Detection of personal and situational anxiety based  on electroencephalography using machine learning

A. V. Avsievich; D. S. Zheikov; A. V. Ivaschenko; V. V. Avsievich; I. A. Shirokov; A. E. Ponomarev; E. V. Zarov; A. V. Kolsanov

Proceedings of the Southwest State University. Series: IT Management, Computer Science, Computer Engineering. Medical Equipment Engineering
Izvestiâ Ûgo-Zapadnogo gosudarstvennogo universiteta. Seriâ Upravlenie, vyčislitelʹnaâ tehnika, informatika. Medicinskoe

ISSN 2223-1536 (Print)

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Proceedings of the Southwest State University. Series: IT Management, Computer Science, Computer Engineering. Medical Equipment Engineering

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Avsievich A.V., Zheikov D.S., Ivaschenko A.V., Avsievich V.V., Shirokov I.A., Ponomarev A.E., Zarov E.V., Kolsanov A.V. Detection of personal and situational anxiety based on electroencephalography using machine learning. Proceedings of the Southwest State University. Series: IT Management, Computer Science, Computer Engineering. Medical Equipment Engineering. 2025;15(2):8-24. (In Russ.) https://doi.org/10.21869/2223-1536-2025-15-2-8-24

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ISSN 2223-1536 (Print)

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About the Authors

A. V. Avsievich
Samara State Medical University of the Ministry of Health of the Russian Federation
Russian Federation

Alexandr V. Avsievich, Candidate of Sciences (Engineering), Associate Professor of the Department of Medical Physics, Mathematics and Informatics