Deep learning-based reconstruction and 3D hybrid profile order technique for MRCP a 3T: evaluation of image quality and acquisition time.

Kaori ShiraishiTakeshi NakauraHiroyuki UetaniYasunori NagayamaMasafumi KidohNaoki KobayashiKosuke MoritaYuichi YamahitaYasuhito TanakaHideo BabaToshinori Hirai

Published in: European radiology (2023)

• The 3D hybrid profile order can achieve MRCP within a single breath-hold without a decrease in spatial resolution. • The DLR significantly improved the CNR and SNR of BH-MRCP. • The 3D hybrid profile order technique with DLR reduces the deterioration of image quality in MRCP within a single breath-hold.

Keyphrases

image quality
computed tomography
deep learning
dual energy
machine learning
single molecule
convolutional neural network
magnetic resonance