Real-time Dynamic MRI Reconstruction using Stacked Denoising Autoencoder

Understand

In this work we address the problem of real-time dynamic MRI reconstruction.

• There are a handful of studies on this topic; these techniques are either based on compressed sensing or employ Kalman Filtering.
• These techniques cannot achieve the reconstruction speed necessary for real-time reconstruction.
• In this work, we propose a new approach to MRI reconstruction.