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GUIDING THE CLASSIFICATION OF HEPATOCELLULAR CARCINOMA ON 3D CT-SCANS USING DEEP AND HANDCRAFTED RADIOLOGICAL FEATURES
Emma Sarfati
,
Alexandre Bône
,
Marc-Michel Rohé
,
Christophe Aubé
,
Maxime Ronot
et al.
IEEE ISBI 2025 : 2025 IEEE International Symposium on Biomedical Imaging, Apr 2025, Houston, United States
Communication dans un congrès
hal-04886299
v1
|
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Towards a foundation model for cortical folding
Julien Laval
,
Joël Chavas
,
Vanessa Troiani
,
William Snyder
,
Marisa Patti
et al.
Machine Learning in Clinical Neuroimaging (MLCN) Workshop - MICCAI (2024), Oct 2024, Marrakesh, Morocco
Communication dans un congrès
hal-04675425
v1
|
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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
et al.
21st IEEE International Symposium on Biomedical Imaging (ISBI 2024), IEEE, May 2024, Athènes, Greece
Communication dans un congrès
hal-04494994
v1
|
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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
Communication dans un congrès
hal-04422853
v1
|
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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
et al.
IEEE International Symposium on Biomedical Imaging (ISBI), May 2024, Athens, Greece
Communication dans un congrès
hal-04479822
v1
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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
Communication dans un congrès
hal-04537203
v1
|
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SepVAE: a contrastive VAE to separate pathological patterns from healthy ones
Robin Louiset
,
Edouard Duchesnay
,
A Grigis
,
Benoit Dufumier
,
Pietro Gori
Communication dans un congrès
hal-04626620
v1
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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
Communication dans un congrès
hal-04183841
v1
|
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Unbiased Supervised Contrastive Learning
Carlo Alberto Barbano
,
Benoit Dufumier
,
Enzo Tartaglione
,
Marco Grangetto
,
Pietro Gori
ICLR, May 2023, Kigali, Rwanda
Communication dans un congrès
hal-03993128
v1
|
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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
Communication dans un congrès
hal-03993158
v1
|
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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
Communication dans un congrès
hal-04480765
v1
|
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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
et al.
Cancer Prevention through early detecTion - CaPTion workshop @ MICCAI2023, Oct 2023, Vancouver, Canada
Communication dans un congrès
hal-04185207
v1
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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 Rohé
et al.
Communication dans un congrès
hal-04185854
v1
|
|
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
Communication dans un congrès
hal-03993204
v1
|
|
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
Communication dans un congrès
hal-04157998
v2
|
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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
Communication dans un congrès
hal-04111825
v1
|
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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
et al.
Communication dans un congrès
hal-03800705
v1
|
|
Weighted Metamorphosis for registration of images with different topologies
Anton François
,
Matthis Maillard
,
Catherine Oppenheim
,
Johan Pallud
,
Isabelle Bloch
et al.
Communication dans un congrès
hal-03971473
v1
|
|
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
Communication dans un congrès
hal-03923736
v1
|
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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
Communication dans un congrès
hal-03761521
v1
|
|
A Deep Residual Learning Implementation of Metamorphosis
Matthis Maillard
,
Anton François
,
Joan Glaunès
,
Isabelle Bloch
,
Pietro Gori
IEEE ISBI 2022, Mar 2022, Kolkata, India
Communication dans un congrès
hal-03552709
v1
|
|
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
Communication dans un congrès
hal-03561209
v1
|
|
IS THE U-NET DIRECTIONAL-RELATIONSHIP AWARE?
Mateus Riva
,
Pietro Gori
,
Florian Yger
,
Isabelle Bloch
International Conference on Image Processing, Oct 2022, Bordeaux, France
Communication dans un congrès
hal-03715361
v1
|
|
Improving The Automatic Segmentation Of Elongated Organs Using Geometrical Priors
Rebeca Vétil
,
Alexandre Bône
,
Marie-Pierre Vullierme
,
Marc-Michel Rohé
,
Pietro Gori
et al.
