Fast machine learning image reconstruction of radially undersampled k-space data for low-latency real-time MRI

• Johanna Topalis,

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

  Affiliations Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany, relAI – Konrad Zuse School of Excellence in Reliable AI, Garching, Germany, Munich Center for Machine Learning (MCML), Munich, Germany

  https://orcid.org/0000-0002-8623-8110

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• Jakob Dexl,

  Roles Methodology, Writing – review & editing

  Affiliations Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany, Munich Center for Machine Learning (MCML), Munich, Germany

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• Katharina Jeblick,

  Roles Methodology, Writing – review & editing

  Affiliations Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany, Munich Center for Machine Learning (MCML), Munich, Germany

  https://orcid.org/0000-0002-8678-7152

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• Rabea Klaar,

  Roles Data curation, Methodology, Writing – review & editing

  Affiliations Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany, Comprehensive Pneumology Center (CPC-M), Member of the German Center for Lung Research (DZL), Munich, Germany

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• Christopher Kurz,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Radiation Oncology, LMU University Hospital, LMU Munich, Munich, Germany

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• Timo Löhr,

  Roles Methodology, Writing – review & editing

  Affiliations Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany, Munich Center for Machine Learning (MCML), Munich, Germany, Department of Informatics, LMU Munich, Munich, Germany

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• Andreas Mittermeier,

  Roles Methodology, Writing – review & editing

  Affiliations Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany, Munich Center for Machine Learning (MCML), Munich, Germany

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• Balthasar Schachtner,

  Roles Methodology, Writing – review & editing

  Affiliations Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany, Munich Center for Machine Learning (MCML), Munich, Germany

  https://orcid.org/0000-0002-8712-3948

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• Anna Theresa Stüber,

  Roles Methodology, Writing – review & editing

  Affiliations Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany, Munich Center for Machine Learning (MCML), Munich, Germany, Department of Statistics, LMU Munich, Munich, Germany

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• Tobias Weber,

  Roles Methodology, Writing – review & editing

  Affiliations Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany, Munich Center for Machine Learning (MCML), Munich, Germany, Department of Statistics, LMU Munich, Munich, Germany

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• Philipp Wesp,

  Roles Methodology, Writing – review & editing

  Affiliations Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany, Munich Center for Machine Learning (MCML), Munich, Germany

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• Jens Ricke,

  Roles Resources, Writing – review & editing

  Affiliation Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany

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• Max Seidensticker,

  Roles Resources, Writing – review & editing

  Affiliation Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany

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• Guillaume Landry,

  Roles Resources, Writing – review & editing

  Affiliations Department of Radiation Oncology, LMU University Hospital, LMU Munich, Munich, Germany, Bavarian Cancer Research Center (BZKF), Munich, Germany, German Cancer Consortium (DKTK), Partner Site Munich, A Partnership Between DKFZ and LMU University Hospital Munich, Munich, Germany

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• Michael Ingrisch,

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

  Affiliations Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany, relAI – Konrad Zuse School of Excellence in Reliable AI, Garching, Germany, Munich Center for Machine Learning (MCML), Munich, Germany

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•  [ ... ],
• Olaf Dietrich

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Software, Supervision, Writing – review & editing

  * E-mail: olaf.dietrich@med.uni-muenchen.de

  Affiliation Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany

  https://orcid.org/0000-0001-6182-5039

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