Communicative Monitoring of Vaccination Prevention Based on the Analysis of Associative Series: Experience with the Application of Natural Language Processing Technologies

A. A. Kosova; A. S. Nechitaylo; E. S. Bashkirova; P. L. Shulev; R. N. An; A. V. Slobodenyuk; E. V. Tsaralunga; А. А. Косова; А. С. Нечитайло; Е. С. Башкирова; П. Л. Шулев; Р. Н. Ан; А. В. Слободенюк; Э. В. Царалунга

Epidemiology and Vaccinal Prevention
Èpidemiologiâ i vakcinoprofilaktika

ISSN 2073-3046 (Print)
ISSN 2619-0494 (Online)

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Kosova A.A., Nechitaylo A.S., Bashkirova E.S., Shulev P.L., An R.N., Slobodenyuk A.V., Tsaralunga E.V. Communicative Monitoring of Vaccination Prevention Based on the Analysis of Associative Series: Experience with the Application of Natural Language Processing Technologies. Epidemiology and Vaccinal Prevention. 2026;25(4):110-122. (In Russ.) https://doi.org/10.31631/207330462026254110122

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ISSN 2073-3046 (Print)
ISSN 2619-0494 (Online)

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About the Authors

A. A. Kosova
Federal State Budget Educational Institution of Higher Education «Ural State Medical University» of the Ministry of Health of the Russian Federation
Russian Federation

Anna A. Kosova – Cand. Sci. (Med.), Associate Professor, Head of the Department of Epidemiology, Social Hygiene, and Organization of the State Sanitary and Epidemiological Service

Ekaterinburg

A. S. Nechitaylo
Federal State Budget Educational Institution of Higher Education «Ural State Medical University» of the Ministry of Health of the Russian Federation
Russian Federation

Alexandr S. Nechitaylo – Assistant of the Department of Epidemiology, Social Hygiene, and Organization of the State Sanitary and Epidemiological Service

Тел.: +7 (343) 214-86-90

620028, г. Екатеринбург, ул. Репина, д. 3

E. S. Bashkirova
Federal State Budget Educational Institution of Higher Education «Ural State Medical University» of the Ministry of Health of the Russian Federation
Russian Federation

Elena S. Bashkirova – Assistant of the Department of Epidemiology, Social Hygiene, and Organization of the State Sanitary and Epidemiological Service

Ekaterinburg

P. L. Shulev
Federal State Budget Educational Institution of Higher Education «Ural State Medical University» of the Ministry of Health of the Russian Federation
Russian Federation

Pavel L. Shulev – Cand. Sci. (Med.), Associate Professor of the Department of Epidemiology, Social Hygiene, and Organization of the State Sanitary and Epidemiological Service

Ekaterinburg

R. N. An
Federal State Budget Educational Institution of Higher Education «Ural State Medical University» of the Ministry of Health of the Russian Federation
Russian Federation

Rozaliya N. An – Cand. Sci. (Med.), Associate Professor, Associate Professor of the Department of Epidemiology, Social Hygiene and Organization of the State Sanitary-Epidemiological Service

Ekaterinburg

A. V. Slobodenyuk
Federal State Budget Educational Institution of Higher Education «Ural State Medical University» of the Ministry of Health of the Russian Federation
Russian Federation

Aleksandr V. Slobodenyuk – Dr. Sci. (Med.), Professor, Professor of the Department of Epidemiology, Social Hygiene and Organization of the State Sanitary-Epidemiological Service

Ekaterinburg

E. V. Tsaralunga
Federal State Budget Educational Institution of Higher Education «Ural State Medical University» of the Ministry of Health of the Russian Federation
Russian Federation

Erika V. Tsaralunga – Student, Institute of Preventive Medicine

Ekaterinburg

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