Author

L. S. Sidorov

Lomonosov Moscow State UniversityORCID 0009-0000-6060-252XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:electronic health records· 1 Approach:machine learning (classical)· 1

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Anna V MakarovaiD· 1 shared Archil Iverievich MaysuradzeiD· 1 shared Mikhail A. LebedeviD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperNeuroscience

Anna V MakarovaORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintJun 22, 2026

Data aggregation strategies for a P300 speller: decoding models, epoch averaging, cross-subject ensembles, and multi-channel models

L. S. Sidorov, Anna V Makarova, Archil Iverievich Maysuradze, Mikhail A. Lebedev

This paper compares data aggregation strategies for improving P300 classification using EEG, finding that controlled cross-subject averaging with multi-channel models achieves high Information Transfer Rate.

DOI 10.64898/2026.06.17.732982

electronic health recordsmachine learning (classical)

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