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Pietro Gori

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Tubular structures segmentation of pediatric abdominal-visceral ceCT images with renal tumors: assessment, comparison and improvement

Giammarco La Barbera , Laurence Rouet , Haithem Boussaid , Alexis Lubet , Rania Kassir
Medical Image Analysis, 2023
Journal articles hal-04222626v1

Real-time Virtual-Try-On from a Single Example Image through Deep Inverse Graphics and Learned Differentiable Renderers

Robin Kips , Ruowei Jiang , Sileye Ba , Brendan Duke , Matthieu Perrot
Computer Graphics Forum, 2022
Journal articles hal-03761414v1
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Clinica: an open source software platform for reproducible clinical neuroscience studies

Alexandre Routier , Ninon Burgos , Mauricio Diaz , Michael Bacci , Simona Bottani
Frontiers in Neuroinformatics, 2021, 15, pp.689675. ⟨10.3389/fninf.2021.689675⟩
Journal articles hal-02308126v4

Automated neurosurgical stereotactic planning for intraoperative use: a comprehensive review of the literature and perspectives

Marc Zanello , Romain Carron , Sophie Peeters , Pietro Gori , Alexandre Roux
Neurosurgical Review, 2021, 44, pp.867-888
Journal articles hal-02916156v1

Comprehensive review of 3D segmentation software tools for MRI usable for pelvic surgery planning

Alessio Virzi , Cécile Muller , Jean-Baptiste Marret , Eva Mille , Laureline Berteloot
Journal of Digital Imaging, 2019
Journal articles hal-02288066v1
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Integrating tractography in pelvic surgery: a proof of concept

Cécile Olivia Muller , Eva Mille , Alessio Virzi , Jean-Baptiste Marret , Quoc Peyrot
Journal of Pediatric Surgery Case Reports, 2019, 48, pp.101268. ⟨10.1016/j.epsc.2019.101268⟩
Journal articles hal-02341037v1

MRI Atlas of IDH Wild-Type Supratentorial Glioblastoma: Probabilistic Maps of Phenotype, Management, and Outcomes

Alexandre Roux , Pauline Roca , Myriam Edjlali , Kanako Sato , Marc Zanello
Radiology, 2019, pp.190491. ⟨10.1148/radiol.2019190491⟩
Journal articles hal-02341024v1
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Double diffeomorphism: combining morphometry and structural connectivity analysis

Pietro Gori , Olivier Colliot , Linda Marrakchi Kacem , Yulia Worbe , Alexandre Routier
IEEE Transactions on Medical Imaging, 2018, 37 (9), pp.2033-2043. ⟨10.1109/TMI.2018.2813062⟩
Journal articles hal-01709847v2
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A Bayesian Framework for Joint Morphometry of Surface and Curve meshes in Multi-Object Complexes

Pietro Gori , Olivier Colliot , Linda Marrakchi-Kacem , Yulia Worbe , Cyril Poupon
Medical Image Analysis, 2017, 35, pp.458-474. ⟨10.1016/j.media.2016.08.011⟩
Journal articles hal-01359423v1
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Parsimonious Approximation of Streamline Trajectories in White Matter Fiber Bundles

Pietro Gori , Olivier Colliot , Linda Marrakchi-Kacem , Yulia Worbe , Fabrizio de Vico Fallani
IEEE Transactions on Medical Imaging, 2016, PP (99), ⟨10.1109/TMI.2016.2591080⟩
Journal articles hal-01346067v1
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SPARSITY CONSTRAINED LINEAR TANGENT SPACE ALIGNMENT MODEL (LTSA) FOR 3D CARDIAC EXTRACELLULAR VOLUME MAPPING

Ismaël Mounime , Wonil Lee , Thibault Marin , Paul K. Han , Yanis Djebra
IEEE International Symposium on Biomedical Imaging (ISBI), May 2024, Athens, Greece
Conference papers hal-04479822v1
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Separating common from salient patterns with Contrastive Representation Learning

