Works (1)
Updated: July 5th, 2023 15:50
2009 journal article
Utilizing Artificial Neural Networks in MATLAB to Achieve Parts-Per-Billion Mass Measurement Accuracy with a Fourier Transform Ion Cyclotron Resonance Mass Spectrometer
JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY, 20(7), 1303–1310.
MeSH headings : Fourier Analysis; Linear Models; Mass Spectrometry / methods; Models, Theoretical; Neural Networks, Computer; Reproducibility of Results; Sensitivity and Specificity
TL;DR:
Artificial neural network calibration in conjunction with automatic gain control (AGC) is utilized in these experiments to formally account for the differences in total ion population in the ICR cell between the external calibration spectra and experimental spectra.
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open access via link.springer.com (publisher PDF)
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Added: August 6, 2018
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