Annotation of Opioid Use Disorder Entity Modifiers in Clinical Text.

Abdullateef I Almudaifer,Sue S Feldman, Tobias O'Leary, Whitney L Covington, JaMor Hairston, Zachary Deitch, Estera Crisan,Kevin Riggs, Lauren Walters,John D Osborne

Studies in health technology and informatics（2024）

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摘要

Natural Language Processing can be used to identify opioid use disorder in patients from clinical text1. We annotate a corpus of clinical text for mentions of concepts associated with unhealthy use of opiates including concept modifiers such as negation, subject, uncertainty, relation to document time and illicit use.

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