Pseudo-Resting-State Functional MRI Derived from Dynamic Susceptibility Contrast Perfusion MRI Can Predict Cognitive Impairment in Glioma.

Nicholas S ChoChencai WangKathleen Van DykFrancesco SanvitoSonoko OshimaJingwen Yao Albert Lai Noriko Salamon Timothy F Cloughesy Phioanh Leia Nghiemphu Benjamin M Ellingson

Published in: AJNR. American journal of neuroradiology (2024)

DSC perfusion MRI-derived pseudo-rs-fMRI data can be used to perform typical rs-fMRI FC analyses that may identify cognitive decline in patients with brain tumors while still simultaneously performing perfusion analyses.

Keyphrases

contrast enhanced
resting state
functional connectivity
cognitive decline
magnetic resonance imaging
magnetic resonance
computed tomography
diffusion weighted imaging
cognitive impairment
mild cognitive impairment
machine learning
big data
electronic health record
data analysis