Identifying sex differences in EEG-based emotion recognition using graph convolutional network with attention mechanism.

These findings extend efforts to characterize sex differences in emotional brain activation, provide new physiological evidence for sex-specific emotion processing, and reinforce the message that sex differences should be carefully considered in affective research and precision medicine.