SPIRiT-Diffusion: A Self-Consistency Driven Diffusion Model for Accelerated Magnetic Resonance Imaging Reconstruction

The proposed SPIRiT-Diffusion method utilizes the self-consistency prior in k-space to design a novel stochastic differential equation (SDE) governing the diffusion process, enabling robust k-space interpolation and high-quality MRI reconstruction even at substantial acceleration rates.