Machine Learning to Detect Self-Reporting of Symptoms, Testing Access, and Recovery Associated With COVID-19 on Twitter: Retrospective Big Data Infoveillance Study

• Main Authors: Mackey, Tim (Author), Purushothaman, Vidya (Author), Li, Jiawei (Author), Shah, Neal (Author), Nali, Matthew (Author), Bardier, Cortni (Author), Liang, Bryan (Author), Cai, Mingxiang (Author), Cuomo, Raphael (Author)
• Format: Book
• Published: JMIR Publications, 2020-06-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundThe coronavirus disease (COVID-19) pandemic is a global health emergency with over 6 million cases worldwide as of the beginning of June 2020. The pandemic is historic in scope and precedent given its emergence in an increasingly digital era. Importantly, there have been concerns about the...