DW
Demian Wassermann
q-bio.NCcs.LGneuroscienceAlgorithmscs.AIDiffusion Magnetic Resonance Imagingdiffusion MRIBrainstat.MLBrain Mapping
On Valency
published · living versionsW_hh2bqgjv·v1 · currentpublished
The Platonic Brain: Representational Convergence in EEG Foundation Models
with Nicolas Waehner, Enzo Tagliazucchi, Jacobo Sitt, Giovanni Franco Gabriel Marraffini +1
1 version
Preprints & journals
73 papers in the corpus · 2008–2026Flattening the Connectome Spectrum: A Spectral Filter for FC Induces a Pretraining Target for fMRI Encoders.42856428 · Marraffini, Giovanni, Shevchenko, Victoria, Barbano, Carlo Alberto et al.2026 · 0 citationsArXiv. 2026
Peaks2Image: Reconstructing fMRI maps from stereotactic coordinates to enhance cognitive meta-analysis.42769493 · Meudec, Raphaël, Dockès, Jérôme, Ghayem, Fateme et al.2026 · 0 citationsImaging neuroscience (Cambridge, Mass.). 2026;4
Whole-brain modeling of dynamic causal circuits in human cognition using amortized variational inference.42620179 · Lee, Byeongwook, Rouillard, Louis, Diniz, Leticia Levin et al.2026 · 0 citationsbioRxiv : the preprint server for biology. 2026
The Variance Brain Foundation Models Forgot: Third-Order Statistics Predict Cognition Where Billion-Parameter Models Fail2606.04010v1 · Giovanni Marraffini, Gabriel Mahuas, Trinidad Borrell et al.2026 · 0 citationsarXiv
NeuroConText: Contrastive learning for neuroscience meta-analysis with rich text representation.41852941 · Ghayem, Fateme, Meudec, Raphaël, Dockès, Jérôme et al.2026 · 1 citationImaging neuroscience (Cambridge, Mass.). 2026;4
The Brain Resection Multimodal Image Registration (ReMIND2Reg) 2025 Challenge2508.09649v2 · Reuben Dorent, Laura Rigolo, Colin P. Galvin et al.2025 · 1 citationarXiv
Brain-wide decoding of numbers and letters: Converging evidence from multivariate fMRI analysis and probabilistic meta-analysis.40580696 · Liu, Ruizhe, Chang, Hyesang, El-Said, Dawlat et al.2025 · 3 citationsCortex; a journal devoted to the study of the nervous system and behavior. 2025;189:256-274
A comparative machine learning study of schizophrenia biomarkers derived from functional connectivity.39843572 · Shevchenko, Victoria, Benn, R Austin, Scholz, Robert et al.2025 · 6 citationsScientific reports. 2025;15(1):2849
A function-based mapping of sensory integration along the cortical hierarchy.39613829 · Wei, Wei, Benn, R Austin, Scholz, Robert et al.2024 · 20 citationsCommunications biology. 2024;7(1):1593
The morphospace of the brain-cognition organisation.39349446 · Pacella, Valentina, Nozais, Victor, Talozzi, Lia et al.2024 · 7 citationsNature communications. 2024;15(1):8452
Deep multivariate autoencoder for capturing complexity in Brain Structure and Behaviour Relationships2409.01638v1 · Gabriela G'omez Jim'enez (MIND), Demian Wassermann (MIND)2024 · 0 citationsInternational Workshop on Computational Diffusion MRI (CDMRI) 2024, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Oct 2024, Marrakech (Morocco), France
Robust and highly scalable estimation of directional couplings from time-shifted signals2406.02545v2 · Louis Rouillard, Luca Ambrogioni, Demian Wassermann2024 · 1 citationarXiv
A Comparative Machine Learning Study of Connectivity-Based Biomarkers of Schizophrenia10.1101/2024.01.05.573898v1 · Shevchenko, V., Benn, R. A., Scholz, R. et al.2024 · 1 citationbioRxiv
A simulation-driven supervised learning framework to estimate brain microstructure using diffusion MRI.37827109 · Fang, Chengran, Yang, Zheyi, Wassermann, Demian et al.2023 · 8 citationsMedical image analysis. 2023;90:102979
PAVI: Plate-Amortized Variational Inference2308.16022v1 · Louis Rouillard, Alexandre Le Bris, Thomas Moreau et al.2023 · 0 citationsarXiv
Scalable Query Answering Under Uncertainty to Neuroscientific Ontological Knowledge: The NeuroLang Approach.36445568 · Zanitti, Gaston E, Soto, Yamil, Iovene, Valentin et al.2023 · 2 citationsNeuroinformatics. 2023;21(2):407-425
