Deep Learning in Knee MRI: A Prospective Study to Enhance Efficiency, Diagnostic Confidence and Sustainability.

Abstract

Authors

• Philipp Reschke
  Goethe University Hospital Frankfurt, Frankfurt am Main, Germany.
• Jennifer Gotta
  Goethe University Hospital Frankfurt, Frankfurt am Main, Germany. jennifergotta@aol.com.
• Leon D Gruenewald
  Division of Experimental Imaging, Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Frankfurt am Main, Germany.
• Ahmed Ait Bachir
  Goethe University Hospital Frankfurt, Department of Radiology, Frankfurt am Main, Germany (P.R., J.G., L.D.G., A.A.B., C.B., S.S.M., J.E.S., T.D., D.D., L.A.S., P.K., S.M., S.B., S.A.S., Q.A.L.H., K.E., T.J.V., V.K.).
• Ralph Strecker
  EMEA Scientific Partnerships, Siemens Healthcare GmbH, Erlangen, Germany.
• Dominik Nickel
  MR Applications Predevelopment, Siemens Healthcare GmbH, Erlangen, Germany.
• Christian Booz
  Division of Experimental Imaging, Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Theodor-Stern-Kai 7, 60590, Frankfurt am Main, Germany. experimentalimaging@gmail.com.
• Simon S Martin
  Division of Cardiovascular Imaging, Department of Radiology and Radiological Science, Medical University of South Carolina, Ashley River Tower, 25 Courtenay Dr, Charleston, SC 29425-2260 (S.S.M., D.M., M.v.A., C.N.D.C., R.R.B., C.T., A.V.S., A.M.F., B.E.J., L.P.G., U.J.S.); Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Frankfurt, Germany (S.S.M., T.J.V.); Stanford University School of Medicine, Department of Radiology, Stanford, Calif (D.M.); Division of Cardiothoracic Imaging, Nuclear Medicine and Molecular Imaging, Department of Radiology and Imaging Sciences, Emory University, Atlanta, Ga (C.N.D.C.); Division of Cardiology, Department of Medicine, Medical University of South Carolina, Charleston, SC (R.R.B.); Department of Cardiology and Intensive Care Medicine, Heart Center Munich-Bogenhausen, Munich, Germany (C.T.); Department of Cardiology, Munich University Clinic, Ludwig-Maximilians-University, Munich, Germany (C.T.); Siemens Medical Solutions USA, Malvern, Pa (P.S.); and Department of Emergency Medicine, Medical University of South Carolina, Charleston, SC (A.J.M.).
• Jan-Erik Scholtz
  Cardiovascular Imaging Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
• Tommaso D'Angelo
  Department of Biomedical Sciences and Morphological and Functional Imaging, University of Messina, Messina, Italy.
• Daniel Dahm
  Goethe University Hospital Frankfurt, Department of Radiology, Frankfurt am Main, Germany (P.R., J.G., L.D.G., A.A.B., C.B., S.S.M., J.E.S., T.D., D.D., L.A.S., P.K., S.M., S.B., S.A.S., Q.A.L.H., K.E., T.J.V., V.K.).
• Levent A Solim
  Goethe University Hospital Frankfurt, Department of Radiology, Frankfurt am Main, Germany (P.R., J.G., L.D.G., A.A.B., C.B., S.S.M., J.E.S., T.D., D.D., L.A.S., P.K., S.M., S.B., S.A.S., Q.A.L.H., K.E., T.J.V., V.K.).
• Paul Konrad
  Goethe University Hospital Frankfurt, Department of Radiology, Frankfurt am Main, Germany (P.R., J.G., L.D.G., A.A.B., C.B., S.S.M., J.E.S., T.D., D.D., L.A.S., P.K., S.M., S.B., S.A.S., Q.A.L.H., K.E., T.J.V., V.K.).
• Scherwin Mahmoudi
  Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Frankfurt am Main, Germany.
• Simon Bernatz
  Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Theodor-Stern-Kai 7, 60590, Frankfurt am Main, Germany. Simon.Bernatz@kgu.de.
• Saber Al-Saleh
  Goethe University Hospital Frankfurt, Department of Radiology, Frankfurt am Main, Germany (P.R., J.G., L.D.G., A.A.B., C.B., S.S.M., J.E.S., T.D., D.D., L.A.S., P.K., S.M., S.B., S.A.S., Q.A.L.H., K.E., T.J.V., V.K.).
• Quang Anh Le Hong
  Goethe University Hospital Frankfurt, Department of Radiology, Frankfurt am Main, Germany (P.R., J.G., L.D.G., A.A.B., C.B., S.S.M., J.E.S., T.D., D.D., L.A.S., P.K., S.M., S.B., S.A.S., Q.A.L.H., K.E., T.J.V., V.K.).
• Christof M Sommer
  Clinic of Diagnostic and Interventional Radiology, Heidelberg University Hospital, Heidelberg, Germany.
• Katrin Eichler
• Thomas J Vogl
  Institute for Diagnostic and Interventional Radiology, University Hospital, Goethe University Frankfurt, Theodor-Stern-Kai 7, 60590 Frankfurt, Germany.
• Sebastian M Haberkorn
  Department of Cardiology, Goethe University Hospital Frankfurt, Frankfurt am Main, Germany (S.M.H.).
• Vitali Koch
  Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Frankfurt am Main, Germany.

Keywords

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