Signal intensity informed multi-coil encoding operator for physics-guided deep learning reconstruction of highly accelerated myocardial perfusion CMR.

Omer Burak Demirel Burhaneddin YamanChetan ShenoySteen Moeller Sebastian Weingärtner Mehmet Akcakaya

Published in: Magnetic resonance in medicine (2022)

PG-DL reconstruction with the proposed SIIM encoding operator improves generalization across different time-frames /SNRs in highly accelerated perfusion CMR.

Keyphrases

deep learning
high intensity
artificial intelligence
machine learning
convolutional neural network