Publications (5)
AtlasSeg: Atlas Prior Guided Dual-U-Net for Cortical Segmentation in Fetal Brain MRI
Haoan Xu, Tianshu Zheng, Xinyi Xu +6
Accurate automatic tissue segmentation in fetal brain MRI is a crucial step in clinical diagnosis but remains challenging, particularly due to the dynamically changing anatomy and…
AFFIRM: Affinity Fusion-based Framework for Iteratively Random Motion correction of multi-slice fetal brain MRI
Wen Shi, Haoan Xu, Cong Sun +7
Multi-slice magnetic resonance images of the fetal brain are usually contaminated by severe and arbitrary fetal and maternal motion. Hence, stable and robust motion correction is n…
SCREENER: A general framework for task-specific experiment design in quantitative MRI
Tianshu Zheng, Zican Wang, Timothy Bray +3
Quantitative magnetic resonance imaging (qMRI) is increasingly investigated for use in a variety of clinical tasks from diagnosis, through staging, to treatment monitoring. However…
A microstructure estimation Transformer inspired by sparse representation for diffusion MRI
Tianshu Zheng, Cong Sun, Weihao Zheng +7
Diffusion magnetic resonance imaging (dMRI) is an important tool in characterizing tissue microstructure based on biophysical models, which are complex and highly non-linear. Resol…
A Motion Assessment Method for Reference Stack Selection in Fetal Brain MRI Reconstruction Based on Tensor Rank Approximation
Haoan Xu, Wen Shi, Jiwei Sun +5
Purpose: Slice-to-volume registration and super-resolution reconstruction (SVR-SRR) is commonly used to generate 3D volumes of the fetal brain from 2D stacks of slices acquired in…