BART ISMRM 2021 Software Demo

Model-based Reconstruction meets Neural Networks: Non-linear Operators in BART

Figure: a) Non-linear operators in BART. b) Model-based reconstruction for quantitative MRI. c) Wrapping TensorFlow graph into BART's non-linear operator for deep prior based reconstruction.

Outline

• Introduction: Non-linear operators in BART
• Non-linear operators for model-based reconstruction
• Jupyter Notebook
• 
• TensorFlow-Regularizer + BART Reconstruction
• Jupyter Notebook
• 
• Neural Networks in BART
• Jupyter Notebook
• 

All content is also available on GitHub: Software Demo: Jupyter Notebooks

Links

Event Page in the ISMRM program-at-a-glance

BART Toolbox

Workshop Materials

Webinar Materials

Acknowledgements

This work is supported by NIH Grant U24EB029240-01 and by the Niedersächsisches Vorab funding line of the Volkswagen Foundation.

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