Implementation of brain decoding, fingerprinting and behavior multivariate correlation analysis from Structural-Decoupling Index (SDI) data, as described in:
Structure-function interplay as signature for brain decoding and fingerprinting
Alessandra Griffa, Enrico Amico, Raphaël Liégeois, Dimitri Van De Ville, Maria Giulia Preti
bioRxiv 2021.04.19.440314; doi: https://doi.org/10.1101/2021.04.19.440314
The SDI quantifies the degree of structure-function dependency for each brain region, and it has been defined in previous work:
Decoupling of brain function from structure reveals regional behavioral specialization in humans
Maria Giulia Preti, Dimitri Van De Ville
Nature Communications 10, article number 4747 (2019); https://doi.org/10.1038/s41467-019-12765-7
LDA_SDI is a collection of Matlab scripts.
The documentation includes and Installation guide, Instructions to run the code, as well as Software requirements.
For questions, requesting assistance, suggesting enhancements or new ideas as well as for reporting bugs, please open an issue.