Using Longitudinal Twitter Data for Digital Epidemiology of Childhood Health Outcomes: An Annotated Data Set and Deep Neural Network Classifiers
Using Longitudinal Twitter Data for Digital Epidemiology of Childhood Health Outcomes: An Annotated Data Set and Deep Neural Network Classifiers
Ari Z Klein
1
, PhD ;
José Agustín Gutiérrez Gómez
2
, MD ;
Lisa D Levine
3
, MD ;
Graciela Gonzalez-Hernandez
4
, PhD
1
Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
2
Department of Health Sciences, University of Monterrey, San Pedro Garza García, Nuevo León, Mexico
3
Department of Obstetrics and Gynecology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
4
Department of Computational Biomedicine, Cedars-Sinai Medical Center, West Hollywood, CA, United States
Corresponding Author:
-
Graciela Gonzalez-Hernandez, PhD
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Department of Computational Biomedicine
-
Cedars-Sinai Medical Center
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Pacific Design Center, Ste G549F
-
700 N San Vicente Blvd
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West Hollywood, CA, 90069
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United States
-
Phone:
1 310-423-3521
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Email: Graciela.GonzalezHernandez@csmc.edu