Generalization of deep learning models for ultra-low-count amyloid PET/MRI using transfer learning.

Abstract

Authors

• Kevin T Chen
  From the Departments of Radiology (K.T.C., F.B.d.C.M., S.S., G.Z.), Electrical Engineering (E.G., J.M.P.), and Neurology and Neurological Sciences (A.B., K.L.P., S.J.S., M.D.G., E.M.), Stanford University, 1201 Welch Rd, Stanford, CA 94305; Department of Engineering Physics, Tsinghua University, Beijing, PR China (J.X.); GE Healthcare, Menlo Park, Calif (M.K.); and Subtle Medical, Menlo Park, CA (E.G.).
• Matti Schürer
  Department of Nuclear Medicine, University Hospital Leipzig, Leipzig, Germany.
• Jiahong Ouyang
  Stanford University, Stanford CA 94305, USA.
• Mary Ellen I Koran
  Department of Radiology, Stanford University, Stanford, CA, United States.
• Guido Davidzon
  Department of Radiology, Stanford University, Stanford, CA, United States.
• Elizabeth Mormino
  From the Departments of Radiology (K.T.C., F.B.d.C.M., S.S., G.Z.), Electrical Engineering (E.G., J.M.P.), and Neurology and Neurological Sciences (A.B., K.L.P., S.J.S., M.D.G., E.M.), Stanford University, 1201 Welch Rd, Stanford, CA 94305; Department of Engineering Physics, Tsinghua University, Beijing, PR China (J.X.); GE Healthcare, Menlo Park, Calif (M.K.); and Subtle Medical, Menlo Park, CA (E.G.).
• Solveig Tiepolt
  Department of Nuclear Medicine, University Hospital Leipzig, Leipzig, Germany.
• Karl-Titus Hoffmann
  Department of Neuroradiology, University of Leipzig, Leipzig, Germany.
• Osama Sabri
  Department of Nuclear Medicine, University Hospital Leipzig, Leipzig, Germany.
• Greg Zaharchuk
  Stanford University, Stanford CA 94305, USA.
• Henryk Barthel
  Department of Nuclear Medicine, University Hospital Leipzig, Leipzig, Germany.

Keywords

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