Terminology Code Mapping

Automated clinical terminology normalization. Translate raw clinical text into standard codes: LOINC, SNOMED CT, RxNorm, and ICD-10.

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Data Pipeline Workflow

Our ontology matching engine resolves clinical synonyms and abbreviations to standard vocabulary codes.

Ontology Lookup

Query standard reference database indexes for extracted clinical keys (diagnoses, labs, medications).

Semantic Resolve

Evaluate clinical abbreviation matches (e.g. mapping 'Na' or 'Sodium' in blood panel context to LOINC '2951-2').

Inject Code Arrays

Append standardized terminology codes, system URI mappings, and vocabulary display titles to parameters.

Ontology mapping insights

HIPAA Secure Node

Terminology Mapping Matches

Source Text: Tylenol 325mg

RxNorm: 198440 | Display: Acetaminophen 325 MG Oral Tablet

Source Text: Serum Sodium

LOINC: 2951-2 | Display: Sodium [Moles/volume] in Serum

Developer Specifications

API Integration & Data Specifications

Integrate this platform module with standard code requests. Receive clean, validated, and normalized payloads that fit into EHR databases or server hooks.

terminology-mapping.json

{
  "term": "Serum Sodium",
  "terminology": {
    "system": "http://loinc.org",
    "code": "2951-2",
    "display": "Sodium [Moles/volume] in Serum/Plasma",
    "mappedBy": "medingest-nlp-v2",
    "matchConfidence": 0.99
  }
}

Key Outcomes & Benefits

Standardized Codes

Ensures clinical data matches standard national schemas out of the box.

Smart Translation

Handles clinical shorthand, typos, and vocabulary synonyms cleanly.

Accurate Claims

Drives clean billing claims by mapping procedures directly to CPT/ICD-10 codes.

Experience the MedIngest Platform

Request a custom data extraction assessment. Our healthcare integration architects will evaluate your email attachments, faxes, scanned files, and EHR configurations.

Schedule Assessment

{ "term": "Serum Sodium", "terminology": { "system": "http://loinc.org", "code": "2951-2", "display": "Sodium [Moles/volume] in Serum/Plasma", "mappedBy": "medingest-nlp-v2", "matchConfidence": 0.99 } }