felenitaribeiro / TwinID_with_connectome_fingerprinting

Connectome fingerprinting with Python

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Twin identification with connectome fingerprinting

This repository contains all source code necessary to replicate our recent work entitled "Inferring the heritability of large-scale functional networks with a multivariate ACE modeling approach" available on bioRxiv.

General information

Connectome fingerprinting scripts are all available at ./src and figures were generated with scripts located at ./plots.

Requirements

All packages necessary to replicate the analyses are listed at requirements.txt. Cliff's delta was calculated using the following repository: https://github.com/neilernst/cliffsDelta

Citation

Please cite our paper if you use our model (available at https://github.com/frcsantos/heritability) or if it was somewhat useful for you.

@article{Ribeiro2021,
    title = {{Inferring the heritability of large-scale functional networks with a multivariate ACE modeling approach}},
    author = {Ribeiro, Fernanda L and dos Santos, Felipe R C and Sato, Joao R and Pinaya, Walter H L and Biazoli, Claudinei E},
    doi = {10.1101/437335},
    journal = {bioRxiv},
    url = {https://www.biorxiv.org/content/early/2020/09/16/437335},
    year = {2020}
}

Contact

Fernanda L. Ribeiro <fernanda.ribeiro@uq.edu.au>

License

MIT License

Copyright (c) 2021 Fernanda Lenita Ribeiro

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Connectome fingerprinting with Python

License:MIT License


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