You are working with unstructured clinical notes that contain mentions of medications, diagnoses, dosages, symptoms, and abbreviations. The text is messy, domain-specific, and often includes shorthand, negation, and section headers from routine documentation.
How would you extract entities such as medications or diagnoses from clinical text?
Clinical named entity recognitionTokenizer and label alignment for transformer modelsDomain-adapted language modelsEntity-level F1 evaluation