Quality control of 3D MRSI data in glioblastoma: Can we do without the experts?

Purpose Proton magnetic resonance spectroscopic imaging (1H MRSI) is a noninvasive technique for assessing tumor metabolism. Manual inspection is still the gold standard for quality control (QC) of spectra, but it is both time‐consuming and subjective. The aim of the present study was to assess auto...

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Vydáno v:	Magnetic resonance in medicine Ročník 87; číslo 4; s. 1688 - 1699
Hlavní autoři:	Tensaouti, Fatima, Desmoulin, Franck, Gilhodes, Julia, Martin, Elodie, Ken, Soleakhena, Lotterie, Jean‐Albert, Noël, Georges, Truc, Gilles, Sunyach, Marie‐Pierre, Charissoux, Marie, Magné, Nicolas, Lubrano, Vincent, Péran, Patrice, Cohen‐Jonathan Moyal, Elizabeth, Laprie, Anne
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	United States Wiley Subscription Services, Inc 01.04.2022 Wiley
Témata:	Brain cancer Brain Neoplasms - radiotherapy Cancer classification; glioblastoma Data acquisition Data analysis Feature extraction Glioblastoma Glioblastoma - diagnostic imaging Humans Inspection Life Sciences Lipids Magnetic resonance imaging Magnetic Resonance Imaging - methods Magnetic resonance spectroscopy Magnetic Resonance Spectroscopy - methods Proton magnetic resonance Quality Control random forest Reproducibility of Results Spectra Spectrum analysis Statistical analysis Statistics three‐dimensional magnetic resonance spectroscopic imaging (3D MRSI) Tumors classification; glioblastoma random forest quality control three-dimensional magnetic resonance spectroscopic imaging (3D MRSI) glioblastoma classification
ISSN:	0740-3194, 1522-2594, 1522-2594
On-line přístup:	Získat plný text
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