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CALSczNet: Convolution Neural Network with Attention and LSTM for the Detection of Schizophrenia Using EEG Signals

Schizophrenia (SZ) is a serious psychological disorder that affects nearly 1% of the global population. The progression of SZ disorder causes severe brain damage; its early diagnosis is essential to limit adverse effects. Electroencephalography (EEG) is commonly used for SZ detection, but its manual...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Norah Almaghrabi, Muhammad Hussain, Ashwaq Alotaibi
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2024-06-01
Schriftenreihe:Mathematics
Schlagworte:
Schizophrenia (SZ)
Electroencephalography (EEG)
deep learning
Temporal Attention (TA)
Local Attention (LA)
Long Short-Term Memory (LSTM)
Online-Zugang:https://www.mdpi.com/2227-7390/12/13/1989
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