Denis A. Andrikov

Extreme value theory inspires explainable machine learning approach for seizure detection

Vadim Grubov, Vladimir Maksimenko, Semen Kurkin et al. · Scientific Reports · 2022 · 41 citations · Full text

Computing, Computer Science, Epilepsy +16

Two-Stage Approach With Combination of Outlier Detection Method and Deep Learning Enhances Automatic Epileptic Seizure Detection

Vadim Grubov, Sergei Nazarikov, Semen Kurkin et al. · IEEE Access · 2024 · 37 citations · Full text

Computing, Computer Science, Computer Vision +10

Noise amplification precedes extreme epileptic events on human EEG

Vadim Grubov, Vladimir Maksimenko, Nikita Utaschev et al. · Physical review. E · 2021 · 35 citations

Life Sciences, Neuroscience, Physics +17

Evaluation of Unsupervised Anomaly Detection Techniques in Labelling Epileptic Seizures on Human EEG

Matvey Khoymov, Vladimir Maksimenko, Vadim Grubov et al. · Applied Sciences · 2023 · 28 citations · Full text

Computing, Computer Science, Computer Vision +16

Open-Loop Neuroadaptive System for Enhancing Student’s Cognitive Abilities in Learning

Vadim Grubov, Marina V. Khramova, Sergey Goman et al. · IEEE Access · 2024 · 27 citations · Full text

Education, Educational Psychology, Neuroscience +10