Robin Louiset , Edouard Duchesnay , Antoine Grigis , Pietro Gori
International Conference on Learning Representations (ICLR), May 2024, Vienna, Austria
Conference papers hal-04537203v1
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Double InfoGAN for Contrastive Analysis

Florence Carton , Robin Louiset , Pietro Gori
International Conference on Artificial Intelligence and Statistics (AISTATS), May 2024, Valencia, Spain
Conference papers hal-04422853v1
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Supervised diagnosis prediction from cortical sulci: toward the discovery of neurodevelopmental biomarkers in mental disorders

Pierre Auriau , Antoine Grigis , Benoit Dufumier , Robin Louiset , Joel Chavas
21st IEEE International Symposium on Biomedical Imaging (ISBI 2024), IEEE, May 2024, Athènes, Greece
Conference papers hal-04494994v1
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Non-Redundant Combination of Hand-Crafted and Deep Learning Radiomics: Application to the Early Detection of Pancreatic Cancer

Rebeca Vétil , Clément Abi Nader , Alexandre Bône , Marie-Pierre Vullierme , Marc-Michel Rohe
Cancer Prevention through early detecTion - CaPTion workshop @ MICCAI2023, Oct 2023, Vancouver, Canada
Conference papers hal-04185207v1
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Learning to diagnose cirrhosis from radiological and histological labels with joint self and weakly-supervised pretraining strategies

Emma Sarfati , Alexandre Bone , Marc-Michel Rohe , Pietro Gori , Isabelle Bloch
IEEE ISBI, Apr 2023, Cartagena de Indias, Colombia
Conference papers hal-03993204v1
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Integrating Prior Knowledge in Contrastive Learning with Kernel

Benoit Dufumier , Carlo Alberto Barbano , Robin Louiset , Edouard Duchesnay , Pietro Gori
40 th International Conference on Machine Learning, Jul 2023, Honolulu, United States
Conference papers hal-04111825v1
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Decoupled conditional contrastive learning with variable metadata for prostate lesion detection

Camille Ruppli , Pietro Gori , Roberto Ardon , Isabelle Bloch
MILLanD - MICCAI Workshop, Oct 2023, Vancouver, Canada
Conference papers hal-04183841v1
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Unbiased Supervised Contrastive Learning

Carlo Alberto Barbano , Benoit Dufumier , Enzo Tartaglione , Marco Grangetto , Pietro Gori
ICLR, May 2023, Kigali, Rwanda
Conference papers hal-03993128v1
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Apprendre à diagnostiquer la cirrhose à l'aide de méthodes de pré-entraînement faiblement et auto-supervisées

Emma Sarfati , Alexandre Bône , Marc-Michel Rohé , Pietro Gori , Isabelle Bloch
Journées Francophones de Radiologie, Oct 2023, Paris, France
Conference papers hal-04480765v1
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CONTRASTIVE LEARNING FOR REGRESSION IN MULTI-SITE BRAIN AGE PREDICTION

Carlo Alberto Barbano , Benoit Dufumier , Edouard Duchesnay , Marco Grangetto , Pietro Gori
IEEE ISBI (International Symposium on Biomedical Imaging ), Apr 2023, Cartagena de Indias, Colombia
Conference papers hal-03993158v1
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Weakly-supervised positional contrastive learning: application to cirrhosis classification

Emma Sarfati , Alexandre Bône , Marc-Michel Rohé , Pietro Gori , Isabelle Bloch
26th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2023,, Oct 2023, Vancouver, Canada
Conference papers hal-04157998v2
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Hair Color Digitization through Imaging and Deep Inverse Graphics

Robin Kips , Panagiotis-Alexandros Bokaris , Matthieu Perrot , Pietro Gori , Isabelle Bloch
Electronic Imaging (EI), Jan 2022, Virtual, France
Conference papers hal-03561209v1
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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
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Weighted Metamorphosis for registration of images with different topologies

