Evaluation of synthetic images derived from a neural network in pediatric brain magnetic resonance imaging.

Journal: Magnetic resonance imaging
Published Date: Sep 1, 2025

Abstract

UNLABELLED: Synthetic MRI (SyMRI) is a technique used to estimate tissue properties and generate multiple MR sequence contrasts from a single acquisition. However, image quality can be suboptimal.

Authors

  • Usha D Nagaraj
    Department of Radiology and Medical Imaging, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, 45229-3026, USA. usha.nagaraj@cchmc.org.
  • Jakob Meineke
    Philips Innovative Technologies, Röntgenstr. 24-26, 22335 Hamburg, Germany. Electronic address: Jakob.meineke@philips.com.
  • Aakanksha Sriwastwa
    Philips Innovative Technologies, Röntgenstr. 24-26, 22335 Hamburg, Germany. Electronic address: sriwasaa@ucmail.uc.edu.
  • Jean A Tkach
    Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.
  • James L Leach
    Department of Radiology and Medical Imaging, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH, 45229-3026, USA.
  • Mariya Doneva
    Philips Innovative Technologies, Hamburg, Germany. Electronic address: mariya.doneva@philips.com.

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