Author

Tomasz M. Rutkowski

Nicolaus Copernicus UniversityORCID 0000-0002-4259-4121Unclaimed 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 Approach:deep learning· 1 Assay:electronic health records· 1

Frequent Co-Authors

Mihoko OtakeiD· 1 shared Riki Sakurai· 1 shared Shin’ichiro KanohiD· 1 shared Simon KojimaiD· 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

Mihoko OtakeORCID

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1 paper

Recent·Most cited

Multimodal EEG-fNIRS Fusion for Passive BCI-based Depressive State Classification

Riki Sakurai, Simon Kojima, Mihoko Otake, Shin’ichiro Kanoh, Tomasz M. Rutkowski

This paper develops a multimodal EEG-fNIRS pBCI system to classify depressive states using BDI-II scores, achieving 90.9% balanced accuracy and 0.867 F1-score through SincShallowNet.

bioRxiv · Apr 8, 2026 · PreprintNeuroscience