Demian Wassermann
Présentation
Publications
Publications
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Deep multivariate autoencoder for capturing complexity in Brain Structure and Behaviour RelationshipsCDMRI 2024 - International Workshop on Computational Diffusion MRI, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Oct 2024, Marrakech, Morocco |
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NeuroConText: Contrastive text-to-brain mapping for neuroscientific literatureMICCAI24 - 27th International conference on medical image computing and computer assisted intervention, Oct 2024, Marrakesh, Morocco |
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Towards Heterogeneous Data Integration: The NeuroLang ApproachOHBM 2022 - Organization for Human Brain Mapping, Jun 2022, Glasgow, United Kingdom |
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ADAVI: Automatic Dual Amortized Variational Inference Applied To Pyramidal Bayesian ModelsICLR 2022, Apr 2022, Virtual, France. ⟨10.48550/arXiv.2106.12248⟩ |
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Diffusion MRI-Based Cytoarchitecture Measurements in Brain Gray Matter using Likelihood-Free InferenceISMRM 2021 - Annual Meeting of the International Society for Magnetic Resonance in Medicine, May 2021, Vancouver / Virtual, Canada |
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Verifying ontological knowledge through meta-analysis: Study cases of Pain and ConsciousnessOHBM 2021 - Organization for Human Brain Mapping, Jun 2021, Virtual, France |
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Cytoarchitecture Measurements in Brain Gray Matter using Likelihood-Free InferenceIPMI 2021 - 27th international conference on Information Processing in Medical Imaging, Jun 2021, Rønne, Denmark. ⟨10.1007/978-3-030-78191-0_15⟩ |
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Complex Coordinate-Based Meta-Analysis with Probabilistic ProgrammingAssociation for the Advancement of Artificial Intelligence, Feb 2021, Online, France |
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Lesion-Robust White-Matter Bundle Identification through Diffusion Driven Label FusionISMRM 2020 - 28th Annual Meeting & Exhibition, Aug 2020, Sydney / Virtual, Australia |
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Probabilistic Programming in neurolang: Bridging the Gap Between Cognitive Science and Statistical Modeling2020 OHBM - Annual Meeting of Organization for Human Brain Mapping, Jun 2020, Remote due to Covid-19, France |
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Indetermination-free cytoarchitecture measurements in brain gray matter via a forward diffusion MRI signal separation methodISMRM 2020 - 28th Annual Meeting & Exhibition, Aug 2020, Sydney / Virtual, Australia |
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Diffusion MRI-based Connectivity Enriched with Microstructure Information Predicts the Propagation of Cortico-Cortical Evoked PotentialsISMRM 2020 - 28th Annual Meeting & Exhibition of the International Society for Magnetic Resonance in Medicine, Aug 2020, Sydney / Virtual, Australia |
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Coarse-Grained Spatiotemporal Acquisition Design for Diffusion MRIISBI 2019 - IEEE International Symposium on Biomedical Imaging, Apr 2019, Venice, Italy |
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Towards Validating Structural Connectivity in the Human Language System: An Intraoperative Cortico-Cortical Stimulation Experiment27th Annual ISMRM 2019 - Meeting & Exhibition of the International Society for Magnetic Resonance in Medicine, May 2019, Montreal, Canada |
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Sulcal Neuroanatomy and Relative Relationships using Spatial GradientsOrganization of Human Brain Mapping, Jun 2018, Singapore, Singapore |
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Solving the Cross-Subject Parcel Matching Problem using Optimal TransportInternational Conference on Medical Image Computing and Computer-Assisted Intervention 2018, Sep 2018, Granada, Spain |
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Dmipy, a Diffusion Microstructure Imaging toolbox in Python to improve research reproducibilityMICCAI 2018 - Workshop on Computational Diffusion MRI, Sep 2018, Granada, Spain |
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Reducing false positive connection in tractograms using joint structure-function filteringOHBM 2018 - Organization for Human Brain Mapping, Jun 2018, Singapore, Singapore. pp.1-3 |
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Mipy: An Open-Source Framework to improve reproducibility in Brain Microstructure ImagingOHBM 2018 - Human Brain Mapping , Jun 2018, Singapore, Singapore. pp.1-4 |
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Text to brain: predicting the spatial distribution of neuroimaging observations from text reportsMICCAI 2018 - 21st International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2018, Granada, Spain. pp.1-18 |
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Solving the Cross-Subject Parcel Matching Problem: Comparing Four Methods Using Extrinsic ConnectivityOHBM 2018, Jun 2018, Singapore, Singapore |
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Diffusion Driven Label Fusion for White Matter Multi-Atlas SegmentationOHBM 2018 - Organization for Human Brain Mapping, Jun 2018, Singapore, Singapore. pp.1-2 |
