EEG-Based Depression Detection Device

Affective BCI Fusion Detection

Integrates affective BCI and resting-state EEG, fusing multimodal features for high-accuracy screening.

Zhang, Xiaofei · Li, Kendi · Chen, Di · Li, Weiming · Sun, Jiaqi · Chen, Lei · Cao, Liping · Li, Yuanqing

Neuroscience Bulletin 2024

Specifications

交叉验证准确率

{'zh': '86.54', 'en': ''} %

独立测试集准确率

{'zh': '88.20', 'en': ''} %

Advantages

40 depressed adolescents and 40 matched controls