Dr. Maxim Sharaev Profile

Dr. Maxim Sharaev

at Skolkovo Institute of Science and Technology

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Publications (5)

Proceedings Article | 7 June 2023 Paper

Autoencoders with deformable convolutions for latent representation of EEG spectrograms in classification tasks

Maria Zubrikhina, Dmitrii Masnyi, Rifat Hamoudi, Hamid Alhaj, Bashar Issa, Almira Kustubaeva, Altyngul Kamzanova, Manzura Zholdassova, Alexander Bernstein, Evgeny Burnaev, Alexey Artemov, Maxim Sharaev

Proceedings Volume 12701, 127011D (2023) https://doi.org/10.1117/12.2679806

KEYWORDS: Electroencephalography, Data modeling, Deformation, Convolution, Feature extraction, Machine learning, 3D modeling

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Proceedings Article | 4 January 2021 Paper

Domain shift in computer vision models for MRI data analysis: an overview

Ekaterina Kondrateva, Marina Pominova, Elena Popova, Maxim Sharaev, Alexander Bernstein, Evgeny Burnaev

Proceedings Volume 11605, 116050H (2021) https://doi.org/10.1117/12.2587872

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Proceedings Article | 4 January 2021 Paper

Fader networks for domain adaptation on fMRI: ABIDE-II study

Marina Pominova, Ekaterina Kondrateva, Maxim Sharaev, Alexander Bernstein, Evegeny Burnaev

Proceedings Volume 11605, 116051Z (2021) https://doi.org/10.1117/12.2587348

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Proceedings Article | 31 January 2020 Paper

Topological data analysis in computer vision

Alexander Bernstein, Eugeny Burnaev, Maxim Sharaev, Ekaterina Kondrateva, Oleg Kachan

Proceedings Volume 11433, 114332H (2020) https://doi.org/10.1117/12.2562501

KEYWORDS: Image segmentation, Video, Clouds

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Proceedings Article | 31 January 2020 Paper

Machine learning models reproducibility and validation for MR images recognition

Ekaterina Kondrateva, Polina Belozerova, Maxim Sharaev, Evgeny Burnaev, Alexander Bernstein, Irina Samotaeva

Proceedings Volume 11433, 114330Z (2020) https://doi.org/10.1117/12.2559525

KEYWORDS: Data modeling, Epilepsy, Magnetic resonance imaging, Machine learning, Performance modeling, Brain, Statistical modeling, Functional magnetic resonance imaging, Computer vision technology

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