Application of pattern recognition techniques for classification of pediatric brain tumors by in vivo 3T 1 H-MR spectroscopy-A multi-center study.

Niloufar ZarinabadLaurence J AbernethyShivaram AvulaNigel P DaviesDaniel Rodriguez GutierrezTim JaspanLesley MacPhersonDipayan MitraHeather E L RoseMartin WilsonPaul S MorganSimon BaileyBarry PizerTheodoros N ArvanitisRichard G GrundyDorothee P AuerAndrew Peet

Published in: Magnetic resonance in medicine (2017)

This study showed that 3T MRS can detect key differences in metabolite profiles for the main types of childhood tumors. Magn Reson Med 79:2359-2366, 2018. © 2017 International Society for Magnetic Resonance in Medicine.

Keyphrases

magnetic resonance
machine learning
magnetic resonance imaging
high resolution
mass spectrometry
single molecule
childhood cancer