clia

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kogunlowo123 / cross-lab-ai-validation

Clinical laboratory AI assurance: cross-site benchmarking, population shift detection, CLIA/CAP method verification and medical-director reapproval on federated aggregates

mcp model-validation mlops fastapi clinical-laboratory a2a healthcare-ai federated-analytics ai-assurance dataset-shift clia agentic-ai

Updated Oct 14, 2026
Python

clinicallims / clinicallims

Star

Engineering reference for clinical lab LIMS integration & result validation pipelines — HL7/CSV ingestion, validation rule engines, CLIA/CAP compliance, FHIR R4 publishing, and audit trails.

python lims fhir loinc hl7 hipaa data-pipelines medical-informatics snomed-ct eleventy pydantic clinical-laboratory clia healthcare-interoperability result-validation

Updated Jul 17, 2026
CSS

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