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Open Access
Peer-reviewed
Research Article
AI-Driven sleep staging from actigraphy and heart rate
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Tzu-An Song ,
Contributed equally to this work with: Tzu-An Song, Samadrita Roy Chowdhury, Masoud Malekzadeh
Roles Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliation University of Massachusetts Amherst, Amherst, MA, United States of America
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Samadrita Roy Chowdhury ,
Contributed equally to this work with: Tzu-An Song, Samadrita Roy Chowdhury, Masoud Malekzadeh
Roles Formal analysis, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing
Affiliation Massachusetts General Hospital, Boston, MA, United States of America
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Masoud Malekzadeh ,
Contributed equally to this work with: Tzu-An Song, Samadrita Roy Chowdhury, Masoud Malekzadeh
Roles Formal analysis, Validation, Writing – original draft
Affiliation University of Massachusetts Amherst, Amherst, MA, United States of America
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Stephanie Harrison,
Roles Data curation
Affiliation California Pacific Medical Center Research Institute, San Francisco, CA, United States of America
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Terri Blackwell Hoge,
Roles Data curation
Affiliation California Pacific Medical Center Research Institute, San Francisco, CA, United States of America
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Susan Redline,
Roles Writing – review & editing
Affiliation Brigham and Women’s Hospital, Boston, MA, United States of America
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Katie L. Stone,
Roles Data curation, Writing – review & editing
Affiliation California Pacific Medical Center Research Institute, San Francisco, CA, United States of America
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Richa Saxena,
Roles Conceptualization, Funding acquisition, Investigation, Writing – original draft, Writing – review & editing
Affiliation Massachusetts General Hospital, Boston, MA, United States of America
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Shaun M. Purcell,
Roles Funding acquisition, Investigation, Methodology, Validation, Writing – original draft, Writing – review & editing
Affiliation Brigham and Women’s Hospital, Boston, MA, United States of America
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Joyita Dutta
Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing
* E-mail: jdutta@umass.edu
Affiliation University of Massachusetts Amherst, Amherst, MA, United States of America
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AI-Driven sleep staging from actigraphy and heart rate
- Tzu-An Song,
- Samadrita Roy Chowdhury,
- Masoud Malekzadeh,
- Stephanie Harrison,
- Terri Blackwell Hoge,
- Susan Redline,
- Katie L. Stone,
- Richa Saxena,
- Shaun M. Purcell,
- Joyita Dutta
- Published: May 17, 2023
- https://doi.org/10.1371/journal.pone.0285703