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Cumulus: A federated EHR-based learning system powered by FHIR and AI
2024-02-06
health informatics
Title + abstract only
View on medRxiv
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ObjectiveTo 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). MethodsWe advance a model for scalable, federated, data sharing and learning. Cumulus software is designed to address key technology and policy desiderata including local utility, control, and administrative simpli...
Predicted journal destinations
1
Journal of the American Medical Informatics Association
53 training papers
2
PLOS Digital Health
88 training papers
3
npj Digital Medicine
85 training papers
4
Journal of Medical Internet Research
81 training papers
5
Journal of Biomedical Informatics
37 training papers
6
JAMIA Open
35 training papers
7
BMC Medical Informatics and Decision Making
36 training papers
8
International Journal of Medical Informatics
25 training papers
9
PLOS ONE
1737 training papers
10
BMJ Open
553 training papers
11
JMIR Medical Informatics
16 training papers
12
Scientific Reports
701 training papers
13
JMIR Formative Research
31 training papers
14
Frontiers in Digital Health
18 training papers
15
BMC Medical Research Methodology
41 training papers
16
Computers in Biology and Medicine
39 training papers