Login / Signup

Survival prediction in glioblastoma on post-contrast magnetic resonance imaging using filtration based first-order texture analysis: Comparison of multiple machine learning models.

Sarv PriyaAmit Kumar AgarwalCaitlin WardThomas LockeVarun MongaGirish Bathla
Published in: The neuroradiology journal (2021)
First-order texture features, when combined with age at presentation, show good accuracy in predicting GBM survival.
Keyphrases
  • contrast enhanced
  • magnetic resonance imaging
  • machine learning
  • magnetic resonance
  • computed tomography
  • free survival
  • artificial intelligence
  • deep learning
  • clinical evaluation