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 |