TSSC-Net uses a diffusion model conditioned on start and end frames to generate 6x more MRI time frames, then a tri-directional Mamba network to fix spatial inconsistencies.
IEEE Transactions on Emerging Topics in Computational Intel- ligence (2024)
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A Diffusion-Driven Temporal Super-Resolution and Spatial Consistency Enhancement Framework for 4D MRI imaging
TSSC-Net uses a diffusion model conditioned on start and end frames to generate 6x more MRI time frames, then a tri-directional Mamba network to fix spatial inconsistencies.