Publications using pyspi

This page lists scientific research publications that have used pyspi. In cases where journal articles are not open access (marked by 📗), we also provide a link to the freely accessible preprint (marked by 📙). Links to GitHub code repositories (marked by 💻) are also provided where possible. To summarise:

• 📗 = Journal is not open access.

• 📙 = Freely accessible pre-print.

• 💻 = Code available.

Original Paper 📕

Introduced pyspi as a comprehensive library of statistics of pairwise interactions and assessed their behaviour on a range of real-world and simulated systems.

📗 Nature Computational Science (2023).

📙 arXIv preprint (2023).

💻 GitHub repository.

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Applications Papers

The following publications have utilised pyspi for a variety of real-world applications including:

Extracting interpretable disorder-specific dynamical signatures from fMRI neuroimaging data.

📙 bioRxiv (2024).

💻 Code.

A comprehensive empirical exploration of different connectivity metrics using resting-state fMRI.

📙 bioRxiv (2024).

💻 TBA.

Benchmarking methods for mapping functional connectivity in the brain.

📙 bioRxiv (2024).