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Double InfoGAN for Contrastive AnalysisInternational Conference on Artificial Intelligence and Statistics (AISTATS), May 2024, Valencia, Spain
Communication dans un congrès
hal-04422853v1
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Supervised diagnosis prediction from cortical sulci: toward the discovery of neurodevelopmental biomarkers in mental disorders21st IEEE International Symposium on Biomedical Imaging (ISBI 2024), IEEE, May 2024, Athènes, Greece
Communication dans un congrès
hal-04494994v1
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SPARSITY CONSTRAINED LINEAR TANGENT SPACE ALIGNMENT MODEL (LTSA) FOR 3D CARDIAC EXTRACELLULAR VOLUME MAPPINGIEEE International Symposium on Biomedical Imaging (ISBI), May 2024, Athens, Greece
Communication dans un congrès
hal-04479822v1
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Separating common from salient patterns with Contrastive Representation LearningInternational Conference on Learning Representations (ICLR), May 2024, Vienna, Austria
Communication dans un congrès
hal-04537203v1
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Integrating Prior Knowledge in Contrastive Learning with Kernel40 th International Conference on Machine Learning, Jul 2023, Honolulu, United States
Communication dans un congrès
hal-04111825v1
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Apprendre à diagnostiquer la cirrhose à l'aide de méthodes de pré-entraînement faiblement et auto-superviséesJournées Francophones de Radiologie, Oct 2023, Paris, France
Communication dans un congrès
hal-04480765v1
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CONTRASTIVE LEARNING FOR REGRESSION IN MULTI-SITE BRAIN AGE PREDICTIONIEEE ISBI (International Symposium on Biomedical Imaging ), Apr 2023, Cartagena de Indias, Colombia
Communication dans un congrès
hal-03993158v1
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Learning to diagnose cirrhosis from radiological and histological labels with joint self and weakly-supervised pretraining strategiesIEEE ISBI, Apr 2023, Cartagena de Indias, Colombia
Communication dans un congrès
hal-03993204v1
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Decoupled conditional contrastive learning with variable metadata for prostate lesion detectionMILLanD - MICCAI Workshop, Oct 2023, Vancouver, Canada
Communication dans un congrès
hal-04183841v1
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Weakly-supervised positional contrastive learning: application to cirrhosis classification26th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2023,, Oct 2023, Vancouver, Canada
Communication dans un congrès
hal-04157998v2
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Unbiased Supervised Contrastive LearningICLR, May 2023, Kigali, Rwanda
Communication dans un congrès
hal-03993128v1
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Non-Redundant Combination of Hand-Crafted and Deep Learning Radiomics: Application to the Early Detection of Pancreatic CancerCancer Prevention through early detecTion - CaPTion workshop @ MICCAI2023, Oct 2023, Vancouver, Canada
Communication dans un congrès
hal-04185207v1
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Anatomically constrained CT image translation for heterogeneous blood vessel segmentationBMVC 2022 - The 33rd British Machine Vision Conference, Nov 2022, London, United Kingdom
Communication dans un congrès
hal-03797472v1
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Improving The Automatic Segmentation Of Elongated Organs Using Geometrical PriorsIEEE International Symposium on Biomedical Imaging (ISBI 2022 ), Mar 2022, Kolkata, India
Communication dans un congrès
hal-03628860v1
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IS THE U-NET DIRECTIONAL-RELATIONSHIP AWARE?International Conference on Image Processing, Oct 2022, Bordeaux, France
Communication dans un congrès
hal-03715361v1
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Hair Color Digitization through Imaging and Deep Inverse GraphicsElectronic Imaging (EI), Jan 2022, Virtual, France
Communication dans un congrès
hal-03561209v1
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Weighted Metamorphosis for registration of images with different topologiesWBIR 2022: Biomedical Image Registration, Jul 2022, Munich, Germany. pp.8-17, ⟨10.1007/978-3-031-11203-4_2⟩
Communication dans un congrès
hal-03971473v1
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Learning shape distributions from large databases of healthy organs: applications to zero-shot and few-shot abnormal pancreas detectionMedical Image Computing and Computer Assisted Interventions, Sep 2022, Singapore, Singapore. pp.464-473, ⟨10.1007/978-3-031-16434-7_45⟩
Communication dans un congrès
hal-03800705v1
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Le Réseau U-Net Exploite-t-il des Relations Directionnelles Entre Objets pour les Segmenter et les Reconnaître ?28e Colloque sur le Traitement du Signal et des Images (GRETSI), Sep 2022, Nancy, France
Communication dans un congrès
hal-03923736v1
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Optimizing transformations for contrastive learning in a differentiable frameworkMedical Image Learning with Limited & Noisy Data - MILLanD (Workshop MICCAI), Sep 2022, Singapore, Singapore
