In this study, we proposed an analytical framework to identify dynamic task-based functional connectivity (FC) features as new biomarkers of emotional sensitivity in nursing students, by using a combination unsupervised and supervised machine learning techniques. The FC was measured Near-Infrared Spectroscopy (fNIRS), computed sliding window correlation (SWC) analysis. A k-means clustering tech...