Machine learning-based pipeline for automated intracerebral hemorrhage and drain detection, quantification, and classification in non-enhanced CT images (NeuroDrAIn)

• Samer Elsheikh ,

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

  * E-mail: samer.elsheikh@uniklinik-freiburg.de

  Affiliation Department of Neuroradiology, Medical Center–University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany

  https://orcid.org/0000-0002-3796-5709

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• Ahmed Elbaz,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Neuroradiology, Medical Center–University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany

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• Alexander Rau,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Neuroradiology, Medical Center–University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany

  https://orcid.org/0000-0001-5881-6043

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• Theo Demerath,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Neuroradiology, Medical Center–University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany

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• Elias Kellner,

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

  Affiliation Medical Physics, Department of Diagnostic and Interventional Radiology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany

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• Ralf Watzlawick,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Neurosurgery, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany

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• Urs Würtemberger,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Neuroradiology, Medical Center–University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany

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• Horst Urbach,

  Roles Data curation, Methodology, Writing – review & editing

  Affiliation Department of Neuroradiology, Medical Center–University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany

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• Marco Reisert

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

  Affiliations Medical Physics, Department of Diagnostic and Interventional Radiology, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany, Department of Stereotactic and Functional Neurosurgery, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany

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