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python bindings for ROBEX brain extraction

Project description

pyrobex

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Python bindings for ROBEX brain extraction.

This package comes with ROBEX v1.2 for Linux. Windows is not currently supported.

Install

The easiest way to install the package is with:

pip install pyrobex

Alternatively, you can download the source and run:

python setup.py install

Basic Usage

This package provides a CLI (to the CLI) of ROBEX for convenience and testing which can be accessed through, e.g.,:

robex path/to/t1w_image.nii -os path/to/stripped.nii -om path/to/mask.nii

The real use-case of this package is by importing robex and using it within another script or neuroimaging pipeline, e.g.,

import nibabel as nib
from pyrobex.robex import robex
image = nib.load('path/to/t1w_image.nii')
stripped, mask = robex(image)

References

If you use this package in support of an academic publication, please cite:

@article{iglesias2011robust,
  title={Robust brain extraction across datasets and comparison with publicly available methods},
  author={Iglesias, Juan Eugenio and Liu, Cheng-Yi and Thompson, Paul M and Tu, Zhuowen},
  journal={IEEE transactions on medical imaging},
  volume={30},
  number={9},
  pages={1617--1634},
  year={2011},
  publisher={IEEE}
}

History

0.4.2 (2021-05-25)

  • Use black code style and add tests, docs.

0.4.1 (2021-05-06)

  • Improve logging.

0.4.0 (2021-05-06)

  • Fix logging in CLI.

0.3.0 (2021-05-06)

  • Fix to antspy backend.

0.2.0 (2021-05-06)

  • Fixes the distribution of ROBEX on PyPI.

0.1.0 (2021-05-05)

  • First release on PyPI.

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