ArticleArXiv2026
GOUHFI 2.0: A Next-Generation Toolbox for Brain Segmentation and Cortex Parcellation at Ultra-High Field MRI.
Marc-Antoine Fortin, Anne Louise Kristoffersen, Kjersti Eline Stige, Nicolas Kunath, Charalampos Tzoulis, Pål Erik Goa
Abstract readPreprint
In one paragraphArticle in ArXiv, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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What it found
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2 · The registryThe trial behind it
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3 · Its place in the literatureWho cites it
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4 · The recordCorrections and comments
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5 · Who and what moneyAuthors and funding
6 authors.
Marc-Antoine FortinDepartment of Physics, Norwegian University of Science and Technology, Trondheim, Norway.
Anne Louise KristoffersenDepartment of Physics, Norwegian University of Science and Technology, Trondheim, Norway.
Kjersti Eline StigeDepartment of Neurology and Clinical Neurophysiology, St. Olavs Hospital HF, Trondheim, Norway.
Nicolas KunathDepartment of Neurology and Clinical Neurophysiology, St. Olavs Hospital HF, Trondheim, Norway.
Charalampos TzoulisNeuro-SysMed Center for Clinical Treatment Research, Department of Neurology, Haukeland University Hospital, 5021 Bergen, Norway.
Pål Erik GoaDepartment of Physics, Norwegian University of Science and Technology, Trondheim, Norway.
Funding
Smartphone-Based "Burst" Cognitive AssessmentsP01AG003991 · NIA · WASHINGTON UNIVERSITY · PI JOHN MORRIS · 1985 to 2026
$69.5MWASHINGTON UNIVERSITY ALZHEIMERS DISEASE RESEARCH CENTERP50AG005681 · NIA · WASHINGTON UNIVERSITY · PI MORRIS, JOHN · 1985 to 2019
$52.1MThe natural history of AB accumulation in preclinical ADP01AG026276 · NIA · WASHINGTON UNIVERSITY · PI MORRIS, JOHN · 2005 to 2025
$49.5MMapping the Human Connectome: Structure, Function, and HeritabilityU54MH091657 · NIMH · WASHINGTON UNIVERSITY · PI UGURBIL, KAMIL, VAN ESSEN, DAVID C · 2010 to 2014
$34.7MMORPHOMETRY BIOMEDICAL INFORMATICS RESEARCH NETWORKU24RR021382 · NCRR · MASSACHUSETTS GENERAL HOSPITAL · PI ROSEN, BRUCE R · 2004 to 2008
$24.1MSTRUCTURE, FUNCTION AND COGNITION IN SCHIZOPHRENIAP50MH071616 · NIMH · WASHINGTON UNIVERSITY · PI BARCH, DEANNA · 2004 to 2008
$11.2MFunctional-anatomic exploration of cognitive controlR01AG021910 · NIA · WASHINGTON UNIVERSITY · PI BUCKNER, RANDY L · 2005 to 2009
$1.2MNCRR NIH HHS U24 RR021382NIA NIH HHS P01 AG003991NIA NIH HHS P01 AG026276NIA NIH HHS P50 AG005681NIA NIH HHS R01 AG021910NIMH NIH HHS P50 MH071616NIMH NIH HHS U54 MH091657
6 · The paper itselfAbstract
Despite Ultra-High Field MRI (UHF-MRI) being increasingly used in large-scale neuroimaging studies, automatic segmentation and parcellation remain challenging due to signal inhomogeneities, varying contrast and resolution, and the lack of tools optimized for UHF-MRI. Traditional software packages such as
Indexed as
Brain SegmentationCortex ParcellationDeep LearningDomain RandomizationNeuroimagingUHF-MRIVolumetry
Identifiers
PMID41647239
PMCPMC12869423
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