研究目的
To provide simultaneous multislice (SMS) EPI reconstruction with k‐space implementation and robust Nyquist ghost correction.
研究成果
The proposed PEC‐GRAPPA approach effectively reduces the artifacts caused by Nyquist ghosts in SMS EPI as well as the 2D intershot phase variation during the single‐band EPI reference scan. It provides a robust and practical implementation of SMS EPI reconstruction in k‐space with slice‐dependent 2D Nyquist ghost correction.
研究不足
The study does not address the potential variability in performance across different MRI scanners or coil configurations.
1:Experimental Design and Method Selection:
The study extends the concept of PEC‐SENSE to k‐space implementation, termed as PEC‐GRAPPA, for SMS EPI reconstruction. A singular value shrinkage scheme is incorporated in VC-SAKE to circumvent the empirical slice‐wise target rank selection.
2:Sample Selection and Data Sources:
Phantom and human brain data were collected on a 7T Siemens scanner equipped with a 32‐channel head coil.
3:List of Experimental Equipment and Materials:
A 7T Siemens scanner, a 32‐channel head coil, and MatLab for implementation.
4:Experimental Procedures and Operational Workflow:
The proposed approach was compared to PEC‐SENSE reconstruction—with and without masking—using 7T phantom and human brain data and simulated data.
5:Data Analysis Methods:
The performance was evaluated in terms of residual artifact level and temporal SNR.
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