Cumulus: a federated electronic health record-based learning system powered by Fast Healthcare Interoperability Resources and artificial intelligence.
To address challenges in large-scale electronic health record (EHR) data exchange, we sought to develop, deploy, and test an open source, cloud-hosted app "listener" that accesses standardized data across the SMART/HL7 Bulk FHIR Access application programming interface (API).
Author(s): McMurry, Andrew J, Gottlieb, Daniel I, Miller, Timothy A, Jones, James R, Atreja, Ashish, Crago, Jennifer, Desai, Pankaja M, Dixon, Brian E, Garber, Matthew, Ignatov, Vladimir, Kirchner, Lyndsey A, Payne, Philip R O, Saldanha, Anil J, Shankar, Prabhu R V, Solad, Yauheni V, Sprouse, Elizabeth A, Terry, Michael, Wilcox, Adam B, Mandl, Kenneth D
DOI: 10.1093/jamia/ocae130