English

Is good old GRAPPA dead?

Image and Video Processing 2021-12-13 v2 Machine Learning Medical Physics

Abstract

We perform a qualitative analysis of performance of XPDNet, a state-of-the-art deep learning approach for MRI reconstruction, compared to GRAPPA, a classical approach. We do this in multiple settings, in particular testing the robustness of the XPDNet to unseen settings, and show that the XPDNet can to some degree generalize well.

Cite

@article{arxiv.2106.00753,
  title  = {Is good old GRAPPA dead?},
  author = {Zaccharie Ramzi and Alexandre Vignaud and Jean-Luc Starck and Philippe Ciuciu},
  journal= {arXiv preprint arXiv:2106.00753},
  year   = {2021}
}

Comments

Presented at ISMRM 2021

R2 v1 2026-06-24T02:43:33.124Z