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Incorporation of a spectral model in a convolutional neural network for accelerated spectral fitting

PURPOSE: Magnetic resonance spectroscopy imaging (MRSI) has shown great promise in the detection and monitoring of neurologic pathologies such as tumor. A necessary component of data processing includes the quantitation of each metabolite, typically done through fitting a model of the spectrum to th...

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Bibliografske podrobnosti
izdano v:Magn Reson Med
Main Authors: Gurbani, Saumya S., Sheriff, Sulaiman, Maudsley, Andrew A., Shim, Hyunsuk, Cooper, Lee A. D.
Format: Artigo
Jezik:Inglês
Izdano: 2019
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6414236/
https://ncbi.nlm.nih.gov/pubmed/30666698
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/mrm.27641
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