Author

Caleb Mayer

Stanford UniversityORCID 0000-0002-8286-2186Unclaimed 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:clustering· 1 Assay:electronic health records· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Dae Wook KimiD· 1 shared Daniel B. ForgeriD· 1 shared Minki P. LeeiD· 1 shared Olivia WalchiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Dae Wook KimORCID

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1 paper

Recent·Most cited

The combination of topological data analysis and mathematical modeling improves sleep stage prediction from consumer-grade wearables

Minki P. Lee, Dae Wook Kim, Caleb Mayer, Olivia Walch, Daniel B. Forger

This paper improves sleep stage prediction from wearable data by combining topological data analysis and mathematical modeling, achieving better accuracy in REM and NREM classification.

Journal of Biological Rhythms · Nov 18, 2024Peer-reviewedBioinformatics