Author

Sven Hollowell

University of OxfordORCID 0000-0001-8017-0787Unclaimed 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:clustering· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Aiden DohertyiD· 1 shared Chris HolmesiD· 1 shared Louis J. M. AslettiD· 1 shared Matthew WillettsiD· 1 shared

Activity by Year

2018-2018 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Aiden DohertyORCID

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1 paper

Recent·Most cited

BioinformaticsScientific ReportsPeer-reviewedMay 15, 2018

Statistical machine learning of sleep and physical activity phenotypes from sensor data in 96,220 UK Biobank participants

Matthew Willetts, Sven Hollowell, Louis J. M. Aslett…·Aiden Doherty

The paper develops a machine learning model to classify physical activity and sleep behaviors from sensor data in UK Biobank participants, achieving 87% accuracy.

250 citationstop 1%

humanimaging

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