Anton François , Matthis Maillard , Catherine Oppenheim , Johan Pallud , Isabelle Bloch
WBIR 2022: Biomedical Image Registration, Jul 2022, Munich, Germany. pp.8-17, ⟨10.1007/978-3-031-11203-4_2⟩
Conference papers hal-03971473v1
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Learning shape distributions from large databases of healthy organs: applications to zero-shot and few-shot abnormal pancreas detection

Rebeca Vétil , Clément Abi Nader , Alexandre Bône , Marie-Pierre Vullierme , Marc-Michel Rohé
Medical Image Computing and Computer Assisted Interventions, Sep 2022, Singapore, Singapore. pp.464-473, ⟨10.1007/978-3-031-16434-7_45⟩
Conference papers hal-03800705v1

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

Optimizing transformations for contrastive learning in a differentiable framework

Camille Ruppli , Pietro Gori , Roberto Ardon , Isabelle Bloch
Medical Image Learning with Limited & Noisy Data - MILLanD (Workshop MICCAI), Sep 2022, Singapore, Singapore
Conference papers hal-03761521v1
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A Deep Residual Learning Implementation of Metamorphosis

Matthis Maillard , Anton François , Joan Glaunès , Isabelle Bloch , Pietro Gori
IEEE ISBI 2022, Mar 2022, Kolkata, India
Conference papers hal-03552709v1
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Anatomically constrained CT image translation for heterogeneous blood vessel segmentation

Giammarco La Barbera , Haithem Boussaid , Francesco Maso , Sabine Sarnacki , Laurence Rouet
BMVC 2022 - The 33rd British Machine Vision Conference, Nov 2022, London, United Kingdom
Conference papers hal-03797472v1
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Improving The Automatic Segmentation Of Elongated Organs Using Geometrical Priors

Rebeca Vétil , Alexandre Bône , Marie-Pierre Vullierme , Marc-Michel Rohé , Pietro Gori
IEEE International Symposium on Biomedical Imaging (ISBI 2022 ), Mar 2022, Kolkata, India
Conference papers hal-03628860v1
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Contrastive Learning with Continuous Proxy Meta-Data for 3D MRI Classification

Benoit Dufumier , Pietro Gori , Julie Victor , Antoine Grigis , Michel Wessa
MICCAI, Sep 2021, Strasbourg (virtuel), France
Conference papers hal-03262256v1
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Metamorphic image registration using a semi-Lagrangian scheme

Anton François , Pietro Gori , Joan Glaunès
GSI2021 - Geometric Science of Information, Jul 2021, Paris, France
Conference papers hal-03225754v1
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UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised Learning

Robin Louiset , Pietro Gori , Benoit Dufumier , Josselin Houenou , Antoine Grigis
ECML/PKDD, Sep 2021, Bilbao, Spain
Conference papers hal-03277176v1
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Conditional Alignment and Uniformity for Contrastive Learning with Continuous Proxy Labels

Benoit Dufumier , Pietro Gori , Julie Victor , Antoine Grigis , Edouard Duchesnay
Med-NeurIPS - Workshop NeurIPS, Dec 2021, Vancouver, Canada
Conference papers hal-03523114v1
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Automatic size and pose homogenization with Spatial Transformer Network to improve and accelerate pediatric segmentation

Giammarco La Barbera , Pietro Gori , Haithem Boussaid , Bruno Belucci , Alessandro Delmonte
ISBI 2021 - IEEE International Symposium on Biomedical Imaging, Apr 2021, Nice, France. pp.1773-1776, ⟨10.1109/ISBI48211.2021.9434090⟩
Conference papers hal-03131980v1
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Deep Graphics Encoder for Real-Time Video Makeup Synthesis from Example

