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Abstract #2931

Multicoil Deep Equilibrium MRI Reconstruction

Muntasir Shamim1, Chenwei Tang2, Leonardo Rivera2, and Kevin M Johnson2
1Electrical and Computer Engineering, University of Wisconsin Madison, Madison, WI, United States, 2Medical Physics, University of Wisconsin Madison, Madison, WI, United States

Synopsis

Keywords: Image Reconstruction, BrainDeep equilibrium (DEQ) image reconstruction models have demonstrated improved performance while remaining memory efficient for single coil MRI reconstructions; however, DEQ models are known to be susceptible to model drift due to variabilities in the forward model. In the case of multicoil MRI, the forward model is changed due to the sampling patterns and coil sensitivity encoding. In this work, we implemented a multicoil DEQ model and analyzed model drift with respect to the coil sensitivities.

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Keywords