Segmenting white matter hyperintensities on isotropic three-dimensional Fluid Attenuated Inversion Recovery magnetic resonance images: Assessing deep learning tools on a Norwegian imaging database

• Martin Soria Røvang ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Software, Supervision, Validation, Visualization

  * E-mail: roevma@ous-hf.no

  Affiliations Division of Medicine and Laboratory Sciences, University of Oslo, Oslo, Norway, Division of Radiology and Nuclear Medicine, Computational Radiology & Artificial Intelligence (CRAI), Oslo University Hospital, Oslo, Norway

  https://orcid.org/0000-0002-8890-1561

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• Per Selnes,

  Roles Data curation, Writing – review & editing

  Affiliations Department of Neurology, Akershus University Hospital, Lørenskog, Norway, Institute of Clinical Medicine, Campus Ahus, University of Oslo, Oslo, Norway

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• Bradley J. MacIntosh,

  Roles Writing – review & editing

  Affiliations Division of Radiology and Nuclear Medicine, Computational Radiology & Artificial Intelligence (CRAI), Oslo University Hospital, Oslo, Norway, Department of Medical Biophysics, University of Toronto, Toronto, Canada, Sandra Black Centre for Brain Resilience & Recovery, Hurvitz Brain Sciences Program, Physical Sciences Platform, Sunnybrook Research Institute, Toronto, Canada

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• Inge Rasmus Groote,

  Roles Writing – review & editing

  Affiliations Division of Radiology and Nuclear Medicine, Computational Radiology & Artificial Intelligence (CRAI), Oslo University Hospital, Oslo, Norway, Department of Radiology, Vestfold Hospital Trust, Tønsberg, Norway

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• Lene Pålhaugen,

  Roles Writing – review & editing

  Affiliations Department of Neurology, Akershus University Hospital, Lørenskog, Norway, Institute of Clinical Medicine, Campus Ahus, University of Oslo, Oslo, Norway

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• Carole Sudre,

  Roles Formal analysis, Software, Writing – review & editing

  Affiliations Center for the Study of Human Cognition, Department of Psychology, University of Oslo, Oslo, Norway, Centre for Medical Image Computing, University College London, London, United Kingdom, School of Biomedical Engineering & Imaging Sciences, King’s College London, London, United Kingdom

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• Tormod Fladby,

  Roles Funding acquisition, Methodology, Project administration, Writing – review & editing

  Affiliations Department of Neurology, Akershus University Hospital, Lørenskog, Norway, Institute of Clinical Medicine, Campus Ahus, University of Oslo, Oslo, Norway

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• Atle Bjørnerud

  Roles Writing – review & editing

  Affiliations Division of Radiology and Nuclear Medicine, Computational Radiology & Artificial Intelligence (CRAI), Oslo University Hospital, Oslo, Norway, Center for the Study of Human Cognition, Department of Psychology, University of Oslo, Oslo, Norway, Department of Physics, University of Oslo, Oslo, Norway

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