Author

Yoko Suzuki

University of TsukubaORCID 0000-0001-7957-1743Unclaimed 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: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 Takashi AbeiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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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

NeuroscienceInternational Conference on Machine Learning and ApplicationsPeer-reviewedDec 1, 2022

Automatic Sleep Stage Classification with Optimized Selection of EEG Channels

Håkon Stenwig, Andrés Felipe Soler, Junya Furuki…·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.

7 citations

electronic health recordsmachine learning (classical)

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