Healthcare on FHIR

PySpark project for mapping FHIR API bundles to standardized reporting templates & generating custom visualizations with D3

Get Started

=Reporting=

 

FHIR Mapping w/PySpark

Mapping FHIR to Standardized Federal/State Health Reporting Templates

  • UDS

  • Anthem MCP

  • HEDIS

  • 340B

  • Ryan White

  • OSHPD

  • CAIR (CA Immunization Records)

Automate with FHIR

UDS – Table 3A with Spark

Step 1. Take a tedious standardized report like UDS

Step 2. Get FHIR records using Spark

Step 3. Map FHIR records to UDS reports with a template

FHIR to S3

Notebooks

Custom Visualizations Repo – Coming Soon

Testing

A/B Testing & Validation

Analysis

D3 Dashboards using FHIR

Monitoring

Health Maintenance Monitoring