Health Samurai Blog

Designing FHIR SDC Questionnaires from paper forms is repetitive and error‑prone. This DevDays session by Maria Ryzhikova shows how Aidbox Forms uses AI to generate Questionnaire templates from PDFs, add scoring logic, and create multilingual forms using FHIR translation extensions.

Despite shared specs, FHIR validators disagree on edge cases. FHIR Schema fixes this with a JSON Schema-inspired format and simple, universal algorithm. Learn Aidbox insights, snapshot-less validation, and the roadmap.

FHIR's nested structure works for APIs but frustrates SQL analytics. SQL on FHIR uses a simple DSL to define flat views – portable across ETL/ELT runners, tested via shared suites. Nikolai Ryzhikov's DevDays session demos the workflow from Synthea data to Grafana dashboards.

FHIR security labels can limit access not just to whole resources but to individual fields. Rostislav Antonov’s DevDays talk shows how this works in Aidbox and what trade-offs it creates around leakage, performance, and write protection.