Extreme value theory inspires explainable machine learning approach for seizure detection
Karpov, Oleg E, Grubov, Vadim V, Maksimenko, Vladimir A, Kurkin, Semen A, Smirnov, Nikita M, Utyashev, Nikita P, Andrikov, Denis A, Shusharina, Natalia N, Hramov, Alexander E
Published in Scientific reports (06.07.2022)
Published in Scientific reports (06.07.2022)
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Journal Article
Evaluation of Unsupervised Anomaly Detection Techniques in Labelling Epileptic Seizures on Human EEG
Karpov, Oleg E, Khoymov, Matvey S, Maksimenko, Vladimir A, Grubov, Vadim V, Utyashev, Nikita, Andrikov, Denis A, Kurkin, Semen A, Hramov, Alexander E
Published in Applied sciences (01.05.2023)
Published in Applied sciences (01.05.2023)
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Journal Article
Detecting epileptic seizures using machine learning and interpretable features of human EEG
Karpov, Oleg E., Afinogenov, Sergey, Grubov, Vadim V., Maksimenko, Vladimir, Korchagin, Sergey, Utyashev, Nikita, Hramov, Alexander E.
Published in The European physical journal. ST, Special topics (01.05.2023)
Published in The European physical journal. ST, Special topics (01.05.2023)
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Journal Article
Analysis of Publication Activity and Research Trends in the Field of AI Medical Applications: Network Approach
Karpov, Oleg E, Pitsik, Elena N, Kurkin, Semen A, Maksimenko, Vladimir A, Gusev, Alexander V, Shusharina, Natali N, Hramov, Alexander E
Published in International journal of environmental research and public health (30.03.2023)
Published in International journal of environmental research and public health (30.03.2023)
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Journal Article
Two-Stage Approach With Combination of Outlier Detection Method and Deep Learning Enhances Automatic Epileptic Seizure Detection
Grubov, Vadim V., Nazarikov, Sergei I., Kurkin, Semen A., Utyashev, Nikita P., Andrikov, Denis A., Karpov, Oleg E., Hramov, Alexander E.
Published in IEEE access (2024)
Published in IEEE access (2024)
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LEGAL BASIS AND SPECIFIC FEATURES OF FEDERAL INSTITUTIONS OF PUBLIC HEALTH REORGANIZATION ACCORDING TO RUSSIAN CIVIL LEGISLATION
Oleg E. Karpov, Irina V. Fadeeva, Dmitriy N. Nikitenko, Victor V. Tretyakov, Ekaterina M. Nushtaeva
Published in Vestnik Rossijskogo èkonomičeskogo universiteta imeni G. V. Plehanova (26.03.2018)
Published in Vestnik Rossijskogo èkonomičeskogo universiteta imeni G. V. Plehanova (26.03.2018)
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Error-aware CNN improves automatic epileptic seizure detection
Grubov, Vadim, Nazarikov, Sergei, Utyashev, Nikita, Karpov, Oleg E.
Published in The European physical journal. ST, Special topics (12.08.2024)
Published in The European physical journal. ST, Special topics (12.08.2024)
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Journal Article
TOPICAL ISSUES OF LEGAL REGULATION OF APPLICATION INFORMATION TECHNOLOGIES IN THE MEDICAL ACTIVITY
Oleg E. Karpov, Dmitriy N. Nikitenko, Victor V. Tretyakov, Ekaterina M. Nushtaeva
Published in Vestnik Rossijskogo èkonomičeskogo universiteta imeni G. V. Plehanova (01.09.2017)
Published in Vestnik Rossijskogo èkonomičeskogo universiteta imeni G. V. Plehanova (01.09.2017)
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Journal Article
Register of Microorganisms as a Tool for Automated Antibiotics Consumption Planning and Monitoring of Antibiotic Resistance in Intensive Care Units and Specilized Hospital Departments
Karpov, O. E., Gusarov, V. G., Lashenkova, N. N., Petrova, N. V., Dementienko, M. V., Shilkin, D. N., Nesterova, E. E., Zamyatin, M. N.
Published in Obshchai͡a︡ reanimatologii͡a (2016)
Published in Obshchai͡a︡ reanimatologii͡a (2016)
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