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A Novel Atlas of Human Cerebral Cortex based on Extrinsic ConnectivityOHBM 2017 - Organization for Human Brain Mapping 2017 Annual Meeting, Jun 2017, Vancouver, Canada |
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Information Flow in the White Matter During a Motor Task: A Structural Connectivity Driven ApproachOHBM 2017 Organization for Human Brain Mapping Annual Meeting, Jun 2017, Vancouver, Canada |
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Matching parcellations using Optimal Transport: a proof of conceptComputational Brain Connectivity Mapping – Winter School Workshop 2017, Nov 2017, Juan-les-Pins, France |
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Multi-Spherical Diffusion MRI: An in-vivo Test- Retest Study of Time-Dependent q-space IndicesISMRM: 25th Annual Meeting & Exhibition, Apr 2017, Honolulu, United States |
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Concordance between white-matter pathways and functional circuits linking the VWFA and IPSOrganisation for the Human Brain Mapping, Jul 2017, Vancouver, Canada |
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Extracting the Groupwise Core Structural Connectivity Network: Bridging Statistical and Graph-Theoretical ApproachesInformation Processing in Medical Imaging, 2017, Boone, United States. ⟨10.1007/978-3-319-59050-9_30⟩ |
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Spatio-Temporal dMRI Acquisition Design: Reducing the Number of $q\tau$ Samples Through a Relaxed Probabilistic ModelMICCAI 2017 Workshop on Computational Diffusion MRI (CDMRI 2017), Sep 2017, Québec City, Canada |
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Groupwise Structural Parcellation of the Cortex: A Sound Approach Based on Logistic ModelsCDMRI 2016, Oct 2016, Athens, Greece. ⟨10.1007/978-3-319-54130-3_8⟩ |
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Microstructure driven tractography in the human brainOrganization for Human Brain Mapping (OHBM)., Jun 2016, Geneva, Switzerland |
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Extracting the Core Structural Connectivity Network: Guaranteeing Network Connectedness Through a Graph-Theoretical ApproachMICCAI 2016, Sep 2016, Athens, Greece |
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Multi-Spherical Diffusion MRI: Exploring Diffusion Time Using Signal SparsityMICCAI 2016 Workshop on Computational Diffusion MRI (CDMRI'16), Oct 2016, Athènes, Greece |
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Efficient Population-Representative Whole-Cortex Parcellation Based on TractographyOrganization for Human Brain Mapping 2016 Annual Meeting, Jun 2016, Genève, Switzerland |
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Reducing Invalid Connections with Microstructure-Driven TractographyISMRM workshops: Breaking the Barriers of Diffusion MRI , Sep 2016, Lisbonne, Portugal |
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A sensitivity analysis of q-space indices with respect to changes in axonal diameter, dispersion and tissue composition2016 International Symposium on Biomedical Imaging (ISBI), Apr 2016, Prague, Czech Republic |
Quantifying White Matter Microstructure with a Unified Spatio-Temporal Diffusion Weighted MRI Continuous RepresentationInternational Symposium of Magnetic Resonance in Medicine, 2016, Singapore, Singapore |
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Comparison of Biomarkers in Transgenic Alzheimer Rats Using Multi-shell Diffusion MRIMICCAI 2016 Workshop on Computational Diffusion MRI (CDMRI'16), Oct 2016, Athènes, Greece |
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A Temperature Phantom to Probe the Ensemble Average Propagator Asymmetry: an In-Silico StudyComputational Diffusion Magnetic Resonance Imaging, Oct 2015, Munich, Germany. ⟨10.1007/978-3-319-28588-7_16⟩ |
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AxTract: microstructure-driven tractography based on the ensemble average propagatorInformation Processing in Medical Imaging, Jun 2015, Isle of Skye, United Kingdom. ⟨10.1007/978-3-319-19992-4_53⟩ |
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Laplacian-Regularized MAP-MRI: Improving Axonal Caliber EstimationInternational Symposium on BIOMEDICAL IMAGING: From Nano to Macro, Apr 2015, Brooklyn, New York City, United States |
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A Unifying Framework for Spatial and Temporal Diffusion in Diffusion MRIInformation Processing in Medical Imaging (IPMI), Jun 2015, Sabhal Mor Ostaig, Isle of Skye, United Kingdom |
Sahin et al. (2009) en modalité non-invasive : expérience pilote et perspectivesJournée de l'axe MTC-NSC, 2015, Université Nice Sophia antipolis, Nice, France |
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Exploiting the Phase in Diffusion MRI for Microstructure Recovery: Towards Axonal Tortuosity via Asymmetric Diffusion ProcessesMedical Image Computing and Computer Assisted Intervention, 2015, Munich, Germany. ⟨10.1007/978-3-319-24553-9_14⟩ |
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Airway Labeling Using A Hidden Markov Tree Model.International Symposium in Biomedical Imaging, IEEE, Apr 2014, Beijing, China. pp.554-558 |
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Deformable Registration of Feature-Endowed Point Sets Based on Tensor FieldsComputer Vision and Pattern Recognition, IEEE, Jun 2014, Columbus, Ohio, United States. pp.2729-2735, ⟨10.1109/CVPR.2014.355⟩ |
Direct native-space fiber bundle alignment for group comparisonsInternational Society for Magnetic Resonance Imaging (ISMRM), 2014, Milan, Italy |
