Kernel Principal Component Analysis of Coil Compression in Parallel Imaging

Figure 4

Reconstruction results of the 32-channel axial human brain images. We compared the GRAPPA reconstructions without channel reduction, with the PCA and KPCA-based channel reductions, when ORF = 4 and ACS = 48.