Self-Supervised Physics-Based Deep Learning MRI Reconstruction Without Fully-Sampled Data

1 code implementation • 21 Oct 2019 • Burhaneddin Yaman, Seyed Amir Hossein Hosseini, Steen Moeller, Jutta Ellermann, Kâmil Uǧurbil, Mehmet Akçakaya

In this work, we tackle this issue and propose a self-supervised learning strategy that enables physics-based DL reconstruction without fully-sampled data.

MRI Reconstruction Self-Supervised Learning