Author

Takashi Abe

University of TsukubaORCID 0000-0002-4100-1427Unclaimed ORCID profile · follow to get notified of new preprints

Additional preprints under this name without ORCID

Takashi Abe1 paper · The University of Tokyo

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:clustering· 1 Assay:electronic health records· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Andrés Felipe SoleriD· 1 shared Håkon Stenwig· 1 shared Junya Furuki· 1 shared Marta MolinasiD· 1 shared Yoko SuzukiiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperNeuroscience

Andrés Felipe SolerORCID

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1 paper

Recent·Most cited

Automatic Sleep Stage Classification with Optimized Selection of EEG Channels

Håkon Stenwig, Andrés Felipe Soler, Junya Furuki, Yoko Suzuki, Takashi Abe, Marta Molinas

This paper presents an ensemble algorithm that automatically classifies sleep stages using an optimized minimal number of EEG channels, achieving high accuracy with only 3 channels.

International Conference on Machine Learning and Applications · Dec 1, 2022Peer-reviewedNeuroscience