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Filtering Raman spectral features of glial tumor sites based on biochemical correlates

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dc.contributor.authorSavelieva, T. A.
dc.contributor.authorRomanishkin, I. D.
dc.contributor.authorOrlov, A. V.
dc.contributor.authorKosyrkova, A. V.
dc.contributor.authorShugaj, S. V.
dc.contributor.authorGoryajnov, S. A.
dc.contributor.authorGolbin, D. A.
dc.contributor.authorLoschenov, V. B.
dc.contributor.authorСавельева, Татьяна Александровна
dc.contributor.authorЛощенов, Виктор Борисович
dc.date.accessioned2024-12-25T08:07:40Z
dc.date.available2024-12-25T08:07:40Z
dc.date.issued2022
dc.description.abstractRaman spectroscopy is a sensitive and fast tool for analyzing the molecular composition of tissues, so we used it to differentiate glial tumor and normal tissues during surgery. The structure of Raman spectra motivated us to implement the feature selection technique, based on the filtering of those points of the spectrum for which statistically significant differences were found between the groups. Finally they were matched to the main biochemical components of the studied tissues, and new vectors of Raman features of a smaller dimension were formed. © 2022 IEEE.
dc.identifier.citationFiltering Raman spectral features of glial tumor sites based on biochemical correlates / Savelieva, T.A. [et al.] // 2022 International Conference Laser Optics, ICLO 2022 - Proceedingss. - 2022. - 10.1109/ICLO54117.2022.9840005
dc.identifier.doi10.1109/ICLO54117.2022.9840005
dc.identifier.urihttps://www.doi.org/10.1109/ICLO54117.2022.9840005
dc.identifier.urihttps://www.scopus.com/record/display.uri?eid=2-s2.0-85136364690&origin=resultslist
dc.identifier.urihttps://openrepository.mephi.ru/handle/123456789/27386
dc.relation.ispartof2022 International Conference Laser Optics, ICLO 2022 - Proceedingss
dc.titleFiltering Raman spectral features of glial tumor sites based on biochemical correlates
dc.typeConference Paper
dspace.entity.typePublication
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relation.isAuthorOfPublication.latestForDiscovery828b252d-b959-4fea-851c-89776ac96b94
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