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20202026
most citedA Review of Electromagnetic Elimination Methods for low-field portable MRI scanner

6 citations · 21 across the 11 of their papers we have counts for

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Showing 2023Show all

3 papers · 1 filter

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…

math.OC2023★ 2 cited

Optimization-Based Deep learning methods for Magnetic Resonance Imaging Reconstruction and Synthesis

Wanyu Bian

This dissertation is devoted to provide advanced nonconvex nonsmooth variational models of (Magnetic Resonance Image) MRI reconstruction, efficient learnable image reconstruction a…