Gal Mazor

Magnetic Resonance Fingerprinting Using a Residual Convolutional Neural Network

Conventional dictionary matching based MR Fingerprinting (MRF) reconstruction approaches suffer from time-consuming operations that map temporal MRF signals to quantitative tissue parameters. In this paper, we design a 1-D residual convolutional neural network to perform the signature-to-parameter m…