A 3D k-space Fourier encoding and reconstruction framework for simultaneous multi-slab acquisition.

Erpeng DaiYuhsuan WuWenchuan WuRui GuoSimin LiuKarla L MillerZhe ZhangHua Guo

Published in: Magnetic resonance in medicine (2019)

It is demonstrated that the joint application of RF and gradient encoding enables SMSlab within a 3D Fourier encoding framework. Images with high isotropic resolution can be reconstructed, and further acceleration is also applicable. The proposed SMSlab 3D k-space can be valuable for both high-resolution and high-efficiency diffusion and functional MRI.

Keyphrases

high efficiency
high resolution
magnetic resonance imaging
deep learning
contrast enhanced
convolutional neural network
single molecule
optical coherence tomography
machine learning
high speed