The Utility of a Convolutional Neural Network for Generating a Myelin Volume Index Map from Rapid Simultaneous Relaxometry Imaging

PURPOSE: A current algorithm to obtain a synthetic myelin volume fraction map (SyMVF) from rapid simultaneous relaxometry imaging (RSRI) has a potential problem, that it does not incorporate information from surrounding pixels. The purpose of this study was to develop a method that utilizes a convol...

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Veröffentlicht in:Magn Reson Med Sci
Hauptverfasser: Tachibana, Yasuhiko, Hagiwara, Akifumi, Hori, Masaaki, Kershaw, Jeff, Nakazawa, Misaki, Omatsu, Tokuhiko, Kishimoto, Riwa, Yokoyama, Kazumasa, Hattori, Nobutaka, Aoki, Shigeki, Higashi, Tatsuya, Obata, Takayuki
Format: Artigo
Sprache:Inglês
Veröffentlicht: Japanese Society for Magnetic Resonance in Medicine 2019
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Major Paper
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7809139/
https://ncbi.nlm.nih.gov/pubmed/31902906
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2463/mrms.mp.2019-0075
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