A list of methods and tools are being collected for analyzing COVID-19 data, a cloud platform is being setup with open access to serve your research needs on COVID-19.
Please fill out the form if the tool you need is not on the list below.
|Modular Capabilities||Example AI algorithms||Analytical Objective||Example||Code|
|Policy analysis||Impact of international travel and border control measures on the global spread of the novel 2019 Coronavirus outbreak (Wells et al., 2020)||Evaluate the impact of policy to the spread of COVID-19||demo||code|
|Environmental factor analysis||Establish the role of absolute humidity on transmission rates of the COVID-19 outbreak||Estimate the role of environmental factors on transmission of COVID-19||demo|
|Disease spread patterns||Spatial and temporal clustering algorithm (DB-SCAN and ST-DBSCAN) Spatiotemporal event detection and tracking (Yu et al., 2017, 2018)||Detect the COVID-19 confirmed, recovered and dead cases hotspot considering spatial and temporal features to learn disease transmission pattern||demo|
|Sentiment analysis||LSA, CNN, Topic model||Monitor public sentiment from tweets for disease surveillance|