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Experimental results show that the proposed Triple-D network provides promising performance in CS-MRI, and it can effectively work on different sampling trajectories and noisy settings. To compare the diagnostic accuracy of parameters derived from the histogram analysis of precontrast, 10-min hepatobiliary phase (HBP) and 20-min HBP T1 maps for staging liver fibrosis (LF). LF was induced in New Zealand white rabbits by subcutaneous injections of carbon tetrachloride for 4-16weeks (n=12, and 20 rabbits injected with saline served as c