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Open Access
Peer-reviewed
Methods
Somnotate: A probabilistic sleep stage classifier for studying vigilance state transitions
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Paul J. N. Brodersen,
Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliation Department of Pharmacology, University of Oxford; Mansfield Road, Oxford, United Kingdom
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Hannah Alfonsa,
Roles Data curation, Investigation
Affiliation Department of Pharmacology, University of Oxford; Mansfield Road, Oxford, United Kingdom
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Lukas B. Krone,
Roles Data curation, Investigation, Project administration
Affiliation Department of Physiology, Anatomy and Genetics, University of Oxford; Parks Road, United Kingdom
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Cristina Blanco-Duque,
Roles Data curation, Investigation
Affiliation Department of Physiology, Anatomy and Genetics, University of Oxford; Parks Road, United Kingdom
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Angus S. Fisk,
Roles Data curation
Affiliation Nuffield Department of Clinical Neurosciences, University of Oxford; John Radcliffe Hospital, Oxford, United Kingdom
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Sarah J. Flaherty,
Roles Data curation
Affiliation Department of Physiology, Anatomy and Genetics, University of Oxford; Parks Road, United Kingdom
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Mathilde C. C. Guillaumin,
Roles Data curation
Affiliations Nuffield Department of Clinical Neurosciences, University of Oxford; John Radcliffe Hospital, Oxford, United Kingdom, Sleep and Circadian Neuroscience Institute, University of Oxford; Oxford, United Kingdom, Institute for Neuroscience, Department of Health Sciences and Technology, ETH Zurich; Schwerzenbach, Switzerland
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Yi-Ge Huang,
Roles Data curation
Affiliation Department of Physiology, Anatomy and Genetics, University of Oxford; Parks Road, United Kingdom
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Martin C. Kahn,
Roles Data curation
Affiliation Department of Physiology, Anatomy and Genetics, University of Oxford; Parks Road, United Kingdom
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Laura E. McKillop,
Roles Data curation
Affiliation Department of Physiology, Anatomy and Genetics, University of Oxford; Parks Road, United Kingdom
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Linus Milinski,
Roles Data curation
Affiliation Department of Physiology, Anatomy and Genetics, University of Oxford; Parks Road, United Kingdom
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Lewis Taylor,
Roles Data curation
Affiliation Nuffield Department of Clinical Neurosciences, University of Oxford; John Radcliffe Hospital, Oxford, United Kingdom
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Christopher W. Thomas,
Roles Data curation
Affiliation Department of Physiology, Anatomy and Genetics, University of Oxford; Parks Road, United Kingdom
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Tomoko Yamagata,
Roles Data curation, Investigation
Affiliation Nuffield Department of Clinical Neurosciences, University of Oxford; John Radcliffe Hospital, Oxford, United Kingdom
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Russell G. Foster,
Roles Funding acquisition, Supervision
Affiliation Sleep and Circadian Neuroscience Institute, University of Oxford; Oxford, United Kingdom
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Vladyslav V. Vyazovskiy,
Roles Data curation, Funding acquisition, Project administration, Supervision
Affiliation Department of Physiology, Anatomy and Genetics, University of Oxford; Parks Road, United Kingdom
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Colin J. Akerman
Roles Conceptualization, Funding acquisition, Project administration, Supervision, Writing – review & editing
* E-mail: colin.akerman@pharm.ox.ac.uk
Affiliation Department of Pharmacology, University of Oxford; Mansfield Road, Oxford, United Kingdom
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Somnotate: A probabilistic sleep stage classifier for studying vigilance state transitions
- Paul J. N. Brodersen,
- Hannah Alfonsa,
- Lukas B. Krone,
- Cristina Blanco-Duque,
- Angus S. Fisk,
- Sarah J. Flaherty,
- Mathilde C. C. Guillaumin,
- Yi-Ge Huang,
- Martin C. Kahn,
- Laura E. McKillop
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- Published: January 17, 2024
- https://doi.org/10.1371/journal.pcbi.1011793