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Knowledge distillation from multi-modal to mono-modal segmentation networks

Minhao Hu , Matthis Maillard , Ya Zhang , Tommaso Ciceri , Giammarco La Barbera et al.
MICCAI, Oct 2020, Lima, Peru. pp.772-781
Conference papers hal-02899529v1

Dual-rotation C-arm cone-beam computed tomography to increase low-contrast detection

Aymeric Reshef , Cyril Riddell , Yves Trousset , Saïd Ladjal , Isabelle Bloch et al.
Medical Physics, 2017, Advances and trends in image formation in X-ray CT, 44 (9), pp.e164-e173. ⟨10.1002/mp.12247⟩
Journal articles hal-01587006v1
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Divergent-beam backprojection-filtration formula with applications to region-of-interest imaging

Aymeric Reshef , Cyril Riddell , Yves Trousset , Saïd Ladjal , Isabelle Bloch et al.
The Fifth International Conference on Image Formation in X-Ray Computed Tomography, Jun 2018, Salt Lake City, United States
Conference papers hal-01807404v1

Motion correction for PET data using subspace-based real-time MR imaging in simultaneous PET/MR

Thibault Marin , Y. Djebra , P. Han , Y. Chemli , Isabelle Bloch et al.
Physics in Medicine and Biology, 2020, 65
Journal articles hal-02927641v1

Etude exploratoire du réseau nerveux pelvien par tractographie

C. Muller , A. Delmonte , P. Meignan , Q. Peyrot , A. Virzi et al.
76e Congrès de Chirurgie Pédiatrique, 2019, Strasbourg, France
Conference papers hal-02353060v1

Individualized Calculation of Tissue Imparted Energy in Breast Tomosynthesis

N. Geeraert , Rémy Klausz , S. Muller , Isabelle Bloch , H. Bosmans et al.
RADIATION PROTECTION DOSIMETRY, 2016, 169 (1-4), pp.267-273
Journal articles hal-02287314v1
Image document

A flexible patch based approach for combined denoising and contrast enhancement of digital X-ray images

Paolo Irrera , Isabelle Bloch , Maurice Delplanque
Medical Image Analysis, 2016, ⟨10.1016/⟩
Journal articles hal-01270233v1

Brain MRI Segmentation using Fully Convolutional Network and Transfer Learning

Yongchao Xu , Thierry Géraud , Elodie Puybareau , Isabelle Bloch
ISEG MICCAI Workshop, 2017, Québec, Canada
Conference papers hal-02287619v1

Segmentation des hyper-intensités de la matière blanche en quelques secondes à l'aide d'un réseau de neurones convolutif et de transfert d'apprentissage

Elodie Puybareau , Yongchao Xu , Joseph Chazalon , Isabelle Bloch , Thierry Géraud et al.
Reconnaissance des Formes, Image, Apprentissage et Perception, Jun 2018, Marne-la-Vallée, France
Conference papers hal-02287925v1

A new method based on template registration and deformable models for pelvic bones semi-automatic segmentation in pediatric MRI

Alessio Virzi , Jean-Baptiste Marret , Cécile Muller , Laureline Berteloot , Nathalie Boddaert et al.
IEEE International Symposium on Biomedical Imaging, 2017, Melbourne, Australia. pp.323-326
Conference papers hal-02287533v1

Modèles symboliques pour la reconnaissance de structures dans des images médicales

Isabelle Bloch
IDs'16, Extraction, modélisation, gestion de connaissances dans le domaine de la santé et du risque, Nov 2016, Alès, France
Conference papers hal-02287495v1
Image document

QFib: Fast and Efficient Brain Tractogram Compression

Corentin Mercier , S. Rousseau , P. Gori , Isabelle Bloch , T. Boubekeur et al.
Neuroinformatics, 2020, 18, pp.627-640
Journal articles hal-02454772v1

Integrating tractography in pelvic surgery: a proof of concept

Cécile Muller , Eva Mille , Alessio Virzi , Jean-Baptiste Marret , Quoc Peyrot et al.
Journal of Pediatric Surgery Case Reports, 2019, 48
Journal articles hal-02288079v1
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Decoding perceptual thresholds from MEG/EEG

Yousra Bekhti , Nicolas Zilber , Fabian Pedregosa , Philippe Ciuciu , Virginie van Wassenhove et al.
Pattern Recoginition in Neuroimaging (PRNI) (2014), Jun 2014, Tubingen, Germany. p00
Conference papers hal-01032909v1

A hierarchical Bayesian perspective on majorization-minimization for non-convex sparse regression: application to M/EEG source imaging

Yousra Bekhti , Felix Lucka , Joseph Salmon , Alexandre Gramfort
Inverse Problems, 2018, 34 (8), pp.085010
Journal articles hal-01970744v1

