Big Data Use Cases - Healthcare


Big Data Healthcare
Predict outbreaks using reliable EHR information on the geographical distribution and incidence of disease
as quickly as possible
  • Provide data faster than surveillance systems that rely on patients/doctors voluntarily submitting reports.
Use pattern matching for predictive health: Correlate patient visits, diagnostics, and hospital/provider interactions across years of multiple visits
  • Find repeatable patterns in patient data & long term illness diagnosis (hypertension, diabetes, cancer, etc.)
  • Predict re-treatment risk & proactively address, to avoid re-admission within Medicare’s 30-day window
Identify best care approach via clinical analysis
  • Longitudinal analysis of care across patients and diagnoses
  • Cluster analysis around influencers on treatment, physicians, therapist; patient social relationships
Perform fraud analysis and identification via pattern analysis
  • Understand relationships among parties (physicians, consumers, organizations), locations, time of filing, frequency and circumstances
  • Detect potential for computer generated claims; graph analysis of cohort networks

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