Joint learning of nonlinear representation and projection for fast constrained MRSI reconstruction.

Yahang LiLoreen RuhmZepeng WangRuiyang ZhaoAaron T AndersonPaul ArnoldGraham HuesmannAnke HenningFan Lam

Published in: Magnetic resonance in medicine (2024)

A novel method was developed for fast, high-SNR spatiospectral reconstruction from noisy MRSI data. We expect our method to be useful for enhancing the quality of MRSI or other high-dimensional spatiospectral imaging data.

Keyphrases

electronic health record
big data
high resolution
magnetic resonance imaging
machine learning
data analysis
quality improvement
magnetic resonance
artificial intelligence