Deep learning-based acceleration of muscle water T2 mapping in patients with neuromuscular diseases by more than 50% - translating quantitative MRI from research to clinical routine

• Joachim Schmitt,

  Roles Data curation, Formal analysis, Investigation, Methodology, Visualization, Writing – original draft

  Affiliation Department of Diagnostic and Interventional Neuroradiology, School of Medicine and Health, TUM Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany

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• Dominik Weidlich,

  Roles Methodology, Resources, Software, Supervision, Writing – review & editing

  Affiliation Department of Diagnostic and Interventional Radiology, School of Medicine and Health, TUM Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany

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• Kilian Weiss,

  Roles Conceptualization, Data curation, Methodology, Project administration, Resources, Software, Supervision, Writing – review & editing

  Affiliation Philips GmbH, Hamburg, Germany

  https://orcid.org/0000-0003-4295-4585

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• Jonathan Stelter,

  Roles Methodology, Resources, Software, Writing – review & editing

  Affiliation Department of Diagnostic and Interventional Radiology, School of Medicine and Health, TUM Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany

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• Federica Montagnese,

  Roles Conceptualization, Data curation, Resources, Writing – review & editing

  Affiliation Department of Neurology, Friedrich-Baur-Institute, LMU Munich, Munich, Germany

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• Marcus Deschauer,

  Roles Conceptualization, Resources, Supervision, Writing – review & editing

  Affiliation Department of Neurology, School of Medicine and Health, TUM Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany

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• Benedikt Schoser,

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliation Department of Neurology, Friedrich-Baur-Institute, LMU Munich, Munich, Germany

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• Claus Zimmer,

  Roles Funding acquisition, Supervision, Writing – review & editing

  Affiliation Department of Diagnostic and Interventional Neuroradiology, School of Medicine and Health, TUM Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany

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• Dimitrios C. Karampinos,

  Roles Conceptualization, Methodology, Resources, Software, Supervision, Writing – review & editing

  Affiliation Department of Diagnostic and Interventional Radiology, School of Medicine and Health, TUM Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany

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• Jan S. Kirschke,

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliation Department of Diagnostic and Interventional Neuroradiology, School of Medicine and Health, TUM Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany

  https://orcid.org/0000-0002-7557-0003

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• Sarah Schlaeger

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft

  * E-mail: sarah.schlaeger@tum.de

  Affiliations Department of Diagnostic and Interventional Neuroradiology, School of Medicine and Health, TUM Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany, Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany.

  https://orcid.org/0000-0002-2736-9225

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