The 2022 n2c2/UW shared task on extracting social determinants of health.

Journal: Journal of the American Medical Informatics Association : JAMIA
Published Date: Jul 19, 2023

Abstract

OBJECTIVE: The n2c2/UW SDOH Challenge explores the extraction of social determinant of health (SDOH) information from clinical notes. The objectives include the advancement of natural language processing (NLP) information extraction techniques for SDOH and clinical information more broadly. This article presents the shared task, data, participating teams, performance results, and considerations for future work.

Authors

  • Kevin Lybarger
    University of Washington, Seattle, WA.
  • Meliha Yetisgen
    Departments of Biomedical and Health Informatics, University of Washington Medical Center, Seattle2Departments of Linguistics, University of Washington Medical Center, Seattle.
  • Ozlem Uzuner
    Department of Information Studies, University at Albany, SUNY. Albany, NY.

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