Leveraging artificial intelligence for pandemic preparedness and response: a scoping review to identify key use cases.

ABSTRACT: Artificial intelligence (AI) represents a valuable tool that could be widely used to inform clinical and public health decision-making to effectively manage the impacts of a pandemic. The objective of this scoping review was to identify the key use cases for involving AI for pandemic preparedness and response from the peer-reviewed, preprint, and grey literature. The data synthesis had two parts: an in-depth review of studies that leveraged machine learning (ML) techniques and a limited review of studies that applied traditional modeling approaches. ML applications from the in-depth review were categorized into use cases related to public health and clinical practice, and narratively synthesized. One hundred eighty-three articles met the inclusion criteria for the in-depth review. Six key

SUBMITTER: Syrowatka A 

PROVIDER: S-EPMC8192906 | biostudies-literature | 2021 Jun

REPOSITORIES: biostudies-literature