MRI-Based Deep Learning Tools for MGMT Promoter Methylation Detection: A Thorough Evaluation.

Simple Summary: A major prognosis factor for glioblastoma patients is the methylation status of the DNA repair enzyme MGMT. Obtaining this information using deep learning models trained on non-invasive MRI data is a major challenge with no scientific consensus to date. In this study, we provide a mo...

Full description

Bibliographic Details
Published in:Cancers Vol. 15; no. 8; pp. 2253 - 2269
Main Authors: Robinet, Lucas, Siegfried, Aurore, Roques, Margaux, Berjaoui, Ahmad, Cohen-Jonathan Moyal, Elizabeth
Format: equations & formulas research tables/charts Journal Article
Published: MDPI Apr2023
Online Access:View this record in EBSCOhost