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Dr. Natalia Konnova
at Bauman Moscow State Technical Univ
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Publications (4)
Proceedings Article | 11 November 2021 Paper
Application of sigmoidal functions based on atomic functions in a machine learning problem of the analysis of biomedical and biometric data
Natalia Konnova, Mikhail Basarab
Proceedings Volume 12076, 120760S (2021) https://doi.org/10.1117/12.2612001
KEYWORDS: Neural networks, Biometrics, Machine learning, Convolutional neural networks
Proceedings Article | 10 November 2020 Paper
Application of machine learning algorithms for SCG signal classification
Natalia Konnova, Mikhail Basarab, Vera Khaperskaya
Proceedings Volume 11584, 115841L (2020) https://doi.org/10.1117/12.2579578
KEYWORDS: Machine learning, Neural networks, Convolutional neural networks, Decision support systems, Seismic sensors
Proceedings Article | 27 November 2019 Paper
Convolutional neural networks application in cardiovascular decision support systems
Natalia Konnova, Mikhail Basarab, Michael Khachatryan, Anna Domracheva, Igor Ivanov
Proceedings Volume 11321, 113212D (2019) https://doi.org/10.1117/12.2548193
KEYWORDS: Electrocardiography, Neurons, Convolutional neural networks, Neural networks, Decision support systems, Machine learning, Diagnostics, Cardiovascular system
Proceedings Article | 29 October 2018 Paper
Image processing using artificial intelligence methods in cardiovascular decision support systems
N. Konnova, M. Basarab, D. Basarab
Proceedings Volume 10836, 108361U (2018) https://doi.org/10.1117/12.2515343
KEYWORDS: Decision support systems, Image processing, Diagnostics, Neural networks, Artificial intelligence, Electrocardiography, Convolutional neural networks, Blood circulation, Systems modeling, Sensors
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