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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Bibliographic Details
Published in:	Magnetic resonance in medicine Vol. 87; no. 4; pp. 1688 - 1699
Main Authors:	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
Format:	Journal Article
Language:	English
Published:	United States Wiley Subscription Services, Inc 01.04.2022 Wiley
Subjects:	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
Online Access:	Get full text
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