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A novel machine learning framework for comparison of viral COVID-19–related Sina Weibo and Twitter posts : workflow development and content analysis
Title
A novel machine learning framework for comparison of viral COVID-19–related Sina Weibo and Twitter posts : workflow development and content analysis
Author
Chen, Shi, Zhou, Lina, Song, Yunya, Xu, Qian, Wang, Ping, Wang, Kanlun, Ge, Yaorong, Janies, Daniel
Date Created
2021
Subjects--Topical
COVID-19 (Disease), Twitter (Firm), Social media, Machine learning
Description
Background: Social media plays a critical role in health communications, especially during global health emergencies such as the current COVID-19 pandemic. However, there is a lack of a universal analytical framework to extract, quantify, and comp...
Exploring feasibility of multivariate deep learning models in predicting COVID-19 epidemic
Title
Exploring feasibility of multivariate deep learning models in predicting COVID-19 epidemic
Author
Thill, Jean-Claude, Janies, Daniel, Chen, Shi, Paul, Rajib
Date Created
2021
Subjects--Topical
Deep learning (Machine learning), COVID-19 (Disease)
Description
Background: Mathematical models are powerful tools to study COVID-19. However, one fundamental challenge in current modeling approaches is the lack of accurate and comprehensive data. Complex epidemiological systems such as COVID-19 are especially...