NiGSP (NeuroImaging Graph Signal Processing)

Latest version Release date Auto Release

See the documentation at: https://nigsp.readthedocs.io Latest DOI Licensed Apache 2.0

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image1 Supports python version

All Contributors

A python library (and toolbox!) to run Graph Signal Processing on multimodal MRI data.

The project is currently under development stage alpha. Any suggestion/bug report is welcome! Feel free to open an issue.

This project follows the all-contributors specification. Contributions of any kind welcome!

Cite

If you use nigsp in your work, please cite either the all-time Zenodo DOI general Zenodo DOI or the Zenodo DOI related to the version you are using. Please cite the following paper(s) too:

Preti, M.G., Van De Ville, D. Decoupling of brain function from structure reveals regional behavioral specialization in humans. Nat Commun 10, 4747 (2019). https://doi.org/10.1038/s41467-019-12765-7.

If you are using the Couple/Decoupled Functional Connectivity, please cite also:

Griffa, A., et al. Brain structure-function coupling provides signatures for task decoding and individual fingerprinting. NeuroImage 250, 118970 (2022). https://doi.org/10.1016/j.neuroimage.2022.118970.