Author

Ivan Tyukin

ORCID 0000-0002-7359-7966Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:electronic health records· 1 Approach:statistical model· 1

Frequent Co-Authors

Ekaterina AntipushinaiD· 1 shared Riccardo De FeoiD· 1 shared Yury KoushiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Ekaterina AntipushinaORCID

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1 paper

Recent·Most cited

EEG-to-fMRI Prediction for Neurofeedback: Evaluating Regularized Regression and Clustering Approaches

Riccardo De Feo, Ekaterina Antipushina, Ivan Tyukin, Yury Koush

The paper evaluates regularized regression and clustering approaches to predict fMRI activity from EEG data, finding that clustering improves predictability but generalization remains limited.

bioRxiv · May 20, 2025 · PreprintBioinformatics