The wavelet power spectrum of perfusion weighted MRI correlates with tumor vascularity in biopsy-proven glioblastoma samples.

Lukas Thomas RotkopfBenedikt WiestlerChristine PreibischFriederike Liesche-StarneckerThomas PykaDominik NörenbergStefanie BetteJens GemptKolja M ThierfelderClaus ZimmerThomas Huber

Published in: PloS one (2020)

The wavelet-MRP power spectrum derived from existing DSC-MRI data might be a promising new surrogate for tumor vascularity in GBM.

Keyphrases

contrast enhanced
magnetic resonance imaging
magnetic resonance
diffusion weighted imaging
computed tomography
convolutional neural network
electronic health record
big data
machine learning
fine needle aspiration
artificial intelligence
network analysis