Physics-guided self-supervised learning for retrospective T 1 and T 2 mapping from conventional weighted brain MRI: Technical developments and initial validation in glioblastoma.

Shihan QiuLixia WangPascal SatiAnthony G ChristodoulouYibin XieDebiao Li

Published in: Magnetic resonance in medicine (2024)

quantification from clinical MR images, with the potential to improve the availability of quantitative MRI and facilitate brain tumor characterization.

Keyphrases

contrast enhanced
magnetic resonance imaging
magnetic resonance
computed tomography
high resolution
diffusion weighted imaging
machine learning
deep learning
convolutional neural network
resting state
high density
multiple sclerosis
human health