real time data integration

What Are the Sources of Real-Time Data?

Several sources contribute to real-time data in epidemiology:
Electronic Health Records (EHRs): Hospitals and clinics provide patient data, including symptoms, diagnoses, and treatments.
Laboratory Reports: Diagnostic labs offer information on confirmed cases and test results.
Public Health Agencies: Organizations like the CDC and WHO collect and disseminate data on disease incidence and prevalence.
Social Media: Platforms like Twitter and Facebook can offer real-time insights into public sentiment and emerging health issues.
Wearable Devices: Fitness trackers and smartwatches provide data on individual health metrics such as heart rate and physical activity.

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