Efficient, high-performance semantic segmentation using multi-scale feature extraction

• Moritz Knolle ,

  Contributed equally to this work with: Moritz Knolle, Georgios Kaissis

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

  Affiliations Department of Diagnostic and Interventional Radiology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany, Institute for Artificial Intelligence and Informatics in Medicine, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany

  https://orcid.org/0000-0002-3065-2363

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• Georgios Kaissis ,

  Contributed equally to this work with: Moritz Knolle, Georgios Kaissis

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

  Affiliations Department of Diagnostic and Interventional Radiology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany, Institute for Artificial Intelligence and Informatics in Medicine, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany, OpenMined, Department of Computing, Imperial College London, London, United Kingdom

  https://orcid.org/0000-0001-8382-8062

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• Friederike Jungmann,

  Roles Data curation, Investigation, Methodology, Writing – original draft, Writing – review & editing

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

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• Sebastian Ziegelmayer,

  Roles Data curation, Writing – review & editing

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

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• Daniel Sasse,

  Roles Data curation, Writing – review & editing

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

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• Marcus Makowski,

  Roles Supervision, Writing – review & editing

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

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• Daniel Rueckert,

  Roles Project administration, Resources, Supervision, Writing – review & editing

  Affiliations Institute for Artificial Intelligence and Informatics in Medicine, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany, Department of Computing, Imperial College London, London, United Kingdom

  https://orcid.org/0000-0002-5683-5889

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• Rickmer Braren

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

  * E-mail: rbraren@tum.de

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

  https://orcid.org/0000-0001-6039-6957

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