The application of artificial intelligence and data integration in COVID-19 studies: a scoping review.

ABSTRACT:

Objective

To summarize how artificial intelligence (AI) is being applied in COVID-19 research and determine whether these AI applications integrated heterogenous data from different sources for modeling.

Materials and methods

We searched 2 major COVID-19 literature databases, the National Institutes of Health's LitCovid and the World Health Organization's COVID-19 database on March 9, 2021. Following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guideline, 2 reviewers independently reviewed all the articles in 2 rounds of screening.

Results

In the 794 studies included in the final qualitative analysis, we identified 7 key COVID-19 research areas in which AI was applied, including disease forecasting, medical imaging-based diagnosis an

SUBMITTER: Guo Y 

PROVIDER: S-EPMC8344463 | biostudies-literature | 2021 Aug

REPOSITORIES: biostudies-literature