IEEE International Symposium on Biomedical Imaging (ISBI 2022 ), Mar 2022, Kolkata, India
Communication dans un congrès
hal-03628860
v1
|
|
Anatomically constrained CT image translation for heterogeneous blood vessel segmentation
Giammarco La Barbera
,
Haithem Boussaid
,
Francesco Maso
,
Sabine Sarnacki
,
Laurence Rouet
et al.
BMVC 2022 - The 33rd British Machine Vision Conference, Nov 2022, London, United Kingdom
Communication dans un congrès
hal-03797472
v1
|
|
Metamorphic image registration using a semi-Lagrangian scheme
Anton François
,
Pietro Gori
,
Joan Glaunès
Communication dans un congrès
hal-03225754
v1
|
|
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
Communication dans un congrès
hal-03523114
v1
|
|
UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised Learning
Robin Louiset
,
Pietro Gori
,
Benoit Dufumier
,
Josselin Houenou
,
Antoine Grigis
et al.
ECML/PKDD, Sep 2021, Bilbao, Spain
Communication dans un congrès
hal-03277176
v1
|
|
Deep Graphics Encoder for Real-Time Video Makeup Synthesis from Example
Robin Kips
,
Ruowei Jiang
,
Sileye Ba
,
Edmund Phung
,
Parham Aarabi
et al.
CVPR Workshop Computer Vision for Fashion Art and Design, Jun 2021, Nashville (Virtual), United States
Communication dans un congrès
hal-03261346
v1
|
|
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
et al.
Communication dans un congrès
hal-03131980
v1
|
|
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
Communication dans un congrès
hal-03262256
v1
|
|
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
Communication dans un congrès
hal-02899529
v1
|
|
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
Communication dans un congrès
hal-01983010
v2
|
|
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
Communication dans un congrès
hal-02934231
v1
|
|
Nervous System Exploration Using Tractography To Enhance Pelvic Surgery
Cécile Muller
,
Alessandro Delmonte
,
Pierre Meignan
,
Quoc Peyrot
,
Alessio Virzi
et al.
Surgetica, 2019, Rennes, France
Communication dans un congrès
hal-02288083
v1
|
|
Fast and Scalable Optimal Transport for Brain Tractograms
Jean Feydy
,
Pierre Roussillon
,
Alain Trouvé
,
Pietro Gori
Communication dans un congrès
hal-02264177
v1
|
|
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
Communication dans un congrès
hal-02288567
v1
|
|
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
Communication dans un congrès
hal-02288082
v1
|
|
Appariement difféomorphique robuste de faisceaux neuronaux
Pierre Roussillon
,
Jean-Marc Thiery
,
Isabelle Bloch
,
Pietro Gori
GRETSI 2019, Aug 2019, Lille, France
Communication dans un congrès
hal-02264180
v1
|
|
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
et al.
19th European Congress of Pediatric Surgery, Jun 2018, Paris, France
Communication dans un congrès
hal-02287843
v1
|
|
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
et al.
19th European Congress of Pediatric Surgery, Jun 2018, Paris, France
Communication dans un congrès
hal-02287841
v1
|
|
Clinica: an open source software platform for reproducible clinical neuroscience studies
Alexandre Routier
,
Jérémy Guillon
,
Ninon Burgos
,
Jorge Samper-Gonzalez
,
Junhao Wen
et al.
Annual meeting of the Organization for Human Brain Mapping - OHBM 2018, Jun 2018, Singapore, Singapore
Communication dans un congrès
hal-01760658
v1
|
|
Progressive and Efficient Multi-Resolution Representations for Brain Tractograms
Corentin Mercier
,
Pietro Gori
,
D. Rohmer
,
Marie-Paule Cani
,
T Boubekeur
et al.
Eurographics Workshop on Visual Computing for Biology and Medicine (EG VCBM), Sep 2018, Granada, Spain
Communication dans un congrès
hal-01865128
v1
|
|
Segmentation of pelvic vessels in pediatric MRI using a patch based learning approach
Alessio Virzi
,
Pietro Gori
,
Cécile Muller
,
Eva Mille
,
Quoc Peyrot
et al.
