Neural Networks for Conversion of Simulated NMR Spectra from Low-Field to High-Field for Quantitative Metabolomics

Neural Networks for Conversion of Simulated NMR Spectra from Low-Field to High-Field for Quantitative Metabolomics

<b>Background:</b> The introduction of benchtop NMR instruments has made NMR spectroscopy a more accessible, affordable option for research and industry, but the lower spectral resolution and SNR of a signal acquired on low magnetic field spectrometers may complicate the quantitative ana...

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Bibliographic Details
Main Authors: Hayden Johnson, Aaryani Tipirneni-Sajja
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Metabolites
Subjects:
NMR spectroscopy
neural networks
metabolomics
transformer
low-field NMR
Online Access:https://www.mdpi.com/2218-1989/14/12/666

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https://www.mdpi.com/2218-1989/14/12/666

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