Research Article

Improved Complex Convolutional Neural Network Based on SPIRiT and Dense Connection for Parallel MRI Reconstruction

Table 8

P-value of the Wilcoxon signed-rank test in PSNR between SPIRiT-Net and the competing methods (SPIRiT, Deepcomplex, and DONet).

Undersampling
patterns
Competing
methods
Threefold AFFivefold AF
Coronal-PDSagittal-PDCoronal-PDSagittal-PD

1DRUvs. SPIRiT
vs. Deepcomplex
vs. DONet

2DRUvs. SPIRiT
vs. Deepcomplex
vs. DONet

2DPUvs. SPIRiT
vs. Deepcomplex
vs. DONet

RADUvs. SPIRiT
vs. Deepcomplex
vs. DONet