Single-voxel proton MR-spectroscopy signal analysis by fingerprinting
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F21%3APU140765" target="_blank" >RIV/00216305:26220/21:PU140765 - isvavai.cz</a>
Alternative codes found
RIV/68081731:_____/21:00558132
Result on the web
<a href="https://www.measurement.sk/" target="_blank" >https://www.measurement.sk/</a>
DOI - Digital Object Identifier
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Alternative languages
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 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.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
20602 - Medical laboratory technology (including laboratory samples analysis; diagnostic technologies) (Biomaterials to be 2.9 [physical characteristics of living material as related to medical implants, devices, sensors])
Result continuities
Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2021
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Measurement science review
ISBN
978-80-972629-4-5
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
138-141
Publisher name
Neuveden
Place of publication
neuveden
Event location
Smolenice Castle, Slovakia
Event date
May 17, 2021
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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