wymingx/CSMRI_Resources

speeches, educational videos and academic presentations about Compressed sensing & MRI reconstruction

CSMRI Resources

This repo mainly collects some important speeches, educational videos and academic presentations about Compressed sensing & MRI reconstruction

Important Speeches

Raymond V. Damadian

• The Story of the MRI

David Donoho

• Gauss Prize Lecture: Compressed sensing — from blackboard to bedside — David Donoho — ICM2018

Michael Lustig

• ISMRM MR Academy - Compressed Sensing in MRI
• ISMRM-ESMRMB 2018

Jeffrey Fessler

• Jeffrey Fessler : Joint Optimization and Learning for Image Reconstruction in MRI

Klaas P. Prüssmann

• Richer data, better defined: Gearing up MRI for the learning age

Daniel Sodickson

• Daniel Sodickson plenary talk: The Rapid Imaging Renaissance

UECKER

MRI Basics

Basic Physics & a Brief History

• MRI: Basic Physics & a Brief History

Understand k-space

• K-Space: A way to understand how MRI parameters affect images

How MRI Works

• How MRI Works - Part 1 - NMR Basics

• How MRI Works - Part 2 - The Spin Echo

• How MRI Works - Part 3 - The Fourier Transform and K-Space

Online course

• Stanford-RAD229 [website]

Compressed Sensing Basics

low rank

• ISMRM 2020 Tutorial: Low Rank Reconstruction Approaches

sparsity

• Sparsity and the L1 Norm

Radial MRI

Ridial sampling

• Kai Tobias Block: Improving the Robustness of Clinical MRI -- Using Radial Sampling and Compressed Sensing

XD-GRASP

• Li Feng: XD-GRASP for compressed sensing and parallel imaging