Robin Kips , Ruowei Jiang , Sileye Ba , Edmund Phung , Parham Aarabi
CVPR Workshop Computer Vision for Fashion Art and Design, Jun 2021, Nashville (Virtual), United States
Conference papers hal-03261346v1
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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
MICCAI, Oct 2020, Lima, Peru. pp.772-781
Conference papers hal-02899529v1

Nervous System Exploration Using Tractography To Enhance Pelvic Surgery

Cécile Muller , Alessandro Delmonte , Pierre Meignan , Quoc Peyrot , Alessio Virzi
Surgetica, 2019, Rennes, France
Conference papers hal-02288083v1

QFib: Fast and Accurate Compression of White Matter Tractograms

Sylvain Rousseau , Corentin Mercier , Pietro Gori , Isabelle Bloch , Tamy Boubekeur
Human Brain Mapping, 2019, Rome, Italy
Conference papers hal-02288567v1
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Fast and Scalable Optimal Transport for Brain Tractograms

Jean Feydy , Pierre Roussillon , Alain Trouvé , Pietro Gori
MICCAI 2019, Oct 2019, Shenzhen, China. ⟨10.1007/978-3-030-32248-9_71⟩
Conference papers hal-02264177v1

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
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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
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White matter multi-resolution segmentation using fuzzy set theory

Alessandro Delmonte , Corentin Mercier , Johan Pallud , Isabelle Bloch , Pietro Gori
ISBI 2019 - IEEE International Symposium on Biomedical Imaging, Apr 2019, Venice, Italy
Conference papers hal-01983010v2

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

Segmentation of pelvic vessels in pediatric MRI using a patch based learning approach

Alessio Virzi , Pietro Gori , Cécile Muller , Eva Mille , Quoc Peyrot
Journées Francophones de Radiologique Diagnostique et Interventionnelle (JFR), 2018, Paris, France. pp.617
Conference papers hal-02287947v1

3D patient specific models from MRI segmentation and tractography to enhance surgery planning of pelvic tumors and malformations

Cécile Muller , Alessio Virzi , Jean-Baptiste Marret , Eva Mille , Laureline Berteloot
19th European Congress of Pediatric Surgery, Jun 2018, Paris, France
Conference papers hal-02287840v1

Analysis of the sacral plexus anatomy using diffusion tensor MRI based neurotractography, according to spinal dysraphism, sacral anomaly and type of anorectal malformation

Cécile Muller , Alessio Virzi , Jean-Baptiste Marret , Eva Mille , C Cretolle
19th European Congress of Pediatric Surgery, Jun 2018, Paris, France
Conference papers hal-02287843v1

Appraisal of sacral nerve injury by pelvic neurotractography after robotic surgery for a sacral neurofibroma in a 12 years old girl

Eva Mille , Cécile Muller , Alessio Virzi , Pietro Gori , Jean-Baptiste Marret
19th European Congress of Pediatric Surgery, Jun 2018, Paris, France
Conference papers hal-02287841v1

Segmentation automatique des ovaires et des follicules en IRM pour le calcul de la volumétrie ovarienne et le comptage folliculaire

Maxime Fondin , Pietro Gori , Catherine Adamsbaum , Isabelle Bloch
Journées Francophones de Radiologique Diagnostique et Interventionnelle (JFR), Oct 2018, Paris, France. pp.952
Conference papers hal-02412367v1
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Progressive and Efficient Multi-Resolution Representations for Brain Tractograms

Corentin Mercier , Pietro Gori , D. Rohmer , Marie-Paule Cani , T Boubekeur
Eurographics Workshop on Visual Computing for Biology and Medicine (EG VCBM), Sep 2018, Granada, Spain
Conference papers hal-01865128v1
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Clinica: an open source software platform for reproducible clinical neuroscience studies

Alexandre Routier , Jérémy Guillon , Ninon Burgos , Jorge Samper-Gonzalez , Junhao Wen
Annual meeting of the Organization for Human Brain Mapping - OHBM 2018, Jun 2018, Singapore, Singapore
Conference papers hal-01760658v1
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Segmentation of White Matter Tractograms Using Fuzzy Spatial Relations

