Author

Elizaveta Sirotina

ORCID 0009-0000-5548-1284Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:electronic health records· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Alexandra HertziD· 1 shared Anton Orlovskii· 1 shared Domenico GuarinoiD· 1 shared Juliette L Y ChampaudiD· 1 shared Moritz GersteriD· 1 shared Silvia TulliiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

Alexandra HertzORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintJun 16, 2026

Stimulus identity rather than emotion drives EEG classification on the FACED dataset

Moritz Gerster, Elizaveta Sirotina, Anton Orlovskii…·Silvia Tulli

The paper shows that EEG classification on the FACED dataset is driven by stimulus identity rather than emotion, highlighting design flaws in the dataset.

1 citation

humanelectronic health records

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