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Using CQL with the SDC $populate operation for FHIR Questionnaire Workflow Automation

Health Samurai official

July 5, 2025

Summary

This presentation details how to automate and enhance FHIR Questionnaire workflows by combining Clinical Quality Language (CQL) with the SDC $populate operation. Focusing on the Da Vinci Prior Authorization Burden Reduction DTR use case, it explains methods for building smart questionnaires that leverage dynamic data retrieval and calculations.

Details

The session focuses on automating and enhancing questionnaire workflows within FHIR-based healthcare applications by integrating Clinical Quality Language (CQL) with the SDC $populate operation. Key concepts include building 'smart questionnaires' that utilize CQL libraries for dynamic data retrieval, complex calculations, and advanced logic. The discussion centers around the Da Vinci Prior Authorization Burden Reduction DTR use case, demonstrating how to pre-populate questionnaire fields from EHR data using CQL, supporting sophisticated behaviors like conditional logic, and managing context and data requirements. Furthermore, best practices for creating modular, reusable CQL assets are covered, illustrating how this approach enables more intelligent, interoperable, and efficient clinical forms within the FHIR ecosystem.

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