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. 2022 Mar 30;8:e934. doi: 10.7717/peerj-cs.934

Table 2. Stability evaluation of the proposed network based on five training attempts with the validation set of the fastMRI dataset.

Acceleration Channels NMSE PSNR SSIM
PD PDFS PD PDFS PD PDFS
4-fold 32 0.00496 0.01094 37.99 36.52 0.9316 0.8671
0.00550 0.01138 37.52 36.32 0.9271 0.8643
0.00558 0.01147 37.46 36.29 0.9268 0.8640
0.00536 0.01128 37.64 36.37 0.9283 0.8652
0.00548 0.01141 37.54 36.32 0.9272 0.8643
Average 0.00522 0.01118 37.77 36.42 0.9294 0.8657
8-fold 32 0.00938 0.01603 35.19 34.77 0.8939 0.8294
0.00958 0.01634 35.09 34.72 0.8925 0.8286
0.00964 0.01634 35.07 34.71 0.8921 0.8285
0.00957 0.01618 35.10 34.72 0.8925 0.8287
0.00959 0.01621 35.09 34.72 0.8926 0.8286
Average 0.00958 0.01628 35.09 34.72 0.8926 0.8286