Thin-slice 2D MR Imaging of the Shoulder Joint Using Denoising Deep Learning Reconstruction Provides Higher Image Quality Than 3D MR Imaging

Takahide KakigiRyo SakamotoRyuzo AraiAkira YamamotoShinichi KuriyamaYuichiro SanoRimika ImaiHitomi NumamotoKanae Kawai MiyakeTsuneo SagaShuichi MatsudaYuji Nakamoto

Published in: Magnetic resonance in medical sciences : MRMS : an official journal of Japan Society of Magnetic Resonance in Medicine (2024)

2D with parallel imaging, partial Fourier technique, and dDLR was proved to be superior to 3D for depicting shoulder joint structures with lower noise.

Keyphrases

image quality
deep learning
computed tomography
high resolution
contrast enhanced
convolutional neural network
rotator cuff
dual energy
magnetic resonance imaging
machine learning
fluorescence imaging