In 2018 she graduated from the North Caucasus Federal University with a B.Sc. degree in Biology, in 2020 she graduated from the North Caucasus Federal University with a M.Sc. degree in Applied Mathematics and Informatics. Ph.D. student and Researcher, Department of Mathematical Modeling, North-Caucasus Federal University.
Main publications:
digital image processing, artificial intelligence, medical imaging
P. A. Lyakhov, U. A. Lyakhova, V. A. Baboshina, V. V. Baryshev, N. N. Nagornov, “Detection of attention state in children with autism spectrum disorder based on neural network classification of electroencephalograms”, Vestnik S.-Petersburg Univ. Ser. 10. Prikl. Mat. Inform. Prots. Upr., 21:1 (2025), 92–111
2024
2.
P. A. Lyakhov, U. A. Lyakhova, R. I. Abdulkadirov, “Non-convex optimization with using positive-negative moment estimation and its application for skin cancer recognition with a neural network”, Computer Optics, 48:2 (2024), 260–271
U. A. Lyakhova, P. A. Lyakhov, “Multimodal ensemble neural network system for skin cancer detection on heterogeneous dermatological data”, Vestnik S.-Petersburg Univ. Ser. 10. Prikl. Mat. Inform. Prots. Upr., 20:2 (2024), 231–243
P. A. Lyakhov, U. A. Lyakhova, “Neural network classification system for pigmented skin neoplasms with preliminary hair removal in photographs”, Computer Optics, 45:5 (2021), 728–735
