Neuroimaging-Based Classification Algorithm for Predicting 1p/19q-Codeletion Status in IDH-Mutant Lower Grade Gliomas.

Prem P Batchala T J E Muttikkal J H Donahue James T Patrie David Schiff Camilo E Fadul Kelly Mrachek Maria-Beatriz Lopes Rajan Jain Sohil H Patel

Published in: AJNR. American journal of neuroradiology (2019)

We have validated a classification algorithm based on simple, reproducible neuroimaging metrics and patient age that demonstrates a moderate prediction accuracy of 1p/19q-codeletion status among IDH-mutant lower grade gliomas.

Keyphrases

deep learning
machine learning
wild type
high grade
low grade
high intensity