Stella X. Yu : Papers / Google Scholar

Direct Contrast Synthesis for Magnetic Resonance Fingerprinting
Patrick Virtue and Jonathan I. Tamir and Mariya Doneva and Stella X. Yu and Michael Lustig
ISMRM Workshop on Machine Learning, Pacific Grove, California, 14-17 March 2018

Researchers and developers work to improve acquisition and reconstruction for fast and quantitative MRI. We propose training neural networks to directly synthesize contrast-weighted images from MRF data, bypassing insufficient parameter modeling.

MR fingerprinting, deep learning, MR contrast synthesis