Super-Resolution 1H Magnetic Resonance Spectroscopic Imaging Utilizing Deep Learning

Super-Resolution 1H Magnetic Resonance Spectroscopic Imaging Utilizing Deep Learning

Magnetic resonance spectroscopic imaging (SI) is a unique imaging technique that provides biochemical information from in vivo tissues. The 1H spectra acquired from several spatial regions are quantified to yield metabolite concentrations reflective of tissue metabolism. However, since these metabol...

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Bibliographic Details
Main Authors: Zohaib Iqbal, Dan Nguyen, Gilbert Hangel, Stanislav Motyka, Wolfgang Bogner, Steve Jiang
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-10-01
Series:Frontiers in Oncology
Subjects:
super-resolution
magnetic resonance spectroscopic imaging (SI)
deep learning (DL)
magnetic resonance spectroscopy (1H MRS)
artificial intelligence
Online Access:https://www.frontiersin.org/article/10.3389/fonc.2019.01010/full

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