Alessandro Delmonte , Isabelle Bloch , Dominique Hasboun , Corentin Mercier , Johan Pallud
Organization for Human Brain Mapping, Jun 2018, Singapore, Singapore
Conference papers hal-01744267v1

Segmentation of pelvic vessels in pediatric MRI using a patch-based deep learning approach

Alessio Virzi , Pietro Gori , Cécile Muller , Eva Mille , Quoc Peyrot
PIPPI MICCAI Workshop, 2018, Granada, Spain. pp.97-106
Conference papers hal-02287946v1
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White Matter Fiber Segmentation Using Functional Varifolds

Kuldeep Kumar , Pietro Gori , Benjamin Charlier , Stanley Durrleman , Olivier Colliot
MFCA 2017 - 6th MICCAI workshop on Mathematical Foundations of Computational Anatomy, Sep 2017, Québec, Canada. pp.92-100
Conference papers hal-01589649v1

Towards building 3D individual models from MRI segmentation and tractography to enhance surgical planning for pediatric pelvic tumors and malformations

Cécile Muller , Alessio Virzi , Jean-Baptiste Marret , Eva Mille , Laureline Berteloot
Surgetica 2017, 2017, Strasbourg, France. pp.113-115
Conference papers hal-02287613v1
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Comparison of distances for supervised segmentation of white matter tractography

Emanuele Olivetti , Giulia Bertò , Pietro Gori , Nusrat Sharmin , Paolo Avesani
Pattern Recognition in Neuroimaging (PRNI), Jun 2017, Toronto, Canada. ⟨10.1109/PRNI.2017.7981502⟩
Conference papers hal-01576573v1
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Joint Morphometry of Fiber Tracts and Gray Matter structures using Double Diffeomorphisms

Pietro Gori , Olivier Colliot , Linda Marrakchi-Kacem , Yulia Worbe , Alexandre Routier
IPMI - Information Processing in Medical Imaging, Jun 2015, Isle of Skye, United Kingdom. pp.275-287, ⟨10.1007/978-3-319-19992-4_21⟩
Conference papers hal-01142628v1
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Unified analysis of shape and structural connectivity of neural pathways

Pietro Gori , Olivier Colliot , Linda Marrakchi-Kacem , Yulia Worbe , Alexandre Routier
Organisation for Human Brain Mapping, 2015, Honolulu, United States
Conference papers hal-01187461v1
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A Prototype Representation to Approximate White Matter Bundles with Weighted Currents

Pietro Gori , Olivier Colliot , Linda Marrakchi-Kacem , Yulia Worbe , Fabrizio de Vico Fallani
MICCAI 2014 - 17th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2014, Boston, United States
Conference papers hal-01010702v1
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Evaluation of morphometric descriptors of deep brain structures for the automatic classification of patients with Alzheimer’s disease, mild cognitive impairment and elderly controls

Alexandre Routier , Pietro Gori , Ana B. Graciano Fouquier , Sophie Lecomte , Olivier Colliot
MICCAI Workshop, Sep 2014, Cambridge, United States. pp.8
Conference papers hal-01099081v1
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Towards joint morphometry of white matter tracts and gray matter surfaces

Pietro Gori , Olivier Colliot , Yulia Worbe , Linda Marrakchi-Kacem , Sophie Lecomte
Human Brain Mapping, 2013, Seattle, United States
Conference papers hal-00816138v1
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Bayesian Atlas Estimation for the Variability Analysis of Shape Complexes

Pietro Gori , Olivier Colliot , Yulia Worbe , Linda Marrakchi-Kacem , Sophie Lecomte
MICCAI 2013 : Medical Image Computing and Computer Assisted Intervention, Sep 2013, Nagoya, Japan. pp.267-274, ⟨10.1007/978-3-642-40811-3_34⟩
Conference papers hal-01188791v1