Výsledky vyhledávání - "Andrey Kiryasov"

Akademický článek

Prediction of brain sex from EEG: using large-scale heterogeneous dataset for developing a highly accurate and interpretable ML model

Autor: Mariam Khayretdinova, Ilya Zakharov, Polina Pshonkovskaya, Timothy Adamovich, Andrey Kiryasov, Andrey Zhdanov, Alexey Shovkun

Publikováno v: NeuroImage, Vol 285, Iss , Pp 120495- (2024)

Abstrac: This study presents a comprehensive examination of sex-related differences in resting-state electroencephalogram (EEG) data, leveraging two different types of machine learning models to predict an individual's sex. We utilized data from the

Externí odkaz: https://doaj.org/article/3ac32331aecb44a1a6adf83f68fce090

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Akademický článek

Predicting age from resting-state scalp EEG signals with deep convolutional neural networks on TD-brain dataset

Autor: Mariam Khayretdinova, Alexey Shovkun, Vladislav Degtyarev, Andrey Kiryasov, Polina Pshonkovskaya, Ilya Zakharov

Publikováno v: Frontiers in Aging Neuroscience, Vol 14 (2022)

IntroductionBrain age prediction has been shown to be clinically relevant, with errors in its prediction associated with various psychiatric and neurological conditions. While the prediction from structural and functional magnetic resonance imaging d

Externí odkaz: https://doaj.org/article/068ac19b2ae741d2af7578c883896c91

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Optimization of the Deep Neural Networks for Seizure Detection

Autor: Alexey Shovkun, Andrey Kiryasov, Ilya Zakharov, Mariam Khayretdinova

Publikováno v: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::72cc0c6e971656f4a31e5c3a7c6f0a6f
https://doi.org/10.1109/icassp49357.2023.10094645

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