Meta-analysis of the functional neuroimaging literature with probabilistic logic programming.36371447 · Abdallah, Majd, Iovene, Valentin, Zanitti, Gaston et al.2022 · 4 citationsScientific reports. 2022;12(1):19431
Functional gradients in the human lateral prefrontal cortex revealed by a comprehensive coordinate-based meta-analysis.36169404 · Abdallah, Majd, Zanitti, Gaston E, Iovene, Valentin et al.2022 · 22 citationseLife. 2022;11
PAVI: Plate-Amortized Variational Inference2206.05111v1 · Louis Rouillard, Thomas Moreau (PARIETAL), Demian Wassermann (PARIETAL)2022 · 1 citationarXiv
Foundational Number Sense Training Gains Are Predicted by Hippocampal-Parietal Circuits.35410879 · Chang, Hyesang, Chen, Lang, Zhang, Yuan et al.2022 · 23 citationsThe Journal of neuroscience : the official journal of the Society for Neuroscience. 2022;42(19):4000-4015
Inverting brain grey matter models with likelihood-free inference: a tool for trustable cytoarchitecture measurements2111.08693v2 · Maeliss Jallais (PARIETAL), Pedro Luiz Coelho Rodrigues (STATIFY), Alexandre Gramfort (PARIETAL) et al.2021 · 7 citationsJournal of Machine Learning for Biomedical Imaging, Melba editors, 2022, pp.1-27
Inferring the Localization of White-Matter Tracts using Diffusion Driven Label Fusion2110.01225v1 · Guillermo Gallardo (IMPNSC, ATHENA), Gaston Zanitti (PARIETAL) et al.2021 · 0 citationsarXiv
Clinical Characteristics, Care Trajectories and Mortality Rate of SARS-CoV-2 Infected Cancer Patients: A Multicenter Cohort Study.34638235 · Benderra, Marc-Antoine, Aparicio, Ainhoa, Leblanc, Judith et al.2021 · 15 citationsCancers. 2021;13(19)
ADAVI: Automatic Dual Amortized Variational Inference Applied To Pyramidal Bayesian Models2106.12248v3 · Louis Rouillard (PARIETAL, CEA), Demian Wassermann (PARIETAL et al.2021 · 0 citationsICLR 2022, Apr 2022, Online, France
Complex Coordinate-Based Meta-Analysis with Probabilistic Programming2012.01303v2 · Valentin Iovene (NEUROSPIN, PARIETAL), Gaston Zanitti (NEUROSPIN et al.2020 · 0 citationsarXiv
PEP: Parameter Ensembling by Perturbation.36415583 · Mehrtash, Alireza, Abolmaesumi, Purang, Golland, Polina et al.2022 · 4 citationsAdvances in neural information processing systems. 2020;33:8895-8906
Towards linking diffusion MRI based macro- and microstructure measures with cortico-cortical transmission in brain tumor patients.33221443 · Filipiak, Patryk, Almairac, Fabien, Papadopoulo, Théodore et al.2021 · 11 citationsNeuroImage. 2021;226:117567
Machine learning based white matter models with permeability: An experimental study in cuprizone treated in-vivo mouse model of axonal demyelination.33035669 · Hill, Ioana, Palombo, Marco, Santin, Mathieu et al.2021 · 19 citationsNeuroImage. 2021;224:117425
International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium.32864472 · Brat, Gabriel A, Weber, Griffin M, Gehlenborg, Nils et al.2023 · 214 citationsNPJ digital medicine. 2020;3:109
Bridging the Gap: From Neuroanatomical Knowledge to Tractography of Brain Pathways10.1101/2020.08.01.232116v1 · Gallardo, G., Wassermann, D., Anwander, A.2020 · 5 citationsbioRxiv
Diffusion MRI simulation of realistic neurons with SpinDoctor and the Neuron Module.32730957 · Fang, Chengran, Nguyen, Van-Dang, Wassermann, Demian et al.2021 · 18 citationsNeuroImage. 2020;222:117198
Fine-grain atlases of functional modes for fMRI analysis.32673748 · Dadi, Kamalaker, Varoquaux, Gaël, Machlouzarides-Shalit, Antonia et al.2021 · 119 citationsNeuroImage. 2020;221:117126
Microstructural organization of human insula is linked to its macrofunctional circuitry and predicts cognitive control.32496190 · Menon, Vinod, Gallardo, Guillermo, Pinsk, Mark A et al.2021 · 76 citationseLife. 2020;9
