A

Machine learning-augmented and microspectroscopy-informed multiparametric MRI for the non-invasive prediction of articular cartilage composition

Osteoarthritis and Cartilage, vol. 29, pp. 592–602

Authors 9

  1. Kevin Linka corresponding

    Hamburg University of Technology

    Affiliation as printed

    Institute of Continuum and Materials Mechanics, Hamburg University of Technology, Hamburg, 21073, Germany. Electronic address: kevin.linka@tuhh.de

    Institute of Continuum and Materials Mechanics, Hamburg University of Technology, Hamburg, 21073, Germany

  2. Universitätsklinikum Aachen · RWTH Aachen University

    Affiliation as printed

    Department of Diagnostic and Interventional Radiology, Aachen University Hospital, Aachen, 52074, Germany. Electronic address: jthuering@ukaachen.de

    Department of Diagnostic and Interventional Radiology, Aachen University Hospital, Aachen, 52074, Germany

  3. Lassi Rieppo corresponding

    University of Oulu

    Affiliation as printed

    Research Unit of Medical Imaging, Physics and Technology, Faculty of Medicine, University of Oulu, Finland. Electronic address: lassi.rieppo@oulu.fi

    Research Unit of Medical Imaging, Physics and Technology, Faculty of Medicine, University of Oulu, Finland

  4. Roland Can Aydin corresponding

    Helmholtz-Zentrum Hereon

    Affiliation as printed

    Institute of Materials Research, Materials Mechanics, Helmholtz-Zentrum Geesthacht, Geesthacht, Germany. Electronic address: Roland.Aydin@hzg.de

    Institute of Materials Research, Materials Mechanics, Helmholtz-Zentrum Geesthacht, Geesthacht, Germany

  5. Christian Johannes Cyron corresponding

    Helmholtz-Zentrum Hereon · Hamburg University of Technology

    Affiliation as printed

    Institute of Continuum and Materials Mechanics, Hamburg University of Technology, Hamburg, 21073, Germany; Institute of Materials Research, Materials Mechanics, Helmholtz-Zentrum Geesthacht, Geesthacht, Germany. Electronic address: christian.cyron@tuhh.de

    Institute of Continuum and Materials Mechanics, Hamburg University of Technology, Hamburg, 21073, Germany

    Institute of Materials Research, Materials Mechanics, Helmholtz-Zentrum Geesthacht, Geesthacht, Germany

  6. Universitätsklinikum Aachen · RWTH Aachen University

    Affiliation as printed

    Department of Diagnostic and Interventional Radiology, Aachen University Hospital, Aachen, 52074, Germany. Electronic address: ckuhl@ukaachen.de

    Department of Diagnostic and Interventional Radiology, Aachen University Hospital, Aachen, 52074, Germany

  7. RWTH Aachen University

    Affiliation as printed

    Institute of Imaging and Computer Vision, RWTH Aachen University, Aachen, 52074, Germany. Electronic address: dorit.merhof@lfb.rwth-aachen.de

    Institute of Imaging and Computer Vision, RWTH Aachen University, Aachen, 52074, Germany

  8. Universitätsklinikum Aachen · RWTH Aachen University

    Affiliation as printed

    Department of Diagnostic and Interventional Radiology, Aachen University Hospital, Aachen, 52074, Germany; Institute of Imaging and Computer Vision, RWTH Aachen University, Aachen, 52074, Germany. Electronic address: dtruhn@ukaachen.de

    Department of Diagnostic and Interventional Radiology, Aachen University Hospital, Aachen, 52074, Germany

    Institute of Imaging and Computer Vision, RWTH Aachen University, Aachen, 52074, Germany

  9. Sven Nebelung corresponding

    Heinrich Heine University Düsseldorf

    Affiliation as printed

    Department of Diagnostic and Interventional Radiology, Medical Faculty, University of Dusseldorf, 40225, Dusseldorf, Germany. Electronic address: snebelung@ukaachen.de

    Department of Diagnostic and Interventional Radiology, Medical Faculty, University of Dusseldorf, 40225, Dusseldorf, Germany

Cited by 23 stored of 23

References 42