Phase retrieval with sparsity priors and application to microscopy video reconstruction

Yoann Le Montagner , Elsa D. Angelini , J.-C. Olivo-Marin
IEEE International Symposium on Biomedical Imaging (ISBI), Apr 2013, San Francisco, CA, United States
Conference papers hal-02288348v1

Locally Weighted Total Variation Denoising for PSF modeling Artifact Suppression in PET Reconstruction

Arthur Mikhno , Elsa D. Angelini , A. F. Laine
IEEE International Symposium on Biomedical Imaging, Apr 2014, Beijing, China. pp.971-974
Conference papers hal-02286834v1
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Learning anatomical digital twins in pediatric 3D imaging for renal cancer surgery

Giammarco La Barbera
Artificial Intelligence [cs.AI]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAT040⟩
Theses tel-03911159v1

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 et al.
Human Brain Mapping, 2019, Rome, Italy
Conference papers hal-02288082v1
Image document

Contrastive Learning with Continuous Proxy Meta-Data for 3D MRI Classification

Benoit Dufumier , Pietro Gori , Julie Victor , Antoine Grigis , Michel Wessa et al.
MICCAI, Sep 2021, Strasbourg (virtuel), France
Conference papers hal-03262256v1

Fidelity metrics between curves and surfaces: currents, varifolds, and normal cycles

Nicolas Charon , Benjamin Charlier , Joan Glaunès , Pietro Gori , Pierre Roussillon et al.
Riemannian Geometric Statistics in Medical Image Analysis, Elsevier, pp.441-477, 2020, ⟨10.1016/B978-0-12-814725-2.00021-2⟩
Book sections hal-02341029v1

Structural information and (hyper)graph matching for MRI piglet brain extraction

Alexandre Durandeau , Jean-Baptiste Fasquel , Isabelle Bloch , Edouard Mazerand , Philippe Menei et al.
10th International Conference on Pattern Recognition Systems (ICPRS), 2019, Tours, France. pp.76-81
Conference papers hal-02288061v1
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Appariement difféomorphique robuste de faisceaux neuronaux

Pierre Roussillon , Jean-Marc Thiery , Isabelle Bloch , Pietro Gori
GRETSI 2019, Aug 2019, Lille, France
Conference papers hal-02264180v1
Image document

The iterative reweighted Mixed-Norm Estimate for spatio-temporal MEG/EEG source reconstruction

Daniel Strohmeier , Yousra Bekhti , Jens Haueisen , Alexandre Gramfort
IEEE Transactions on Medical Imaging, 2016, ⟨10.1109/TMI.2016.2553445⟩
Journal articles hal-01079530v2
Image document

3D brain tumor segmentation in MRI using fuzzy classification, symmetry analysis and spatially constrained deformable models

Hassan Khotanlou , Olivier Colliot , Jamal Atif , Isabelle Bloch
Fuzzy Sets and Systems, 2009, 160 (10), ⟨10.1016/j.fss.2008.11.016⟩
Journal articles hal-01251278v1
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Using anatomical knowledge expressed as fuzzy constraints to segment the heart in CT images

A. Moreno , C.M. Takemura , Olivier Colliot , O. Camara , Isabelle Bloch et al.
Pattern Recognition, 2008, 41 (8), ⟨10.1016/j.patcog.2008.01.020⟩
Journal articles hal-01251275v1

Segmentation des images OCT de la rétine pour l'étude quantitative de la variabilité de la morphologie rétinienne

Florence Rossant , Itebeddine Ghorbel , Isabelle Bloch , Sarah Tick , Michel Paques et al.
GRETSI 2009, Sep 2009, Dijon, France. pp.GRETSI 2009
Conference papers hal-00683527v1
Image document

Automatic Knee Meniscus Tear Detection and Orientation Classification with Mask-RCNN

Vincent Couteaux , S. Si-Mohamed , O. Nempont , T. Lefevre , A. Popoff et al.
Diagnostic and Interventional Imaging, 2019, 100, pp.235-242
Journal articles hal-02288060v1
Image document


Iyed Trimeche , Florence Rossant , Isabelle Bloch , Michel Pâques
International Conference on Image Processing, Sep 2019, TAIPEI, Taiwan. ⟨10.1109/ICIP.2019.8803076⟩
Conference papers hal-02559281v1

White matter hyperintensities segmentation in a few seconds using fully convolutional network and transfer learning

Yongchao Xu , Thierry Géraud , Elodie Puybareau , Isabelle Bloch , Joseph Chazalon et al.
BrainLes MICCAI Workshop and WMH Challenge, 2017, Québec, Canada
Conference papers hal-02287735v1