De-Identification
The De-Identification API provides capabilities to identify and obfuscate Protected Health Information (PHI) in unstructured clinical text. It exposes a two-step flow: a PHI Identification endpoint that extracts PHI entities using IMO's Named Entity Recognition models, and a PHI Obfuscation endpoint that redacts or replaces those entities according to a configurable per-entity policy. Together these endpoints support HIPAA Safe Harbor de-identification workflows.
Entity Extraction
Natural Language Processing (NLP) provides the capability to extract entities within unstructured clinical notes using named entity recognition. The Entity Extraction API identifies clinical domain terms in unstructured clinical data recognizing IMO Problem, Procedure, Medication, and Lab domain terms. The Entity Extraction API then normalizes identified terms using IMO Precision Normalize providing users the benefit of computable, clinician-friendly IMO terms and standard clinical terminology data.