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20232026
most citedDiffusion Modeling with Domain-conditioned Prior Guidance for Accelerated MRI and qMRI Reconstruction

3 citations · 8 across the 6 of their papers we have counts for

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cs.LG2023★ 3 cited

Diffusion Modeling with Domain-conditioned Prior Guidance for Accelerated MRI and qMRI Reconstruction

Wanyu Bian, Albert Jang, Fang Liu

This study introduces a novel approach for image reconstruction based on a diffusion model conditioned on the native data domain. Our method is applied to multi-coil MRI and quanti…

physics.bio-ph2023★ 2 cited

Magnetic Resonance Parameter Mapping using Self-supervised Deep Learning with Model Reinforcement

Wanyu Bian, Albert Jang, Fang Liu

This paper proposes a novel self-supervised learning method, RELAX-MORE, for quantitative MRI (qMRI) reconstruction. The proposed method uses an optimization algorithm to unroll a…