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Developing a Framework to Infer Opioid Use Disorder Severity From Clinical Notes to Inform Natural Language Processing Methods: Characterization Study.

Melissa N PoulsenPhilip J FredaVanessa TroianiDanielle L Mowery
Published in: JMIR mental health (2024)
Implementation of the annotation schema demonstrated strong potential for inferring OUD severity based on key information in a small set of clinical notes and highlighting where such information is documented. These advancements will facilitate NLP tool development to improve OUD prevention, diagnosis, and treatment.
Keyphrases
  • healthcare
  • primary care
  • autism spectrum disorder
  • health information
  • quality improvement
  • rna seq