Author

Gaultier Marnat

Centre Hospitalier Universitaire de BordeauxORCID 0000-0002-7611-7753Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1 Pathology· 1

Signature Assays, Organisms & Methods

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Assay:imaging· 2 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Igor SiboniD· 2 shared Michel Thiebaut de SchotteniD· 2 shared Thomas TourdiasiD· 2 shared Adam HilbertiD· 1 shared Alexander Koch· 1 shared Anna MatsulevitsiD· 1 shared Bailiang CheniD· 1 shared Bertrand LapergueiD· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 33 mutual co-author links

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2 shared papersNeuroscience

Igor SibonORCID

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2 papers

Recent·Most cited

NeuroscienceStrokePeer-reviewedJun 18, 2026

Generating Synthetic MR Perfusion Maps from DWI and FLAIR in Acute Ischemic Stroke: Development and External Validation of a Deep Learning Model

Anna Matsulevits, Alexander Koch, Clara Mahe-Verdure…·Thomas Tourdias

This paper develops and validates a deep learning model to generate synthetic T-max perfusion maps from non-contrast MRI data in acute stroke patients.

DOI 10.1161/strokeaha.126.055813

imagingdeep learning

𝕏 PostBluesky

PathologyNeurologyPeer-reviewedMay 30, 2024

Dynamic evolution of infarct volumes at MRI in ischemic stroke due to large vessel occlusion

Fanny Munsch, David Planes, Hikaru Fukutomi…·for the FRAME and ETIS investigators

This study identifies three infarct growth phenotypes in ischemic stroke patients based on MRI data and shows they predict 3-month clinical outcomes.

10 citations

humanimaging

𝕏 PostBluesky