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.