Nature and Science of Sleep
Volume 11, 2019 - Issue
Open access
893
Views
20
CrossRef citations to date
0
Altmetric
Original Research
Personalized Sleep Parameters Estimation from Actigraphy: A Machine Learning Approach
Aria Khademi1 College of Information Sciences and Technology, The Pennsylvania State University, University Park, PA, USA;2 Artificial Intelligence Research Laboratory, The Pennsylvania State University, University Park, PA, USA;3 Center for Big Data Analytics and Discovery Informatics, The Pennsylvania State University, University Park, PA, USA
, Yasser EL-Manzalawy1 College of Information Sciences and Technology, The Pennsylvania State University, University Park, PA, USA;4 Department of Imaging Science and Innovation, Geisinger Health System, Danville, PA, 17822, USAhttps://orcid.org/0000-0002-4681-7994
, Lindsay Master5 Department of Biobehavioral Health, The Pennsylvania State University, University Park, PA, USA
, Orfeu M Buxton5 Department of Biobehavioral Health, The Pennsylvania State University, University Park, PA, USA;6 Clinical and Translational Sciences Institute, The Pennsylvania State University, University Park, PA, USA;7 Division of Sleep Medicine, Harvard University, Boston, MA, USA;8 Department of Social and Behavioral Sciences, Harvard Chan School of Public Health, Boston, MA, USA;9 Division of Sleep and Circadian Disorders, Departments of Medicine and Neurology, Brigham and Women’s Hospital, Boston, MA, USACorrespondence[email protected]
https://orcid.org/0000-0001-5057-633X
& https://orcid.org/0000-0001-5057-633X
Vasant G Honavar1 College of Information Sciences and Technology, The Pennsylvania State University, University Park, PA, USA;2 Artificial Intelligence Research Laboratory, The Pennsylvania State University, University Park, PA, USA;3 Center for Big Data Analytics and Discovery Informatics, The Pennsylvania State University, University Park, PA, USA;6 Clinical and Translational Sciences Institute, The Pennsylvania State University, University Park, PA, USA;10 Institute for Computational and Data Sciences, The Pennsylvania State University, University Park, PA, USA;11 Huck Institutes of the Life Sciences, The Pennsylvania State University, University Park, PA, USAhttps://orcid.org/0000-0001-5399-3489
Pages 387-399
|
Published online: 11 Dec 2019
Reprints and Permissions
Permission is granted subject to the terms of the License under which the work was published. Permission will be required if your reuse is not covered by the terms of the License.
To request a reprint or commercial or derivative permissions for this article, please click on the relevant link below.
For more information please visit our Permissions help page.
Related research
People also read lists articles that other readers of this article have read.
Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.
Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.