Prediction of MGMT promotor methylation status in glioblastoma by contrast-enhanced T1-weighted intensity image.

Takahiro SanadaManabu KinoshitaTakahiro SasakiShota YamamotoSeiya FujikawaShusei FukuyamaNobuhide HayashiJunya FukaiYoshiko OkitaMasahiro NonakaTakehiro UdaHideyuki AritaKanji MoriKenichi IshibashiKoji TakanoNamiko NishidaTomoko ShofudaEma YoshiokaDaisuke KanematsuMishie TaninoYoshinori KodamaMasayuki ManoYonehiro Kanemura

Published in: Neuro-oncology advances (2024)

The present study showed that qualitative assessment of contrast-enhanced T1-weighted intensity images helps predict GBM's pMGMT methylation status.

Keyphrases

contrast enhanced
diffusion weighted
magnetic resonance imaging
magnetic resonance
computed tomography
deep learning
diffusion weighted imaging
high intensity
dna methylation
genome wide
convolutional neural network
dual energy
gene expression
optical coherence tomography