Convolutional neural network propagation on electroencephalographic scalograms for detection of schizophrenia

•Scalograms of EEG signals were used as potential biomarkers of schizophrenia.•Identification of biomarkers in schizophrenia heritability.•Low-frequency oscillations might be a general characteristic of patients. Electroencephalographic analysis (EEG) has emerged as a powerful tool for brain state i...

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Veröffentlicht in:	Clinical neurophysiology 2022-07, Vol.139, p.90-105
Hauptverfasser:	Korda, A.I., Ventouras, E., Asvestas, P., Toumaian, Maida, Matsopoulos, G.K., Smyrnis, N.
Format:	Artikel
Sprache:	eng
Schlagworte:	Convolutional neural networks EEG Heatmap Layer-wise relevance propagation Schizophrenia Transfer learning
Online-Zugang:	Volltext
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