clinically-Compatible Workflow for Computer-Aided Assessment of Brain Disease Activity in Multiple Sclerosis Patients
Benoît Combès
,
Anne Kerbrat
,
Guillaume Pasquier
,
Olivier Commowick
,
Brandon Le Bon
,
et al.
Article dans une revue
hal-03466664v1
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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
,
et al.
Article dans une revue
hal-02317028v2
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Deep learning for multi-site ms lesions segmentation: two-step intensity standardization and generalized loss function
Francesca Galassi
,
Solène Tarride
,
Emmanuel Vallée
,
Olivier Commowick
,
Christian Barillot
ISBI 2019 - 16th IEEE International Symposium on Biomedical Imaging , Apr 2019, Venice, Italy. pp.1
Communication dans un congrès
hal-02052250v1
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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
,
et al.
IABM 2023 - Colloque Français d'Intelligence Artificielle en Imagerie Biomédicale , Mar 2023, Paris, France
Poster de conférence
hal-04092786v1
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Integration of Probabilistic Atlas and Graph Cuts for Automated Segmentation of Multiple Sclerosis lesions
Francesca Galassi
,
Olivier Commowick
,
Christian Barillot
International Society for Magnetic Resonance in Medicine (ISMRM 2018) , Jun 2018, Paris, France. pp.1-6
Communication dans un congrès
hal-01823801v1
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