Author

Isak B. Blank

National Research University Higher School of Economics

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Neuroscience· 1

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Research Focus:clustering· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Daniil VlasenkoiD· 1 shared Dzerassa KadievaiD· 1 shared F. RatnikoviD· 1 shared Valeriya KirovaiD· 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 VlasenkoORCID

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1 paper

Recent·Most cited

Decoding Cognitive States from fMRI Using Classical Machine Learning and Temporal Dynamics Analysis: An Interpretable Approach Using the Human Connectome Project

Valeriya Kirova, Dzerassa Kadieva, Daniil Vlasenko, F. Ratnikov, Isak B. Blank

This paper uses classical machine learning and temporal dynamics analysis to classify task-induced brain states from fMRI data, showing that temporal activity patterns are critical for distinguishing cognitive states.

bioRxiv · Jun 1, 2026 · PreprintNeuroscience