Adding a Fourier compressed-sensing denoising step and an SNR-weighted loss to SHRED improves reconstruction of spatiotemporal fields from subsampled sensor data in the paper's four test cases.
Recovering from missing data in population imaging—cardiac mr image imputation via conditional generative adversarial nets.Medical Image Analysis, 67:101812, 2021
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CS-SHRED: Enhancing SHRED for Robust Recovery of Spatiotemporal Dynamics
Adding a Fourier compressed-sensing denoising step and an SNR-weighted loss to SHRED improves reconstruction of spatiotemporal fields from subsampled sensor data in the paper's four test cases.