Deep Learning CAIPIRINHA-VIBE Improves and Accelerates Head and Neck MRI.

Journal: Academic radiology
Published Date:

Abstract

RATIONALE AND OBJECTIVES: The aim of this study was to evaluate image quality for contrast-enhanced (CE) neck MRI with a deep learning-reconstructed VIBE sequence with acceleration factors (AF) 4 (DL4-VIBE) and 6 (DL6-VIBE).

Authors

  • Leila Vivien Nitschke
    Department of Radiology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany (L.V.N., M.L., T.U., D.D., D.G., F.K., M.W., T.W.R.).
  • Markus Lerchbaumer
    Department of Radiology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany (L.V.N., M.L., T.U., D.D., D.G., F.K., M.W., T.W.R.).
  • Tugce Ulas
    Department of Radiology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany (L.V.N., M.L., T.U., D.D., D.G., F.K., M.W., T.W.R.).
  • Dominik Deppe
    Department of Radiology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany (L.V.N., M.L., T.U., D.D., D.G., F.K., M.W., T.W.R.).
  • Dominik Nickel
    MR Applications Predevelopment, Siemens Healthcare GmbH, Erlangen, Germany.
  • Dominik Geisel
    Department of Radiology, Charité - Universitätsmedizin Berlin, Berlin, Germany.
  • Felix Kubicka
    Department of Radiology, Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, Charitéplatz 1, 10117 Berlin, Germany.
  • Moritz Wagner
    Department of Radiology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Charitéplatz 1, 10117, Berlin, Germany.
  • Thula Walter-Rittel
    Department of Radiology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany (L.V.N., M.L., T.U., D.D., D.G., F.K., M.W., T.W.R.). Electronic address: thula.walter-rittel@charite.de.

Keywords

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