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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 analysis of spe...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Hayden Johnson, Aaryani Tipirneni-Sajja
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2024-12-01
Schriftenreihe:Metabolites
Schlagworte:
NMR spectroscopy
neural networks
metabolomics
transformer
low-field NMR
Online-Zugang:https://www.mdpi.com/2218-1989/14/12/666
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