Fully Automated MR Based Virtual Biopsy of Cerebral Gliomas.

Johannes HauboldRené HoschVicky ParmarMartin GlasNika GuberinaOnofrio Antonio CatalanoDaniela PierscianekKarsten Henning Wrede Cornelius DeuschlMichael ForstingFelix Nensa Nils FlaschelLale Umutlu

Published in: Cancers (2021)

This fully automated approach utilizing simplified MR protocols to predict the genetic profile and grading of cerebral gliomas provides an easy and efficient method for non-invasive tumor decoding.

Keyphrases

high grade
subarachnoid hemorrhage
deep learning
machine learning
high throughput
contrast enhanced
magnetic resonance
cerebral ischemia
genome wide
ultrasound guided
brain injury
fine needle aspiration
computed tomography
gene expression
dna methylation