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Schematic overview of our proposed two-step deep learning model for spatially-constrained tissue quantification in MRF. FNN: fully-connected neural network. CNN: convolutional neural network. The number of channels (each with paired FNN and CNN) is equal to the number of tissue properties to be estimated (i.e., 2 in this study).
