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Browne AC, Kayaalp M, Dodd ZA, et al. The Challenges of Creating a Gold Standard for De-identification Research. AMIA Annu Symp Proc. 2014;2014:353-8
Browne, A. C., Kayaalp, M., Dodd, Z. A., Sagan, P., & McDonald, C. J. (2014). The Challenges of Creating a Gold Standard for De-identification Research. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2014353-8.
Browne, Allen C, et al. "The Challenges of Creating a Gold Standard for De-identification Research." AMIA ... Annual Symposium proceedings. AMIA Symposium vol. 2014 (2014): 353-8.
Browne AC, Kayaalp M, Dodd ZA, Sagan P, McDonald CJ. The Challenges of Creating a Gold Standard for De-identification Research. AMIA Annu Symp Proc. 2014 Nov 14;2014:353-8. eCollection 2014. PMID: 25954338; PMCID: PMC4420002.
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AMIA Annu Symp Proc. 2014 Nov 14;2014:353-8. eCollection 2014.

The Challenges of Creating a Gold Standard for De-identification Research.

AMIA ... Annual Symposium proceedings. AMIA Symposium

Allen C Browne, Mehmet Kayaalp, Zeyno A Dodd, Pamela Sagan, Clement J McDonald

Affiliations

  1. Lister Hill National Center for Biomedical Communications, U.S. National Library of Medicine, National Institutes of Health, Bethesda, MD.

PMID: 25954338 PMCID: PMC4420002

Abstract

We created a Gold Standard corpus comprised over 20,000 records of annotated narrative clinical reports for use in the training and evaluation of NLM Scrubber, a de-identification software system for medical records. Our experience with designing the corpus demonstrated the conceptual complexity of the task.

References

  1. J Am Med Inform Assoc. 2014 May-Jun;21(3):423-31 - PubMed
  2. AMIA Annu Symp Proc. 2014 Nov 14;2014:767-76 - PubMed

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