Healthcare on FHIR
PySpark project for mapping FHIR API bundles to standardized reporting templates & generating custom visualizations with D3
=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
Custom Visualizations Repo – Coming Soon
Testing
A/B Testing & Validation
Analysis
D3 Dashboards using FHIR
Monitoring
Health Maintenance Monitoring