Machine intelligence for early targeted precision management and response to outbreaks of respiratory infections.
Journal:
The American journal of managed care
PMID:
33094940
Abstract
OBJECTIVES: To evaluate the utility of machine learning (ML) for the management of Medicare beneficiaries at risk of severe respiratory infections in community and postacute settings by (1) identifying individuals in a community setting at risk of infections resulting in emergent hospitalization and (2) matching individuals in a postacute setting to skilled nursing facilities (SNFs) that are likely to reduce the risk of infections.