Projects
Open-source tools and software I have developed for brain connectivity analysis, neuroimaging data harmonization, and machine learning in neuroscience.
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BrainNetClass
A MATLAB toolbox for brain network construction and classification. Supports multiple connectivity estimation methods (Pearson correlation, sparse representation, high-order FC) and standard ML classifiers. Used for brain disorder diagnosis from resting-state fMRI data. github pdf |
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Distribution Matching for Structural Connectivity Harmonization
A Python implementation of distribution-matching harmonization for multi-site brain structural connectivity data. Addresses batch effects from scanner and protocol differences in diffusion MRI tractography, enabling pooling of large multi-site datasets. github pdf |
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Multiscale Brain Aging Analysis
Code for discovering multiscale functional connectivity patterns associated with brain aging using harmonized rsfMRI data from the iSTAGING multi-cohort study (thousands of subjects). Combines data harmonization, graph-based connectivity, and machine learning for brain age prediction. github pdf |