New insights into the neural foundations mediating movement/language interactions gained from intrasurgical direct electrostimulations.32442815 · Rech, Fabien, Wassermann, Demian, Duffau, Hugues2020 · 15 citationsBrain and cognition. 2020;142:105583
SlicerDMRI: Diffusion MRI and Tractography Research Software for Brain Cancer Surgery Planning and Visualization.32216636 · Zhang, Fan, Noh, Thomas, Juvekar, Parikshit et al.2020 · 88 citationsJCO clinical cancer informatics. 2020;4:299-309
The visual word form area (VWFA) is part of both language and attention circuitry.31811149 · Chen, Lang, Wassermann, Demian, Abrams, Daniel A et al.2020 · 154 citationsNature communications. 2019;10(1):5601
The Dmipy Toolbox: Diffusion MRI Multi-Compartment Modeling and Microstructure Recovery Made Easy.31680924 · Fick, Rutger H J, Wassermann, Demian, Deriche, Rachid2020 · 89 citationsFrontiers in neuroinformatics. 2019;13:64
Portable simulation framework for diffusion MRI.31574354 · Nguyen, Van-Dang, Leoni, Massimiliano, Dancheva, Tamara et al.2020 · 10 citationsJournal of magnetic resonance (San Diego, Calif. : 1997). 2019;309:106611
Quantitative modeling links in vivo microstructural and macrofunctional organization of human and macaque insular cortex, and predicts cognitive control abilities10.1101/662601v2 · Menon, V., Gallardo, G., Pinsk, M. A. et al.2019 · 5 citationsbioRxiv
Reducing the number of samples in spatiotemporal dMRI acquisition design.30450755 · Filipiak, Patryk, Fick, Rutger, Petiet, Alexandra et al.2020 · 6 citationsMagnetic resonance in medicine. 2019;81(5):3218-3233
Text to brain: predicting the spatial distribution of neuroimaging observations from text reports1806.01139v3 · J'erome Dockes (PARIETAL), Demian Wassermann (PARIETAL), Russell Poldrack et al.2018 · 2 citationsMICCAI 2018 - 21st International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2018, Granada, Spain. pp.1-18, 2018
Genetic load determines atrophy in hand cortico-striatal pathways in presymptomatic Huntington's disease.29797744 · Hong, Yi, O'Donnell, Lauren J, Savadjiev, Peter et al.2019 · 16 citationsHuman brain mapping. 2018;39(10):3871-3883
A comparison of three fiber tract delineation methods and their impact on white matter analysis.29787865 · Sydnor, Valerie J, Rivas-Grajales, Ana María, Lyall, Amanda E et al.2019 · 43 citationsNeuroImage. 2018;178:318-331
Advances in computational and statistical diffusion MRI.29134716 · O'Donnell, Lauren J, Daducci, Alessandro, Wassermann, Demian et al.2019 · 32 citationsNMR in biomedicine. 2019;32(4):e3805
SlicerDMRI: Open Source Diffusion MRI Software for Brain Cancer Research.29092950 · Norton, Isaiah, Essayed, Walid Ibn, Zhang, Fan et al.2017 · 123 citationsCancer research. 2017;77(21):e101-e103
Non-parametric graphnet-regularized representation of dMRI in space and time.28982075 · Fick, Rutger H J, Petiet, Alexandra, Santin, Mathieu et al.2018 · 9 citationsMedical image analysis. 2018;43:37-53
AxTract: Toward microstructure informed tractography.28766853 · Girard, Gabriel, Daducci, Alessandro, Petit, Laurent et al.2018 · 62 citationsHuman brain mapping. 2017;38(11):5485-5500
Groupwise structural parcellation of the whole cortex: A logistic random effects model based approach.28161314 · Gallardo, Guillermo, Wells, William, Deriche, Rachid et al.2018 · 17 citationsNeuroImage. 2018;170:307-320
Probabilistic Diffeomorphic Registration: Representing Uncertainty1701.03266v1 · Demian Wassermann (ATHENA), Matt Toews, Marc Niethammer et al.2017 · 14 citationsBiomedical Image Registration, 2014, London, United Kingdom. pp.72 - 82, 2014
Extracting the Groupwise Core Structural Connectivity Network: Bridging Statistical and Graph-Theoretical Approaches1701.01311v3 · Nahuel Lascano (ATHENA), Guillermo Gallardo (ATHENA), Rachid Deriche (ATHENA) et al.2017 · 1 citationarXiv
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