Author

Takayuki Nozawa

Tokyo Institute of TechnologyORCID 0000-0001-6300-4373Unclaimed 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 Assay:electronic health records· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Shigeyuki IkedaiD· 2 shared Hyeonjeong JeongiD· 1 shared Kanan HiranoiD· 1 shared Kay O Kulason· 1 shared Kelssy Hitomi dos Santos Kawata· 1 shared Kohei SakakiiD· 1 shared Natasha Y. S. KawataiD· 1 shared Ryuta KawashimaiD· 1 shared

Activity by Year

2019-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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2 shared papersNeuroscience

Shigeyuki IkedaORCID

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2 papers

Recent·Most cited

NeuroscienceIEEE AccessPeer-reviewedJan 1, 2026

Improving Emotion Classification by Combining fNIRS-Derived Hemodynamic Responses with Peripheral Physiological Signals

Shigeyuki Ikeda, Sho Tsukawaki, Takayuki Nozawa

This study combines fNIRS and peripheral physiological signals to improve arousal and valence classification, achieving F1 scores of 0.73 and 0.64 respectively.

DOI 10.1109/access.2026.3746658

electronic health recordsmachine learning (classical)

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NeuroscienceScientific ReportsPeer-reviewedSep 4, 2019

Prior physical synchrony enhances rapport and inter-brain synchronization during subsequent educational communication

Takayuki Nozawa, Kohei Sakaki, Shigeyuki Ikeda…·Ryuta Kawashima

This study shows that prior physical synchrony improves rapport and inter-brain synchronization during educational communication but does not affect word memory.

95 citationstop 1%

humanimaging

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