Improvement of Medical Image Quality in Magnetic Resonance Using Deep Learning

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  • 深層学習を用いたMRIの画質改善技術

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Abstract

<p>This overview presents techniques for improving quality of magnetic resonance (MR) images using deep learning. This article classifies acquisition processes of MR as pulse-sequence generation, image reconstruction and post-processing. Applications of deep learning to those three processes are explained individually.</p>

Journal

  • Medical Imaging Technology

    Medical Imaging Technology 40 (2), 59-66, 2022-03-25

    The Japanese Society of Medical Imaging Technology

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