Deep learning-assisted model-based off-resonance correction for non-Cartesian SWI.

Guillaume Daval-FrérotAurélien MassireBoris MailhéMariappan NadarBlanche BapstAlain LucianiAlexandre Vignaud Philippe Ciuciu

Published in: Magnetic resonance in medicine (2023)

A combination of model-based and network-based off-resonance correction was proposed to significantly accelerate conventional methods. Different promising synergies were observed between acceleration factors (iterations, coils, correction) and model/network that could be expanded in the future.

Keyphrases

deep learning
energy transfer
current status
machine learning
artificial intelligence
convolutional neural network