Application of machine learning algorithms for multiparametric MRI-based evaluation of murine colitis

• Stephan Ellmann ,

  Contributed equally to this work with: Stephan Ellmann, Victoria Langer

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: stephan.ellmann@uk-erlangen.de

  Affiliation Institute of Radiology, University Hospital Erlangen, Maximiliansplatz 1, Erlangen, Germany

  http://orcid.org/0000-0003-2737-5526

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• Victoria Langer ,

  Contributed equally to this work with: Stephan Ellmann, Victoria Langer

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Division of Molecular and Experimental Surgery, Translational Research Center Erlangen, Department of Surgery, Erlangen, Germany

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• Nathalie Britzen-Laurent,

  Roles Funding acquisition, Supervision, Writing – review & editing

  Affiliation Division of Molecular and Experimental Surgery, Translational Research Center Erlangen, Department of Surgery, Erlangen, Germany

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• Kai Hildner,

  Roles Funding acquisition, Investigation, Writing – review & editing

  Affiliation Department of Medicine 1, University Hospital Erlangen, Kussmaul Campus for Medical Research, Erlangen, Germany

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• Carina Huber,

  Roles Investigation, Methodology, Writing – review & editing

  Affiliation Department of Medicine 1, University Hospital Erlangen, Kussmaul Campus for Medical Research, Erlangen, Germany

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• Philipp Tripal,

  Roles Methodology, Writing – review & editing

  Affiliation Optical Imaging Center Erlangen (OICE), Friedrich-Alexander-University Erlangen-Nuremberg (FAU), Erlangen, Germany

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• Lisa Seyler,

  Roles Methodology, Writing – review & editing

  Affiliation Institute of Radiology, University Hospital Erlangen, Maximiliansplatz 1, Erlangen, Germany

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• Maximilian Waldner,

  Roles Investigation, Methodology, Writing – review & editing

  Affiliation Department of Medicine 1, University Hospital Erlangen, Kussmaul Campus for Medical Research, Erlangen, Germany

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• Michael Uder,

  Roles Conceptualization, Funding acquisition, Resources, Writing – review & editing

  Affiliation Institute of Radiology, University Hospital Erlangen, Maximiliansplatz 1, Erlangen, Germany

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• Michael Stürzl,

  Roles Conceptualization, Funding acquisition, Project administration, Supervision, Writing – review & editing

  Affiliation Division of Molecular and Experimental Surgery, Translational Research Center Erlangen, Department of Surgery, Erlangen, Germany

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• Tobias Bäuerle

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Institute of Radiology, University Hospital Erlangen, Maximiliansplatz 1, Erlangen, Germany

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