scientific-clinical-standards

Map clinical terminology codes across LOINC, ICD-10/ICD-11, and FHIR.

3|1|Updated Feb 11, 2026
One-click install
npx skills add https://github.com/nahisaho/satori --skill scientific-clinical-standards
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: scientific-clinical-standards
Source: https://github.com/nahisaho/satori/tree/main/src/.github/skills/scientific-clinical-standards
Command: npx skills add https://github.com/nahisaho/satori --skill scientific-clinical-standards

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Clinical teams struggle with consistent terminology mapping across LOINC, ICD, and FHIR, which hampers interoperability and data sharing.

Core Features & Use Cases

  • LOINC/ICD/FHIR mapping and cross-reference generation for standardized clinical data.
  • FHIR resource generation to enable EHR integration and decision support.
  • Use Case: Healthcare analytics teams align lab tests and diagnoses across systems for interoperable reporting.

Quick Start

Map LOINC and ICD codes and generate FHIR-ready resources from clinical data.

Frequently Asked Questions about scientific-clinical-standards

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I map clinical terminology codes between LOINC, ICD, and FHIR?▼

Clinical terminology mapping across LOINC, ICD-10/ICD-11, and FHIR is achieved by specifying code mappings and cross-references to enable interoperable healthcare data workflows. This standardizes clinical data for EHR modernization and decision support.

Can I generate FHIR resources directly from mapped LOINC and ICD codes?▼

Yes, generating FHIR resources from mapped LOINC and ICD codes supports end-to-end interoperability tasks. This process creates FHIR-ready data to enable seamless EHR integration and clinical decision-support workflows.

What is clinical terminology interoperability and when do I need it?▼

Clinical terminology interoperability standardizes codes across systems like LOINC, ICD, and FHIR to ensure consistent data sharing. You need it for healthcare data integration, EHR modernization, and clinical decision-support use cases requiring standardized terminology.

How do I align lab tests and diagnoses across different healthcare systems?▼

Aligning lab tests and diagnoses requires LOINC and ICD mapping with cross-reference generation. This creates standardized clinical data, allowing healthcare analytics teams to achieve interoperable reporting across disparate EHR systems.

Does this approach support both ICD-10 and ICD-11 mapping workflows?▼

Yes, this approach supports mapping workflows across both ICD-10 and ICD-11 standards. It specifies code mappings and cross-references alongside LOINC and FHIR to ensure comprehensive interoperability across evolving clinical terminology standards.

What are the limitations of manual clinical terminology mapping?▼

Manual clinical terminology mapping across LOINC, ICD, and FHIR hampers interoperability and data sharing due to inconsistency. Automated code mapping and cross-reference generation provide standardized outputs required for reliable clinical decision support.