Enhancing schizophrenia diagnosis through EEG frequency waves and information-based neural connectivity feature fusion

• Published in: Biomedical signal processing and control Vol. 106; p. 107717
• Main Author: Goshvarpour, Ateke
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.08.2025
• Subjects: Brain connectivity assessment; Correntropy; Cross-information potential; EEG frequency waves; Information-based feature fusion; Schizophrenia detection; EEG frequency waves; Cross-information potential; Correntropy; Brain connectivity assessment; Information-based feature fusion; Schizophrenia detection

•Introduces a novel brain connectivity matrix for improved schizophrenia detection.•Addresses limitations of traditional methods using a single connectivity measure.•Employs information-based techniques to enhance classification efficiency.•Demonstrates improved accuracy in schizophrenia detection u...