JSON for Physicians: The Structured Data Your Clinical AI Actually Needs
A physician's guide to JSON, FHIR JSON, and structured clinical data for APIs, interoperability, and medical AI.
· 8 min read
The Referral System Is Broken for the Same Reason the Triage Line Is Broken
Nobody lost your fax. The system was designed to lose it. Referral failures are not clerical accidents. They are the predictable result of clinical infrastructure built for a different era.
· 12 min read
The Physician-Developer's FHIR Playbook: How to Pull Real Clinical Data from Epic Using Python
A step-by-step tutorial for physician-developers on authenticating with the Epic FHIR sandbox, making your first API call in Python, and building toward a SMART on FHIR clinical app -- no enterprise contract required.
· 14 min read