This repository has the code relevant to the research done in the publication : https://www.biorxiv.org/content/10.1101/2021.05.10.443469v1
All the code used to perform the experiments is added in this repository. Freesurfer and graymatter features are extracted from UPENN-PNC and FNC features are from UKBioBank data respectively. Please contact the data owners of UPENN-PNC & UKBioBank to download the data.
Brain Age Prediction using Linear SVR model and Freesurfer stats features.
Brain Age Prediction using Linear SVR model and Grey Matter AAL ROI features.
Brain Age Prediction using Linear SVR model and FNC matrices as features.
Here is the information how to install and use coinstac: https://coinstac.org/ . Please contact us using https://coinstac.org/#contact for any questions.
All the best and happy researching!