difluprednate has been researched along with Communicable-Diseases* in 1 studies
1 other study(ies) available for difluprednate and Communicable-Diseases
| Article | Year |
|---|---|
EpiTopics: A dynamic machine learning model to predict and inform non-pharmacological public health interventions from global news reports.
Non-pharmacological interventions (NPIs) are important for controlling infectious diseases such as COVID-19, but their implementation is currently monitored in an ad hoc manner. To address this issue, we present a three-stage machine learning framework called EpiTopics to facilitate the surveillance of NPI. In this protocol, we outline the use of transfer-learning to address the limited number of NPI-labeled documents and topic modeling to support interpretation of the results. For complete details on the use and execution of this protocol, please refer to Wen et al. (2022). Topics: Communicable Diseases; COVID-19; Fluprednisolone; Humans; Machine Learning; Public Health | 2022 |