Only-train-once MR fingerprinting for B 0 and B 1 inhomogeneity correction in quantitative magnetization-transfer contrast.

Beomgu KangMunendra SinghHyun Wook Park Hye-Young Heo

Published in: Magnetic resonance in medicine (2023)

The only-train-once deep-learning framework can improve the reconstruction accuracy of brain-tissue parameter maps and be further combined with any conventional MRF or CEST-MRF method.

Keyphrases

deep learning
high speed
magnetic resonance
contrast enhanced
white matter
resting state
high resolution
artificial intelligence
convolutional neural network
magnetic resonance imaging
machine learning
cerebral ischemia
multiple sclerosis
brain injury
electron transfer