Journées Francophones de Radiologique Diagnostique et Interventionnelle (JFR), 2018, Paris, France. pp.617
Communication dans un congrès
hal-02287947
v1
|
|
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
et al.
19th European Congress of Pediatric Surgery, Jun 2018, Paris, France
Communication dans un congrès
hal-02287840
v1
|
|
Segmentation of pelvic vessels in pediatric MRI using a patch-based deep learning approach
Alessio Virzi
,
Pietro Gori
,
Cécile Muller
,
Eva Mille
,
Quoc Peyrot
et al.
PIPPI MICCAI Workshop, 2018, Granada, Spain. pp.97-106
Communication dans un congrès
hal-02287946
v1
|
|
Segmentation of White Matter Tractograms Using Fuzzy Spatial Relations
Alessandro Delmonte
,
Isabelle Bloch
,
Dominique Hasboun
,
Corentin Mercier
,
Johan Pallud
et al.
Organization for Human Brain Mapping, Jun 2018, Singapore, Singapore
Communication dans un congrès
hal-01744267
v1
|
|
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
Communication dans un congrès
hal-02412367
v1
|
|
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
et al.
Surgetica 2017, 2017, Strasbourg, France. pp.113-115
Communication dans un congrès
hal-02287613
v1
|
|
White Matter Fiber Segmentation Using Functional Varifolds
Kuldeep Kumar
,
Pietro Gori
,
Benjamin Charlier
,
Stanley Durrleman
,
Olivier Colliot
et al.
MFCA 2017 - 6th MICCAI workshop on Mathematical Foundations of Computational Anatomy, Sep 2017, Québec, Canada. pp.92-100
Communication dans un congrès
hal-01589649
v1
|
|
Comparison of distances for supervised segmentation of white matter tractography
Emanuele Olivetti
,
Giulia Bertò
,
Pietro Gori
,
Nusrat Sharmin
,
Paolo Avesani
Communication dans un congrès
hal-01576573
v1
|
|
Unified analysis of shape and structural connectivity of neural pathways
Pietro Gori
,
Olivier Colliot
,
Linda Marrakchi-Kacem
,
Yulia Worbe
,
Alexandre Routier
et al.
Organisation for Human Brain Mapping, 2015, Honolulu, United States
Communication dans un congrès
hal-01187461
v1
|
|
Joint Morphometry of Fiber Tracts and Gray Matter structures using Double Diffeomorphisms
Pietro Gori
,
Olivier Colliot
,
Linda Marrakchi-Kacem
,
Yulia Worbe
,
Alexandre Routier
et al.
Communication dans un congrès
hal-01142628
v1
|
|
A Prototype Representation to Approximate White Matter Bundles with Weighted Currents
Pietro Gori
,
Olivier Colliot
,
Linda Marrakchi-Kacem
,
Yulia Worbe
,
Fabrizio de Vico Fallani
et al.
MICCAI 2014 - 17th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2014, Boston, United States
Communication dans un congrès
hal-01010702
v1
|
|
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
et al.
MICCAI Workshop, Sep 2014, Cambridge, United States. pp.8
Communication dans un congrès
hal-01099081
v1
|
|
Towards joint morphometry of white matter tracts and gray matter surfaces
Pietro Gori
,
Olivier Colliot
,
Yulia Worbe
,
Linda Marrakchi-Kacem
,
Sophie Lecomte
et al.
Human Brain Mapping, 2013, Seattle, United States
Communication dans un congrès
hal-00816138
v1
|
|
Bayesian Atlas Estimation for the Variability Analysis of Shape Complexes
Pietro Gori
,
Olivier Colliot
,
Yulia Worbe
,
Linda Marrakchi-Kacem
,
Sophie Lecomte
et al.
Communication dans un congrès
hal-01188791
v1
|