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PySAP and ModOpt

PhD MRI ConvexOptimization
Pierre-Antoine Comby
Author
Pierre-Antoine Comby
PhD Student on Deep Learning for fMRI Imaging
Google Scholar
Table of Contents

PySAP and ModOpt are two python packages for MRI reconstruction and Convex Optimization.

ModOpt
#

ModOpt is a python package for convex optimization. It provides a set of tools to solve optimization problems with proximal operators. It is used in the PySAP library to solve the optimization problems in the MRI reconstruction process.

CEA-COSMIC/ModOpt

Modular Optimisation tools for solving inverse problems

Python
25
15

PySAP-MRI
#

PySAP-MRI is a python package for MRI reconstruction. It provides a set of tools to reconstruct MRI data from the k-space data. It uses the ModOpt library to solve the optimization problems.

CEA-COSMIC/pysap-mri

MRI external plugin for Python Sparse data Analysis Package

Python
41
18

PySAP-fMRI
#

PySAP-fMRI is a python package for fMRI reconstruction. It provides a set of tools to reconstruct fMRI data from the BOLD signal. It is based on the PySAP-MRI library and uses the ModOpt library to solve the optimization problems. This package is still under development.

paquiteau/pysap-fmri

Python Sparse data Analysis Package external fMRI plugin.

Python
2
0