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RMSEs of a) the estimated sensitivity maps and b) the subsequent SENSE reconstruction at R=4 with varying number of ACS lines from a testing GRE dataset. Conventional methods degraded dramatically as the number of ACS lines decreases, while the learning-based method is much more robust since it takes advantage of information from previous scans.
