Utilizing Machine Learning for Brain Functional Connectivity Analysis

  • Created Predictive flow algorithm: discovers the relationship between brain regions based on their temporal sequences of activation using machine learning. [Github]

  • Analyzed one of the largest datasets for brain neuroimaging: 800+ participants, 220 temporal scans, 200K data point per scan (~ 1 TB)

Techniques: Matlab, Python, R, Jupyter, L1 regularized regression (LASSO)