Social media mining for birth defects research: A rule-based, bootstrapping approach to collecting data for rare health-related events on Twitter.

Klein, Ari Z

Social media mining for birth defects research: A rule-based, bootstrapping approach to collecting data for rare health-related events on Twitter. [electronic resource] - Journal of biomedical informatics 11 2018 - 68-78 p. digital

Publication Type: Journal Article; Research Support, N.I.H., Extramural; Research Support, Non-U.S. Gov't

1532-0480

10.1016/j.jbi.2018.10.001 doi


Algorithms
Congenital Abnormalities--diagnosis
Data Collection--methods
Data Mining--methods
Europe
False Positive Reactions
Female
Georgia
Heart Defects, Congenital--diagnosis
Humans
Illinois
Infant
Infant, Newborn
International Classification of Diseases
Machine Learning
Male
Natural Language Processing
Pregnancy
Reproducibility of Results
Social Media
Unified Medical Language System
United States