Communication dans un congrès
hal-03761521v1
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A Deep Residual Learning Implementation of MetamorphosisIEEE ISBI 2022, Mar 2022, Kolkata, India
Communication dans un congrès
hal-03552709v1
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Contrastive Learning with Continuous Proxy Meta-Data for 3D MRI ClassificationMICCAI, Sep 2021, Strasbourg (virtuel), France
Communication dans un congrès
hal-03262256v1
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Deep Graphics Encoder for Real-Time Video Makeup Synthesis from ExampleCVPR Workshop Computer Vision for Fashion Art and Design, Jun 2021, Nashville (Virtual), United States
Communication dans un congrès
hal-03261346v1
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Automatic size and pose homogenization with Spatial Transformer Network to improve and accelerate pediatric segmentationISBI 2021 - IEEE International Symposium on Biomedical Imaging, Apr 2021, Nice, France. pp.1773-1776, ⟨10.1109/ISBI48211.2021.9434090⟩
Communication dans un congrès
hal-03131980v1
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Metamorphic image registration using a semi-Lagrangian schemeGSI2021 - Geometric Science of Information, Jul 2021, Paris, France
Communication dans un congrès
hal-03225754v1
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UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised LearningECML/PKDD, Sep 2021, Bilbao, Spain
Communication dans un congrès
hal-03277176v1
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Conditional Alignment and Uniformity for Contrastive Learning with Continuous Proxy LabelsMed-NeurIPS - Workshop NeurIPS, Dec 2021, Vancouver, Canada
Communication dans un congrès
hal-03523114v1
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Knowledge distillation from multi-modal to mono-modal segmentation networksMICCAI, Oct 2020, Lima, Peru. pp.772-781
Communication dans un congrès
hal-02899529v1
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Robust Segmentation of Corpus Callosum in Multi-Scanner Pediatric T1-w MRI using Transfer LearningHuman Brain Mapping, 2019, Rome, Italy
Communication dans un congrès
hal-02288082v1
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Appariement difféomorphique robuste de faisceaux neuronauxGRETSI 2019, Aug 2019, Lille, France
Communication dans un congrès
hal-02264180v1
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Robust Segmentation of Corpus Callosum in Multi-Scanner Pediatric T1-w MRI Using Transfer LearningOrganization for Human Brain Mapping, Jun 2019, Rome, Italy
Communication dans un congrès
hal-02934231v1
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Fast and Scalable Optimal Transport for Brain TractogramsMICCAI 2019, Oct 2019, Shenzhen, China. ⟨10.1007/978-3-030-32248-9_71⟩
Communication dans un congrès
hal-02264177v1
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QFib: Fast and Accurate Compression of White Matter TractogramsHuman Brain Mapping, 2019, Rome, Italy
Communication dans un congrès
hal-02288567v1
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White matter multi-resolution segmentation using fuzzy set theoryISBI 2019 - IEEE International Symposium on Biomedical Imaging, Apr 2019, Venice, Italy
Communication dans un congrès
hal-01983010v2
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Nervous System Exploration Using Tractography To Enhance Pelvic SurgerySurgetica, 2019, Rennes, France
Communication dans un congrès
hal-02288083v1
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Segmentation automatique des ovaires et des follicules en IRM pour le calcul de la volumétrie ovarienne et le comptage folliculaireJournées Francophones de Radiologique Diagnostique et Interventionnelle (JFR), Oct 2018, Paris, France. pp.952
Communication dans un congrès
hal-02412367v1
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Progressive and Efficient Multi-Resolution Representations for Brain TractogramsEurographics Workshop on Visual Computing for Biology and Medicine (EG VCBM), Sep 2018, Granada, Spain
Communication dans un congrès
hal-01865128v1
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Clinica: an open source software platform for reproducible clinical neuroscience studiesAnnual meeting of the Organization for Human Brain Mapping - OHBM 2018, Jun 2018, Singapore, Singapore
Communication dans un congrès
hal-01760658v1
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Analysis of the sacral plexus anatomy using diffusion tensor MRI based neurotractography, according to spinal dysraphism, sacral anomaly and type of anorectal malformation19th European Congress of Pediatric Surgery, Jun 2018, Paris, France
Communication dans un congrès
hal-02287843v1
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Appraisal of sacral nerve injury by pelvic neurotractography after robotic surgery for a sacral neurofibroma in a 12 years old girl19th European Congress of Pediatric Surgery, Jun 2018, Paris, France
Communication dans un congrès
hal-02287841v1
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Segmentation of White Matter Tractograms Using Fuzzy Spatial RelationsOrganization for Human Brain Mapping, Jun 2018, Singapore, Singapore