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An Analytical 3D Laplacian Regularized SHORE Basis and Its Impact on EAP Reconstruction and Microstructure RecoveryCD-MRI, Sep 2014, Boston, United States |
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Probabilistic Diffeomorphic Registration: Representing UncertaintyBiomedical Image Registration, 2014, London, United Kingdom. pp.72 - 82, ⟨10.1007/978-3-319-08554-8_8⟩ |
Large-scale network analysis reflects big-world characteristics in ASD17th Annual Meeting of the Organization on Human Brain Mapping, 2011, Quebec City, Canada |
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A Polynomial Approach for Maxima Extraction and Its Application to Tractography in HARDIInformation Processing in Medical Imaging, Jul 2011, Irsee, Germany. pp.723-734, ⟨10.1007/978-3-642-22092-0_59⟩ |
Fully Automated Straightening of the Spinal Cord using Fiber Tractography18th. International Symposium on Magnetic Resonance in Medicine, 2010, Stockholm, Sweden |
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Diffusion-based population statistics using tract probability mapsMedical Image Computing and Computer-Assisted Intervention - MICCAI, Sep 2010, Beijing, China. pp.631-639, ⟨10.1007/978-3-642-15705-9_77⟩ |
STRAIGHTENING THE SPINAL CORD USING FIBER TRACTOGRAPHYInternational Symposium on Biomedical Imaging, 2010, rotterdam, Netherlands |
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Simultaneous Manifold Learning and Clustering: Grouping White Matter Fiber Tracts Using a Volumetric White Matter AtlasMICCAI 2008 Workshop - Manifolds in Medical Imaging: Metrics, Learning and Beyond, Oct 2008, New-York, United States |
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Reconstructing Functional Connectomes and Predicting Behavior Using Contrastive LearningOHBM 2025 - Organization for Human Brain Mapping, Jun 2025, Brisbane (AU), Australia. OHBM 2025 Annual Meeting Abstract Book, 2025 |
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Indetermination-free cytoarchitecture measurements in brain gray matter via an inverse diffusion MRI signal separation methodISMRM 2020 - International Society for Magnetic Resonance in Medicine, Aug 2020, Sydney / virtual, Australia |
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NeuroLang: Representing Neuroanatomy with Sulcus-Specific QueriesOrganization of Human Brain Mapping, Jun 2020, Montreal, Canada |
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Diffusion MRI simulation of realistic neurons with SpinDoctor and the Neuron Module, ISMRM posterISMRM 2020 - 28th Annual Meeting & Exhibition, Apr 2020, Sydney, Australia |
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A Novel Sulcal Hierarchy Based on Manually Labelled SulciOrganization for Human Brain Mapping, Jun 2019, Rome, Italy |
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Towards the assessment of myelination using time-dependent diffusion MRI indicesISMRM 2018 - International Society for Magnetic Resonance in Medicine, Jun 2018, Paris, France. pp.1-4 |
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Bridging Brain Structure and Function by Correlating Structural Connectivity and Cortico-Cortical Transmission2nd C@UCA meeting, Jun 2018, Frejus, France |
Sensing Von Economo Neurons in the Insula with Multi-shell Diffusion MRIInternational Society for Magnetic Resonance in Medicine, 2018, Paris, France |
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Spatio-Temporal dMRI Acquisition Design: Reducing the Number of SamplesISMRM 2018, Jun 2018, Paris, France |
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Brain correlates of apathy in Kleine Levin syndrome: a mean apparent propagator studyInternational Symposium for Magnetic Resonance in Medicine, May 2017, Honolulu, United States |
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Multi-Spherical MRI: Breaking the Boundaries of Diffusion TimeISMRM Workshop on: Breaking the Barriers of Diffusion MRI, Sep 2016, Lisbonne, Portugal. |
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Exploiting the Phase in Diffusion MRI for Microstructure Recovery: Towards Axonal Tortuosity via Asymmetric Diffusion ProcessesMICCAI 2015, Oct 2015, Munich, Germany |
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Tract-based statistical analyzes in dMRI in autism spectrum disorder17th Annual Meeting of the Organization for Human Brain Mapping, Jun 2011, Quebec, Canada |
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Single Encoding Diffusion MRI: a Probe to Brain AnisotropyAnisotropy Across Fields and Scales, 2021 |
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Unsupervised White Matter Fiber Clustering and Tract Probability Map Generation: Applications of a Gaussian Process framework for White Matter Fibers[Research Report] RR-7005, INRIA. 2009, pp.35 |
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Spectral Clustering en IRM de diffusion pour Retrouver les Faisceaux de la Matière Blanche[Research Report] RR-6351, INRIA. 2007, pp.52 |
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Automated In Vivo Dissection of White Matter Structures from Diffusion Magnetic Resonance ImagingMedical Imaging. Université Nice Sophia Antipolis, 2010. English. ⟨NNT : ⟩ |
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Microstructure, Macrostructure, and Cognition. A walk in Diffusion MRIBiological Physics [physics.bio-ph]. Sorbonne Université, 2019 |