Fully Convolutional Slice-to-Volume Reconstruction for Single-Stack MRI

arXiv:2312.03102v2 Announce Type: replace-cross
Abstract: In magnetic resonance imaging (MRI), slice-to-volume reconstruction (SVR) refers to computational reconstruction of an unknown 3D magnetic resonance volume from stacks of 2D slices corrupted by motion. While promising, current SVR methods require multiple slice stacks for accurate 3D reconstruction, leading to long scans and limiting their use in time-sensitive applications such as fetal fMRI. Here, we propose a SVR method that overcomes the shortcomings of previous work and produces state-of-the-art reconstructions in the presence …

3d reconstruction abstract arxiv computational cs.cv cs.lg current eess.iv imaging mri multiple scans stack stacks type