Speed and efficiency: evaluating pulmonary nodule detection with AI-enhanced 3D gradient echo imaging.

Journal: European radiology
Published Date:

Abstract

OBJECTIVES: Evaluating the diagnostic feasibility of accelerated pulmonary MR imaging for detection and characterisation of pulmonary nodules with artificial intelligence-aided compressed sensing.

Authors

  • Sebastian Ziegelmayer
    Department of Diagnostic and Interventional Radiology, School of Medicine, Technical University of Munich, Munich, Germany.
  • Alexander W Marka
    Department of Diagnostic and Interventional Radiology, Klinikum Rechts Der Isar, School of Medicine, Technical University of Munich, Institut für diagnostische und interventionelle Radiologie, Ismaninger Str. 22, 81675, Munich, Germany. alexander.marka@tum.de.
  • Maximilian Strenzke
    Department of Diagnostic and Interventional Radiology, School of Medicine & Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.
  • Tristan Lemke
    Institute of Diagnostic and Interventional Radiology, Technical University of Munich, School of Medicine, Munich, Germany.
  • Hannah Rosenkranz
    Department of Diagnostic and Interventional Radiology, School of Medicine & Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.
  • Bernadette Scherer
    Department of Diagnostic and Interventional Radiology, School of Medicine & Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.
  • Thomas Huber
  • Kilian Weiss
    Philips GmbH, Röntgenstrasse 22, 22335, Hamburg, Germany.
  • Marcus R Makowski
    School of Medicine and Health, Department of Diagnostic and Interventional Radiology, Klinikum rechts der Isar, TUM University Hospital, Technical University of Munich, Munich, Germany.
  • Dimitrios C Karampinos
    Department of Radiology, Klinikum Rechts der Isar, Technische Universität München, Ismaninger Straße 22, 81675, Munich, Germany.
  • Markus Gräf
    Department of Internal Medicine 3, Friedrich-Alexander-University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany.
  • Joshua Gawlitza
    Department for Cardiothoracic Imaging, Clinic for Diagnostic and Interventional Radiology, Saarland University Medical Center, Homburg, Germany.