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ANR project: Code decision (reference) : ANR-17-CE23-0021

Robust Segmentation of Corpus Callosum in Multi-Scanner Pediatric T1-w MRI Using Transfer Learning

Giammarco La Barbera , Isabelle Bloch , Gonzalo Barraza , Catherine Adamsbaum , Pietro Gori
Organization for Human Brain Mapping, Jun 2019, Rome, Italy
Conference papers hal-02934231v1

Medical imaging and AI

Isabelle Bloch
Journées Francophones de Radiologie, 2019, Paris, France
Conference papers hal-02916155v1

The Minimum Edit Arborescence Problem and Its Use in Compressing Graph Collections

Lucas Gnecco , Nicolas Boria , Sébastien Bougleux , Florian Yger , David Blumenthal
International Conference on Similarity Search and Applications, Sep 2021, Dortmun, Germany. pp.337-351, ⟨10.1007/978-3-030-89657-7_25⟩
Conference papers hal-03777231v1
Image document

Automated brain MRI metrics in the EPIRMEX cohort of preterm newborns: Correlation with the neurodevelopmental outcome at 2 years

Baptiste Morel , Pierre Bertault , Géraldine Favrais , Elsa Tavernier , Barthelemy Tosello , et al.
Diagnostic and Interventional Imaging, 2021, 102 (4), pp.225-232. ⟨10.1016/j.diii.2020.10.009⟩
Journal articles hal-03324508v1

Template-Based Graph Clustering

M. Riva , F. Yger , P. Gori , R. Cesar , Isabelle Bloch
ECML-PKDD, Workshop on Graph Embedding and Mining (GEM), 2020, Ghent, Belgium
Conference papers hal-02916167v1

Automatic Segmentation of Posterior Fossa Structures in Pediatric Brain MRIs

Hugo Oliveira , Larissa Dias , Suely Ferraciolli , Marcelo Takahashi , José Maciel , et al.
Conference on Graphics, Patterns and Images (SIBGRAPI), Oct 2021, Gramado (virtual), Brazil
Conference papers hal-03325477v1

Modeling Imprecise and Bipolar Algebraic and Topological Relations using Morphological Dilations

Isabelle Bloch
Mathematical Morphology - Theory and Applications, 2021, 5 (1), pp.1-20. ⟨10.1515/mathm-2020-0107⟩
Journal articles hal-03324497v1

Robust Segmentation of Corpus Callosum in Multi-Scanner Pediatric T1-w MRI using Transfer Learning

Giammarco La Barbera , Isabelle Bloch , Gonzalo Barraza , Catherine Adamsbaum , Pietro Gori
Human Brain Mapping, 2019, Rome, Italy
Conference papers hal-02288082v1
Image document

IS THE U-NET DIRECTIONAL-RELATIONSHIP AWARE?

Mateus Riva , Pietro Gori , Florian Yger , Isabelle Bloch
International Conference on Image Processing, Oct 2022, Bordeaux, France
Conference papers hal-03715361v1

L'éthique en radiologie : quand, comment ? Premiers éléments

Vincent Israel-Jost , Paul-Loup Weil-Dubuc , Catherine Adamsbaum , Isabelle Bloch
Journal d'imagerie diagnostique et interventionnelle, 2021, 4, pp.238-240. ⟨10.1016/j.jidi.2021.07.004⟩
Journal articles hal-03923779v1

Graph Homomorphism Features: Why Not Sample?

Paul Beaujean , Florian Sikora , Florian Yger
Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2021, Bilbao, Spain. pp.216-222, ⟨10.1007/978-3-030-93736-2_17⟩
Conference papers hal-03583713v1

Éthique et intelligence artificielle en pédiatrie

Isabelle Bloch
Journées Francophones de Radiologie, Oct 2022, Paris, France
Conference papers hal-03923722v1

Le Réseau U-Net Exploite-t-il des Relations Directionnelles Entre Objets pour les Segmenter et les Reconnaître ?

Mateus Riva , Pietro Gori , Florian Yger , Isabelle Bloch
28e Colloque sur le Traitement du Signal et des Images (GRETSI), Sep 2022, Nancy, France
Conference papers hal-03923736v1