An Improved Empirical Mode Decomposition of Electroencephalogram Signals for Depression Detection

Depression is a mental disorder characterized by persistent low mood that affects a person's thoughts, behavior, feelings, and sense of well-being. According to the World Health Organization (WHO), depression will become the second major life-threatening illness in 2020. Electroencephalogram (E...

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Veröffentlicht in:	IEEE transactions on affective computing 2022-01, Vol.13 (1), p.262-271
Hauptverfasser:	Shen, Jian, Zhang, Xiaowei, Wang, Gang, Ding, Zhijie, Hu, Bin
Format:	Artikel
Sprache:	eng
Schlagworte:	Depression EEG Electroencephalography empirical mode decomposition Feature extraction Hospitals Mental depression Mental disorders Physiology Singular value decomposition Thermal expansion Time-frequency analysis
Online-Zugang:	Volltext
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