Papers for

public health informatics teams

Papers whose findings have a practical use for this group, as judged from the abstract. Open a paper to read what it means in practice.

European ontology standardizes crisis and public health data management

An ontology for cross-sectoral crisis management: core and public health modules

Abstract: This paper presents the European Crisis Management Ontology (ECMO), a modular OWL-based ontology intended as a cross-sectoral reference for disaster risk reduction and response. ECMO is designed to be organised as a network of ontological modules. Among the modules, ECMO-CORE captures fundamental crisis management concepts such as hazard, event, exposure, impact, and response measure and uses ontology design patterns and the OWL2 punning technique to resolve ambiguities between hazard types and event manifestations. In addition, domain-specific modules are defined as in the case of the public health module aligned with SNOMED CT and ICD-11. To demonstrate the resource's utility, we used ECMO to represent the data of the Epidemic Intelligence from Open Sources system of the Joint Research Centre to generate an end-to-end pipeline that populates an ECMO-compliant knowledge graph from unstructured epidemiological news. Initial results demonstrate that ECMO provides the formal guardrails necessary for consistent and unified knowledge representation and integration. The ontology is publicly available at https://doi.org/10.5281/zenodo.20070268 and is released under the Creative Commons Attribution 4.0 International (CC BY 4.0) license.

Thu 1 OctArtificial IntelligenceLogic in Computer Science
The gist
Managing crisis information from different fields can be confusing because of varied terms and data formats. The authors created ECMO, a system that organizes important crisis concepts and health information in a clear, connected way. It helps different groups share and understand crisis data more easily, especially in emergencies like disease outbreaks. They showed ECMO can turn unorganized news reports into useful knowledge that teams can use for faster responses.
Open → 2610.01326v1