Detail publikace

Single-voxel proton MR-spectroscopy signal analysis by fingerprinting

VENGLOVSKYI, I.

Originální název

Single-voxel proton MR-spectroscopy signal analysis by fingerprinting

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

This paper presents the construction of a prototype fingerprint dictionary for the identification of metabolites using simple linear combinations without pre-processing and the usage of various algorithms for fitting curves. The identification process is reduced to comparing each point of the unknown spectrum with the value stored in the dictionary. Basing on the obtained results, the concept of MR fingerprinting dictionary prototype is considered to be an alternative method for NMR signal analysis, metabolite quantification and preparing data for machine learning approach as a training set with further results comparison with fittings models.

Klíčová slova

Nuclear Magnetic Resonance, Single Voxel Spectroscopy, Fingerprinting, Dictionary

Autoři

VENGLOVSKYI, I.

Vydáno

5. 5. 2021

Nakladatel

Institute of Electrical and Electronics Engineers Inc.

ISBN

978-80-972629-4-5

Kniha

Proceedings of the 13th International Conference on Measurement, MEASUREMENT 2021

Strany od

138

Strany do

141

Strany počet

4

URL

https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9446829

BibTex

@inproceedings{BUT171439,
  author="Iurii {Venglovskyi}",
  title="Single-voxel proton MR-spectroscopy signal analysis by fingerprinting",
  booktitle="Proceedings of the 13th International Conference on Measurement, MEASUREMENT 2021",
  year="2021",
  pages="138--141",
  publisher="Institute of Electrical and Electronics Engineers Inc.",
  doi="10.23919/Measurement52780.2021.9446829",
  isbn="978-80-972629-4-5",
  url="https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9446829"
}