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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Detalles Bibliográficos
Autores principales: Tachibana, Yasuhiko, Hagiwara, Akifumi, Hori, Masaaki, Kershaw, Jeff, Nakazawa, Misaki, Omatsu, Tokuhiko, Kishimoto, Riwa, Yokoyama, Kazumasa, Hattori, Nobutaka, Aoki, Shigeki, Higashi, Tatsuya, Obata, Takayuki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Japanese Society for Magnetic Resonance in Medicine 2019
Materias:
Major Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7809139/
https://www.ncbi.nlm.nih.gov/pubmed/31902906
http://dx.doi.org/10.2463/mrms.mp.2019-0075

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7809139/
https://www.ncbi.nlm.nih.gov/pubmed/31902906
http://dx.doi.org/10.2463/mrms.mp.2019-0075

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