Introduction to MRI and k-space 

• Lectures by Michael Lipton
  • Watch the first 30 videos

• MATLAB Tutorials on parallel MRI, SENSE, GRAPPA et

• Kspace tutorial

  • Python tool: load in Google Colab

• Lectures by Sajan Lingala at UIowa

  • NMR physics, Polarization: 

    NMR physics, Excitation 

    NMR physics, Relaxation

    Spin echo and contrast weighting 

    Contrast weighting and examples 

    Slice selection 

    MRI signal equation 

    k-space filling 

    MRI artifacts

    MRI Tradeoffs part 1 

    MRI Tradeoffs part 2 

IDAS

https://notebooks.hpc.uiowa.edu/research-interactive/user/hawkid/lab

https://wiki.uiowa.edu/display/hpcdocs/Conda

Google Colab resource: Google Colab

UIowa Argon High Performance Cluster: resources

Frank Ong's tutorial on MRI reconstruction (run on Colab)

• Gridding Reconstruction 
• Parallel MRI 
• How to build Sigpy MRI App

Extreme MRI (Challenge)

•  Get it working on your Colab.

Introduction to Deep Learning

• Deep learning resources