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Evaluation of the performance of the deep Bloch simulators. (A) Top: Bloch simulation (BS) of Ssat/S0 and bottom: residual errors (absolute values of difference) between MTC-MRF profiles obtained from BS, deepBS-FCNN, and deepBS-RNN. Note that the saturation parameters used in the Bloch simulation are shown in Fig. 1B. (B) Comparison of the performance between deepBS-FCNN and deepBS-RNN for accuracy with nRMSE, and efficiency with computation time for a 10k test dataset.
