Possibilities of using neural network analysis in ultrasound diagnostics of congenital malformations of the fetus in the second trimester of pregnancy

A. V. Pomortsev; Yu. Yu. Dyachenko; E. A. Arutyunyan; M. A. Matosyan; L. A. Khagurova; A. S. Novikova

Radiology - Practice
Radiologiâ – praktika

ISSN 2713-0118 (Online)

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Pomortsev A.V., Dyachenko Yu.Yu., Arutyunyan E.A., Matosyan M.A., Khagurova L.A., Novikova A.S. Possibilities of using neural network analysis in ultrasound diagnostics of congenital malformations of the fetus in the second trimester of pregnancy. Radiology - Practice. 2025;(5):47-59. (In Russ.) https://doi.org/10.52560/2713-0118-2025-5-47-59

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ISSN 2713-0118 (Online)

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About the Authors

A. V. Pomortsev
Federal State Budgetary Educational Institution Kuban State Medical University of Ministry of Health of the Russian Federation
Russian Federation

Pomortsev Alexey Viktorovich, MD, Professor, Head of the Department of Radiation Diagnostics No. 1

Krasnodar

Yu. Yu. Dyachenko
Federal State Budgetary Educational Institution Kuban State Medical University of Ministry of Health of the Russian Federation; The State Budgetary Healthcare Institution «Children's Regional Clinical Hospital» of the Ministry of Health of the Krasnodar Territory
Russian Federation

Dyachenko Yulia Yurievna, PhD, Associate Professor of the Department of Radiation Diagnostics No. 1, Kuban State Medical University

Krasnodar

E. A. Arutyunyan
Federal State Budgetary Educational Institution Kuban State Medical University of Ministry of Health of the Russian Federation
Russian Federation

Arutyunyan Ekaterina Alekseevna, Clinical Resident of the Department of Radiation Diagnostics No. 1

Krasnodar

M. A. Matosyan
Federal State Budgetary Educational Institution Kuban State Medical University of Ministry of Health of the Russian Federation
Russian Federation

Matosyan Mariam Albertovna, Assistant of the Department of Radiation Diagnostics No. 1

Krasnodar

L. A. Khagurova
Federal State Budgetary Educational Institution Kuban State Medical University of Ministry of Health of the Russian Federation; The State Budgetary Healthcare Institution «Children's Regional Clinical Hospital» of the Ministry of Health of the Krasnodar Territory
Russian Federation

Khagurova Lyubov Aslanovna, Laboratory assistant at the Department of Radiation Diagnostics No. 1, Kuban State Medical University; ultrasound diagnostics doctor at the Regional Perinatal Center

Krasnodar

A. S. Novikova
Federal State Budgetary Educational Institution Kuban State Medical University of Ministry of Health of the Russian Federation; The State Budgetary Healthcare Institution «Children's Regional Clinical Hospital» of the Ministry of Health of the Krasnodar Territory
Russian Federation

Novikova Anastasia Sergeevna, Laboratory assistant at the Department of Radiation Diagnostics No. 1, Kuban State Medical University; Ultrasound diagnostics doctor at the Regional Perinatal Center

Krasnodar

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