Author

Ekaterina I. Pchitskaya

Peter the Great St. Petersburg Polytechnic UniversityORCID 0000-0002-3644-6886Unclaimed 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 Research Focus:cell type annotation· 1 Research Focus:differential expression· 1 Assay:imaging· 1 Organism:mouse· 1 Research Focus:software / tool· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Daniil BaeviD· 1 shared Evgenii GerasimoviD· 1 shared Georgii RaeviD· 1 shared V. V. ChukanoviD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperNeuroscience

Daniil BaevORCID

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1 paper

Recent·Most cited

NeuroscienceIEEE Transactions on Neural Systems and Rehabilitation EngineeringPeer-reviewedJan 1, 2026

NEuRT: A Transformer-Based Model for Explainable Neuronal Activity Analysis

Georgii Raev, Daniil Baev, Evgenii Gerasimov…·Ekaterina I. Pchitskaya

NEuRT, a BERT-based model, analyzes neuronal activity to classify Alzheimer's disease models by identifying group-specific features through attention maps.

1 citation

mouseimaging

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