goodaycoder / mri-motion-artifact-simulation

Python framework for simulation of motion artifacts in MR images

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mri-motion-artifact-simulation

Python framework for simulation of motion artifacts in MR images

This repository introduces a Python framework for simulation of subject motion in MR images. The framework enables simulation of macroscopic 3D motion of the subject with a flexible motion trajectory for cartesian MRI. Rigid body assumption is made for subject motion and only inter-scan motion is simulated.

MRI Motion Simulation Algorithm

Prerequisites

The following libraries are required for the framework:

  • SimpleITK
  • nibabel

The code should be compatible with Python version 3.5

Installation

cd to the project root directory, activate virtualenv and run

pip install -r requirements.txt

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Python framework for simulation of motion artifacts in MR images

License:MIT License


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Language:Python 100.0%