Communication dans un congrès
hal-01744267v1
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Segmentation of pelvic vessels in pediatric MRI using a patch-based deep learning approachPIPPI MICCAI Workshop, 2018, Granada, Spain. pp.97-106
Communication dans un congrès
hal-02287946v1
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Segmentation of pelvic vessels in pediatric MRI using a patch based learning approachJournées Francophones de Radiologique Diagnostique et Interventionnelle (JFR), 2018, Paris, France. pp.617
Communication dans un congrès
hal-02287947v1
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3D patient specific models from MRI segmentation and tractography to enhance surgery planning of pelvic tumors and malformations19th European Congress of Pediatric Surgery, Jun 2018, Paris, France
Communication dans un congrès
hal-02287840v1
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Comparison of distances for supervised segmentation of white matter tractography Pattern Recognition in Neuroimaging (PRNI), Jun 2017, Toronto, Canada. ⟨10.1109/PRNI.2017.7981502⟩
Communication dans un congrès
hal-01576573v1
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White Matter Fiber Segmentation Using Functional VarifoldsMFCA 2017 - 6th MICCAI workshop on Mathematical Foundations of Computational Anatomy, Sep 2017, Québec, Canada. pp.92-100
Communication dans un congrès
hal-01589649v1
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Towards building 3D individual models from MRI segmentation and tractography to enhance surgical planning for pediatric pelvic tumors and malformationsSurgetica 2017, 2017, Strasbourg, France. pp.113-115
Communication dans un congrès
hal-02287613v1
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Joint Morphometry of Fiber Tracts and Gray Matter structures using Double DiffeomorphismsIPMI - Information Processing in Medical Imaging, Jun 2015, Isle of Skye, United Kingdom. pp.275-287, ⟨10.1007/978-3-319-19992-4_21⟩
Communication dans un congrès
hal-01142628v1
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Unified analysis of shape and structural connectivity of neural pathwaysOrganisation for Human Brain Mapping, 2015, Honolulu, United States
Communication dans un congrès
hal-01187461v1
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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 controlsMICCAI Workshop, Sep 2014, Cambridge, United States. pp.8
Communication dans un congrès
hal-01099081v1
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A Prototype Representation to Approximate White Matter Bundles with Weighted CurrentsMICCAI 2014 - 17th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2014, Boston, United States
Communication dans un congrès
hal-01010702v1
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Bayesian Atlas Estimation for the Variability Analysis of Shape ComplexesMICCAI 2013 : Medical Image Computing and Computer Assisted Intervention, Sep 2013, Nagoya, Japan. pp.267-274, ⟨10.1007/978-3-642-40811-3_34⟩
Communication dans un congrès
hal-01188791v1
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Towards joint morphometry of white matter tracts and gray matter surfacesHuman Brain Mapping, 2013, Seattle, United States
Communication dans un congrès
hal-00816138v1
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Trends in cerebral organisation in Upper Palaeolithic and recent humans.ESHE meeting, Sep 2019, Liège, Belgium. 2019
Poster de conférence
hal-02563529v1
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Fidelity metrics between curves and surfaces: currents, varifolds, and normal cyclesRiemannian Geometric Statistics in Medical Image Analysis, Elsevier, pp.441-477, 2020, ⟨10.1016/B978-0-12-814725-2.00021-2⟩
Chapitre d'ouvrage
hal-02341029v1
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METHOD FOR CHARACTERIZING AN ORGAN OF A PATIENT IN A MEDICAL IMAGEFrance, Patent n° : EP22194886.2. 2024
Brevet
hal-04559079v1
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AUTOMATIC GENERATION of 3D ANATOMICAL MODELSFrance, Patent n° : EP22307002.0. 2023
Brevet
hal-04559091v1
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Exploring the potential of representation and transfer learning for anatomical neuroimaging: application to psychiatry2024
Pré-publication, Document de travail
hal-04436585v1
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Non-Redundant Combination of Hand-Crafted and Deep Learning Radiomics: Application to the Early Detection of Pancreatic Cancer2023
Pré-publication, Document de travail
hal-04185854v1
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Statistical models to learn the structural organisation of neural circuits from multimodal brain images : application to Gilles de la Tourette syndromeBioinformatics [q-bio.QM]. Université Pierre et Marie Curie - Paris VI, 2016. English. ⟨NNT : 2016PA066057⟩
Thèse
tel-01368191v1
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Statistical models to learn the structural organisation of neural circuits from multimodal brain images - Application to Gilles de la Tourette syndromeMedical Imaging. UPMC - Université Paris 6 Pierre et Marie Curie, 2016. English. ⟨NNT : ⟩
Thèse
tel-01352477v1
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