Residual RAKI: A hybrid linear and non-linear approach for scan-specific k-space deep learning

■A hybrid linear and non-linear deep learning reconstruction approach for parallel imaging is proposed.■Improved image quality in highly accelerated MRI compared to conventional linear methods.■Improved interpretability compared to purely non-linear deep learning methods.■Improved preservation of temporal information in highly-accelerated SMS fMRI.