Published on in Vol 12 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/46322, first published .
Web-Based Application Based on Human-in-the-Loop Deep Learning for Deidentifying Free-Text Data in Electronic Medical Records: Development and Usability Study

Web-Based Application Based on Human-in-the-Loop Deep Learning for Deidentifying Free-Text Data in Electronic Medical Records: Development and Usability Study

Web-Based Application Based on Human-in-the-Loop Deep Learning for Deidentifying Free-Text Data in Electronic Medical Records: Development and Usability Study

Leibo Liu   1 , PhD ;   Oscar Perez-Concha   1 , PhD ;   Anthony Nguyen   2 , PhD ;   Vicki Bennett   3 , MHS ;   Victoria Blake   4 , MSc ;   Blanca Gallego   1 , PhD ;   Louisa Jorm   1 , PhD

1 Centre for Big Data Research in Health, University of New South Wales, Sydney, Australia

2 Australian e-Health Research Centre (AEHRC), Commonwealth Scientific and Industrial Research Organisation (CSIRO), Brisbane, Australia

3 Metadata, Information Management and Classifications Unit (MIMCU), Australian Institute of Health and Welfare, Canberra, Australia

4 Eastern Heart Clinic, Prince of Wales Hospital, Randwick, Australia

Corresponding Author:

  • Leibo Liu, PhD
  • Centre for Big Data Research in Health
  • University of New South Wales
  • Level 2, AGSM Building
  • G27, Botany St
  • Sydney, 2052
  • Australia
  • Phone: 61 290657847
  • Fax: 61 290657847
  • Email: z5250377@ad.unsw.edu.au