Case Studies

Problem: HL7 v2 validation is repetitive: engineers must interpret technical reports, make mechanical corrections, and resubmit messages without accidentally changing clinical meaning

How I combined Gazelle EVS validation with conservative, explainable correction rules and a production-ready Flask workflow

Problem: Healthcare professionals need to understand JSON and XML to work with FHIR, but many lack programming backgrounds and need healthcare-relevant learning materials

Designing accessible educational materials to bridge the gap between clinical expertise and technical data formats