Accelerating breast MRI acquisition with generative AI models.

Journal: European radiology
Published Date:

Abstract

OBJECTIVES: To investigate the use of the score-based diffusion model to accelerate breast MRI reconstruction.

Authors

  • Augustine Okolie
    Department of Radiology, University Hospital RWTH Aachen, Aachen, Germany. austinefrank14@gmail.com.
  • Timm Dirrichs
    Department of Radiology, University Hospital RWTH Aachen, Aachen, Germany.
  • Luisa Charlotte Huck
    Department of Radiology, University Hospital RWTH Aachen, Aachen, Germany.
  • Sven Nebelung
    Department of Diagnostic and Interventional Radiology, University Hospital Düsseldorf, Düsseldorf, Germany (J.S., D.B.A., S.N.); Institute of Computer Vision and Imaging, RWTH University Aachen, Pauwelsstrasse 30, 52072 Aachen, Germany (J.S., D.M.); Department of Diagnostic and Interventional Radiology, University Hospital Aachen, Aachen, Germany (D.T., M.P., F.M., C.K., S.N.); and Faculty of Mathematics and Natural Sciences, Institute of Informatics, Heinrich Heine University Düsseldorf, Düsseldorf, Germany (S.C.).
  • Soroosh Tayebi Arasteh
    Department of Radiology, University Hospital RWTH Aachen, Aachen, Germany.
  • Teresa Nolte
    Department of Radiology, University Hospital RWTH Aachen, Aachen, Germany.
  • Tianyu Han
    Physics of Molecular Imaging Systems, Experimental Molecular Imaging, RWTH Aachen University, Aachen, Germany. tianyu.han@pmi.rwth-aachen.de.
  • Christiane Katharina Kuhl
    Department of Radiology, University Hospital RWTH Aachen, Aachen, Germany.
  • Daniel Truhn
    Department of Diagnostic and Interventional Radiology, University Hospital Düsseldorf, Düsseldorf, Germany (J.S., D.B.A., S.N.); Institute of Computer Vision and Imaging, RWTH University Aachen, Pauwelsstrasse 30, 52072 Aachen, Germany (J.S., D.M.); Department of Diagnostic and Interventional Radiology, University Hospital Aachen, Aachen, Germany (D.T., M.P., F.M., C.K., S.N.); and Faculty of Mathematics and Natural Sciences, Institute of Informatics, Heinrich Heine University Düsseldorf, Düsseldorf, Germany (S.C.).