Literature DB >> 25954338

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

Allen C Browne1, Mehmet Kayaalp1, Zeyno A Dodd1, Pamela Sagan1, Clement J McDonald1.   

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.

Mesh：

Year:  2014        PMID： 25954338      PMCID： PMC4420002     

Source DB:  PubMed          Journal:  AMIA Annu Symp Proc        ISSN： 1559-4076


  2 in total

1.  De-identification of Address, Date, and Alphanumeric Identifiers in Narrative Clinical Reports.

Authors:  Mehmet Kayaalp; Allen C Browne; Zeyno A Dodd; Pamela Sagan; Clement J McDonald
Journal:  AMIA Annu Symp Proc       Date:  2014-11-14

2.  The pattern of name tokens in narrative clinical text and a comparison of five systems for redacting them.

Authors:  Mehmet Kayaalp; Allen C Browne; Fiona M Callaghan; Zeyno A Dodd; Guy Divita; Selcuk Ozturk; Clement J McDonald
Journal:  J Am Med Inform Assoc       Date:  2013-09-11       Impact factor: 4.497
  2 in total
  3 in total

1.  Challenges and Insights in Using HIPAA Privacy Rule for Clinical Text Annotation.

Authors:  Mehmet Kayaalp; Allen C Browne; Pamela Sagan; Tyne McGee; Clement J McDonald
Journal:  AMIA Annu Symp Proc       Date:  2015-11-05

2.  Twenty Years of the Health Insurance Portability and Accountability Act Safe Harbor Provision: Unsolved Challenges and Ways Forward.

Authors:  Brittany Krzyzanowski; Steven M Manson
Journal:  JMIR Med Inform       Date:  2022-08-03

Review 3.  Patient Privacy in the Era of Big Data.

Authors:  Mehmet Kayaalp
Journal:  Balkan Med J       Date:  2017-09-13       Impact factor: 2.021
  3 in total

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