Assessing Region-Level EEG Contributions to Cognitive Workload Prediction

In three linesComparative study of brain region importance (EEG) for cognitive workload prediction. Analysis across 4 public datasets: frontal electrodes outperform full-scalp baseline by 15-20% in relative rank position using fewer sensors. Fronto-central regions show most stable predictive utility.

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