3D super-resolution of QSM is feasible using the VDSR and U-net architectures using a fraction of the required number of epochs as previous 2D super-resolution networks. Additionally, this method both reduces whole brain MSE and ROI MSE and increases the apparent resolution as compared to the interpolated input
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Roberts et al. (2024) studied this question.
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