A novel multi-modal machine learning based approach for automatic classification of EEG recordings in dementia

Electroencephalographic (EEG) recordings generate an electrical map of the human brain that are useful for clinical inspection of patients and in biomedical smart Internet-of-Things (IoT) and Brain-Computer Interface (BCI) applications. From a signal processing perspective, EEGs yield a nonlinear an...

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Veröffentlicht in:	Neural networks 2020-03, Vol.123, p.176-190
Hauptverfasser:	Ieracitano, Cosimo, Mammone, Nadia, Hussain, Amir, Morabito, Francesco C.
Format:	Artikel
Sprache:	eng
Schlagworte:	Alzheimer’s disease Bispectrum Continuous wavelet transform Data fusion Machine learning Mild cognitive impairment
Online-Zugang:	Volltext
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