Citations (20)
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Nature and Science of Sleep
Volume 11, 2019 - Issue
Original Research
Personalized Sleep Parameters Estimation from Actigraphy: A Machine Learning Approach
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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
https://orcid.org/0000-0002-4681-7994, , 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
https://orcid.org/0000-0001-5399-3489