Linked Data Explorer for Asthma/COPD
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The document proposes a conceptual model to better manage chronic conditions like asthma and COPD. The model would educate patients about environmental triggers and help them proactively respond using linked open data from sources like the EPA, Census, and EMRs. This could decrease emergency visits and hospital readmissions while improving self-care. The model would leverage semantic frameworks and standards to connect disparate data sources and provide personalized forecasts and prevention recommendations to patients.
Linked Data Explorer for Asthma/COPD
- 1. Health Data Ini,a,ve Forum III Health Datapalooza Using EMR and Linked Open Data to Manage Chronic Asthma and COPD
- 2. Conceptual MODEL Pa$ents with chronic pulmonary disease that are educated and no$fied of adverse environmental, weather, and geographic condi$ons are . . . be#er able to respond and proac/vely manage their condi/on. Health Data Ini,a,ve Forum III Health Datapalooza
- 3. Value PROPOSITION MODEL Decrease in costly Emergency Department visits Reduce hospital re-‐admissions aBer treatment Improve self-‐care and medica$on compliance Awareness of triggers and disease management Health Data Ini,a,ve Forum III Health Datapalooza
- 4. Health Data Ini,a,ve Forum III Health Datapalooza
- 5. Data ELEMENTS CDC EPA Open Government Linked Data DBpedia US Census Data Cloud Pub Med Clinical Ontology NLM Business Ontology Social Media Internal Portal Data Facebook Physicians TwiPer Services Loca$ons EMR Data Asthma Pa0ent Data Health Data Ini,a,ve Forum III Health Datapalooza
- 6. Leverage Linked DATA, OPEN SOURCE & STANDARDS SEMANTIC FRAMEWORK Web of Data CDC DBpedia SMS EPA Pub Med US Census NLM Email Web EMR Health Data Ini,a,ve Forum III Health Datapalooza
- 7. Today’s Asthma Forecast Current An0cipate and Prevent EPA Data Pa0ent Admission Data by Date Historic EPA Data at Admission Health Data Ini,a,ve Forum III Health Datapalooza