Tomer Amit

Predicting local fMRI activations from EEG: a Feasibility Study Using Both Classical and Modern Machine Learning Pipelines

fMRI’s clinical use is limited by cost, while EEG is more accessible but lacks spatial detail and deep brain coverage. Research aims to predict deep brain activations from combined fMRI and EEG data. We compare classical machine learning and a CNN-transformer pipeline for this mapping across multipl…