SearchSearch SupportSupport ContactContact

Interoperability and                        Data Normalization

Normalize your clinical and claims data to standard terminologies so you can effectively measure performance, gain insights, and support enterprise initiatives.

Build a foundation of normalized data for more effective enterprise initiatives

purple graph

Reliable and Accurate Analytics

Enable semantic interoperability to achieve your population health initiatives.

purple graph

Quality Measure Reporting

Improve accuracy of HEDIS measures or other quality measures. Maximize reimbursement within value-based and fee-for-service payment methods.

purple graph

Clinical Decision Support

Power your real-time care alerts to improve patient outcomes and safety.

purple graph

Care and Disease Management

Leverage clinical and claims data to close gaps in care.

Health Language Data Normalization Solution


Services: Mapping and Interoperability Advisory Services
Our staff of clinical experts will map your local disparate clinical and claims data to the most appropriate standard codes, leveraging advanced terminology tools and finely tuned matching algorithms powered by machine learning and or techniques. Each map Is then closely reviewed by our team to ensure the highest level of map specificity. Health Language offers data normalization and mapping services for normalizing labs, medications, allergies, problems, diagnoses, and procedures.

Lab MappingMap disparate lab data to LOINC®

Medication MappingMap medication data from multiple sources to RxNorm, Medi-Span, etc.

Allergy MappingMap disparate allergy-related data such as cause and medication to a standard.

Problems, Diagnoses, Procedures MappingMap disparate problem, diagnosis, or procedure data, to the standards SNOMED CT®, ICD-10, or CPT®

Semantic Interoperability Advisory ServicesPartner with our clinical experts to analyze problem statements, create a strategic approach, and craft a solution to meet your needs.
Software: Map Manager
Rapidly normalize local and proprietary data to standard terminologies for accurate analytics with Map Manager web-based software. Map Manager provides:
  • Clinical Auto-Mapping: Bulk auto-mapping powered by best-in-class domain-specific algorithms, leveraging clinical expertise, and machine learning to ensure the highest map rates and accuracy.
  • Simplified Workflow: Dashboards highlight which maps require manual review while also showing you relevant confidence scores–helping you streamline and accelerate the mapping and review process.
  • Collaborate Across Teams: Share, distribute, and coordinate mapping-related tasks across users and teams – regardless of location.
  • Easy Integration: Easily integrate maps across your enterprise via run-time API calls or convenient extracts, allowing data to be normalized as it travels across your organization.
Data: Standards, Maps and Crosswalks
We offer a comprehensive library of reference standards, specialty maps, and crosswalks to help you normalize your data. For example, our specialty maps can give you a head start on linking lab results to procedures or between other standards such as SNOMED CT, ICD-10, or CPT. Meet the ONC’s defined set of interoperability standards by mapping your localized data to common standards such as ICD-10, CPT, HCPCS, SNOMED CT, LOINC, and RxNorm.

Need help extracting data locked in unstructured text?

Our Clinical Natural Language Processing technology can efficiently extract critical data from unstructured data such as medical records so it can be used to produce a more complete and accurate representation of your patient.

Learn how you can unlock your data


Health information exchange is a multifaceted undertaking that encompasses the introduction and adoption of a variety of industry standards to support interoperability.

Just ask the numerous healthcare organizations that want to share data among disparate IT systems or pull data from multiple data sources for analytical or reporting purposes.