Pietro Gori
Publications
Publications
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First Order Logic with Fuzzy Semantics for Describing and Recognizing Nerves in Medical ImagesFUZZ-IEEE 2025, Jul 2025, Reims, France |
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Reducing Variability of Multiple Instance Learning Methods for Digital PathologyMICCAI 2025 : 28th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2025, Daejeon, South Korea |
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GUIDING THE CLASSIFICATION OF HEPATOCELLULAR CARCINOMA ON 3D CT-SCANS USING DEEP AND HANDCRAFTED RADIOLOGICAL FEATURESIEEE ISBI 2025 : 2025 IEEE International Symposium on Biomedical Imaging, Apr 2025, Houston, United States |
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Visionerves: Automatic and Reproducible Hybrid AI for Peripheral Nervous System Recognition Applied to Endometriosis CasesComputer-Aided Pelvic Imaging for Female Health (CAPI) - Workshop MICCAI 2025, Sep 2025, Daejeon, South Korea. pp.113-124, ⟨10.1007/978-3-032-05825-6_11⟩ |
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Self-Supervised Multiview Xray MatchingMICCAI 2025 : 28th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2025, Daejeon, South Korea |
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Double InfoGAN for Contrastive AnalysisInternational Conference on Artificial Intelligence and Statistics (AISTATS), May 2024, Valencia, Spain |
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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 |
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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 |
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Separating common from salient patterns with Contrastive Representation LearningInternational Conference on Learning Representations (ICLR), May 2024, Vienna, Austria |
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SepVAE: a contrastive VAE to separate pathological patterns from healthy onesMedical Imaging with Deep Learning (MIDL), Jul 2024, Paris, France. ⟨10.48550/arXiv.2307.06206⟩ |
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Towards a foundation model for cortical foldingMachine Learning in Clinical Neuroimaging (MLCN) Workshop - MICCAI (2024), Oct 2024, Marrakesh, Morocco |
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Unbiased Supervised Contrastive LearningICLR, May 2023, Kigali, Rwanda |
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Non-Redundant Combination of Hand-Crafted and Deep Learning Radiomics: Application to the Early Detection of Pancreatic CancerCaPTion workshop (MICCAI), Oct 2023, Vancouver, Canada. pp.68-82, ⟨10.1007/978-3-031-45350-2_6⟩ |
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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 |
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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 |
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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 |
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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 |
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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 |
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Integrating Prior Knowledge in Contrastive Learning with Kernel40 th International Conference on Machine Learning, Jul 2023, Honolulu, United States |
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Decoupled conditional contrastive learning with variable metadata for prostate lesion detectionMILLanD - MICCAI Workshop, Oct 2023, Vancouver, Canada |
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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 |
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A Deep Residual Learning Implementation of MetamorphosisIEEE ISBI 2022, Mar 2022, Kolkata, India |
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Hair Color Digitization through Imaging and Deep Inverse GraphicsElectronic Imaging (EI), Jan 2022, Virtual, France |
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IS THE U-NET DIRECTIONAL-RELATIONSHIP AWARE?International Conference on Image Processing, Oct 2022, Bordeaux, France |
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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 |
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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 |
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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⟩ |
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 |
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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⟩ |
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Conditional Alignment and Uniformity for Contrastive Learning with Continuous Proxy LabelsMed-NeurIPS - Workshop NeurIPS, Dec 2021, Vancouver, Canada |
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UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised LearningECML/PKDD, Sep 2021, Bilbao, Spain |
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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⟩ |
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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 |
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Contrastive Learning with Continuous Proxy Meta-Data for 3D MRI ClassificationMICCAI, Sep 2021, Strasbourg (virtuel), France |
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Metamorphic image registration using a semi-Lagrangian schemeGSI2021 - Geometric Science of Information, Jul 2021, Paris, France. pp.781-788, ⟨10.1007/978-3-030-80209-7_84⟩ |
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Knowledge distillation from multi-modal to mono-modal segmentation networksMICCAI, Oct 2020, Lima, Peru. pp.772-781 |
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White matter multi-resolution segmentation using fuzzy set theoryISBI 2019 - IEEE International Symposium on Biomedical Imaging, Apr 2019, Venice, Italy |
Nervous System Exploration Using Tractography To Enhance Pelvic SurgerySurgetica, 2019, Rennes, France |
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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 |
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QFib: Fast and Accurate Compression of White Matter TractogramsHuman Brain Mapping, 2019, Rome, Italy |
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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⟩ |
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Appariement difféomorphique robuste de faisceaux neuronauxGRETSI 2019, Aug 2019, Lille, France |
Robust Segmentation of Corpus Callosum in Multi-Scanner Pediatric T1-w MRI using Transfer LearningHuman Brain Mapping, 2019, Rome, Italy |
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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 |
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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 |
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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 |
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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 |
Segmentation of pelvic vessels in pediatric MRI using a patch-based deep learning approachPIPPI MICCAI Workshop, 2018, Granada, Spain. pp.97-106 |
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Segmentation of White Matter Tractograms Using Fuzzy Spatial RelationsOrganization for Human Brain Mapping, Jun 2018, Singapore, Singapore |
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 |
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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 |
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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 |
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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 |
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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 |
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Comparison of distances for supervised segmentation of white matter tractographyPattern Recognition in Neuroimaging (PRNI), Jun 2017, Toronto, Canada. ⟨10.1109/PRNI.2017.7981502⟩ |
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Unified analysis of shape and structural connectivity of neural pathwaysOrganisation for Human Brain Mapping, 2015, Honolulu, United States |
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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⟩ |
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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 |
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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 |
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Towards joint morphometry of white matter tracts and gray matter surfacesHuman Brain Mapping, 2013, Seattle, United States |
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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⟩ |
Trends in cerebral organisation in Upper Palaeolithic and recent humans.ESHE meeting, Sep 2019, Liège, Belgium. 2019 |
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⟩ |
METHOD FOR CHARACTERIZING AN ORGAN OF A PATIENT IN A MEDICAL IMAGEFrance, Patent n° : EP22194886.2. 2024 |
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AUTOMATIC GENERATION of 3D ANATOMICAL MODELSFrance, Patent n° : EP22307002.0. 2023 |
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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⟩ |
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Modeling, Learning, and Transferring Anatomical Representations in Medical Imaging using AIMedical Imaging. Institut polytechnique de Paris, 2024 |