Stella Yu : Publications

Direct Contrast Synthesis for Magnetic Resonance Fingerprinting
Pat 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
Paper

Abstract
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.

Keywords
MR fingerprinting, deep learning, MR contrast synthesis