Diagnosis of Schizophrenia Using EEG Sensor Data: A Novel Approach with Automated Log Energy-Based Empirical Wavelet Reconstruction and Cepstral Features

Schizophrenia (SZ) is a severe mental disorder characterised by disruptions in cognition, behaviour, and perception, significantly impacting an individual’s life. Traditional SZ diagnosis methods are labour-intensive and prone to errors. This study presents an innovative automated approach for detec...

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Detalhes bibliográficos

Principais autores:	Sumair Aziz, Muhammad Umar Khan, Khushbakht Iqtidar, Raul Fernandez-Rojas
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2024-10-01
coleção:	Sensors
Assuntos:	schizophrenia electroencephalography (EEG) cepstral features automated log energy-based empirical wavelet reconstruction (ALEEWR) feature extraction machine learning
Acesso em linha:	https://www.mdpi.com/1424-8220/24/20/6508
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