Single-Voxel Proton MR-Spectroscopy Signal Analysis by Fingerprinting

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68081731%3A_____%2F21%3A00558132" target="_blank" >RIV/68081731:_____/21:00558132 - isvavai.cz</a>
Alternative codes found
RIV/00216305:26220/21:PU140765
Result on the web
<a href="https://www.measurement.sk/M2021/doc/Proceedings_M2021.pdf" target="_blank" >https://www.measurement.sk/M2021/doc/Proceedings_M2021.pdf</a>
DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Single-Voxel Proton MR-Spectroscopy Signal Analysis by Fingerprinting
Original language description
This paper presents the construction of a prototype fingerprint dictionary for the identification of metabolites using simple linear combinations without a preprocessing 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. Based 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.
Czech name
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Czech description
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Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year
2021
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
MEASUREMENT 2021. Proceedings of the 13th International Conference on Measurement
ISBN
978-80-972629-4-5
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
(2021)
Publisher name
Institute of Measurement Science, SAS
Place of publication
Bratislava
Event location
online
Event date
May 17, 2021
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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