MR Imaging-Based Radiomic Signatures of Distinct Molecular Subgroups of Medulloblastoma.

Michael Iv M Zhou Katie Shpanskaya Sébastien Perreault Z Wang Eric Tranvinh Bryan A Lanzman Sridhar Vajapeyam Nicholas A Vitanza Paul Graham Fisher Yoon-Jae Cho Suzanne Laughlin Vijay Ramsawami Michael D Taylor Samuel H Cheshier Gerald A Grant T Young Poussaint Olivier Gevaert Kristen W Yeom

Published in: AJNR. American journal of neuroradiology (2018)

This study provides proof-of-concept results for the application of radiomic and machine learning approaches to a multi-institutional dataset for the prediction of medulloblastoma subgroups.

Keyphrases

machine learning
artificial intelligence
magnetic resonance imaging
dna methylation
deep learning