Physics-Informed Synthetic Data Enhances Fast MRI Reconstruction

The author presents a novel Physics-Informed Synthetic data learning framework for Fast MRI, enabling generalized DL for multi-scenario MRI reconstruction through a single trained model. This approach separates the reconstruction of a 2D image into many 1D basic problems, starting with 1D data synthesis to facilitate generalization.