Publication detail

Single-voxel proton MR-spectroscopy signal analysis by fingerprinting

VENGLOVSKYI, I.

Original Title

Single-voxel proton MR-spectroscopy signal analysis by fingerprinting

Type

conference paper

Language

English

Original Abstract

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.

Keywords

Nuclear Magnetic Resonance, Single Voxel Spectroscopy, Fingerprinting, Dictionary

Authors

VENGLOVSKYI, I.

Released

5. 5. 2021

Publisher

Institute of Electrical and Electronics Engineers Inc.

ISBN

978-80-972629-4-5

Book

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

Pages from

138

Pages to

141

Pages count

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"
}