Mutual Information Based Fusion Model (MIBFM): Mild Depression Recognition Using EEG and Pupil Area Signals

The detection of mild depression is conducive to the early intervention and treatment of depression. This study explored the fusion of electroencephalography (EEG) and pupil area signals to build an effective and convenient mild depression recognition model. We proposed Mutual Information Based Fusi...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on affective computing 2023-07, Vol.14 (3), p.2102-2115
Hauptverfasser:	Zhu, Jing, Yang, Changlin, Xie, Xiannian, Wei, Shiqing, Li, Yizhou, Li, Xiaowei, Hu, Bin
Format:	Artikel
Sprache:	eng
Schlagworte:	Brain modeling Depression EEG Electrodes Electroencephalography Eye movements Feature extraction Fuses mild depression multimodal fusion mutual information pupil area signal Pupils Recognition
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!