Model-inferred mechanisms of liver function from magnetic resonance imaging data: Validation and variation across a clinically relevant cohort

• Mikael F. Forsgren ,

  Contributed equally to this work with: Mikael F. Forsgren, Markus Karlsson

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Writing – original draft, Writing – review & editing

  Affiliations Wolfram MathCore AB and Department of Medical and Health Sciences, Linköping University, Linköping, Sweden, Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden

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• Markus Karlsson ,

  Contributed equally to this work with: Mikael F. Forsgren, Markus Karlsson

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Writing – original draft, Writing – review & editing

  Affiliations Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden, Department of Medical and Health Sciences, Linköping University, Linköping, Sweden

  http://orcid.org/0000-0002-9876-8274

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• Olof Dahlqvist Leinhard,

  Roles Conceptualization, Formal analysis, Methodology, Writing – original draft, Writing – review & editing

  Affiliations Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden, Department of Medical and Health Sciences, Linköping University, Linköping, Sweden

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• Nils Dahlström,

  Roles Formal analysis, Methodology, Writing – original draft, Writing – review & editing

  Affiliations Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden, Department of Radiology, Department of Medical and Health Sciences, Linköping University, Linköping, Sweden

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• Bengt Norén,

  Roles Formal analysis, Methodology, Writing – original draft, Writing – review & editing

  Affiliation Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden

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• Thobias Romu,

  Roles Formal analysis, Methodology

  Affiliations Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden, Department of Biomedical Engineering, Linköping University, Linköping, Sweden

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• Simone Ignatova,

  Roles Formal analysis

  Affiliation Department of Clinical Pathology and Clinical Genetics, Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden

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• Mattias Ekstedt,

  Roles Data curation, Formal analysis, Writing – original draft, Writing – review & editing

  Affiliation Department of Gastroenterology and Hepatology, Department of Medical and Health Sciences, Linköping University, Linköping, Sweden

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• Stergios Kechagias,

  Roles Conceptualization, Data curation, Formal analysis, Writing – original draft, Writing – review & editing

  Affiliation Department of Gastroenterology and Hepatology, Department of Medical and Health Sciences, Linköping University, Linköping, Sweden

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• Peter Lundberg ,

  Roles Conceptualization, Formal analysis, Funding acquisition, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: peter.lundberg@liu.se (PL); gunnar.cedersund@liu.se (GC)

  ¶‡ PL and GC also contributed equally to this work.

  Affiliations Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden, Department of Radiation Physics, Department of Medical and Health Sciences, Linköping University, Linköping, Sweden

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• Gunnar Cedersund

  Roles Conceptualization, Formal analysis, Methodology, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: peter.lundberg@liu.se (PL); gunnar.cedersund@liu.se (GC)

  ¶‡ PL and GC also contributed equally to this work.

  Affiliations Department of Biomedical Engineering, Linköping University, Linköping, Sweden, Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden

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