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

Liu, Leibo; Perez-Concha, Oscar; Nguyen, Anthony; Bennett, Vicki; Blake, Victoria; Gallego, Blanca; Jorm, Louisa

Liu, Leibo; Perez-Concha, Oscar; Nguyen, Anthony; Bennett, Vicki; Blake, Victoria; Gallego, Blanca; Jorm, Louisa.

Afiliación

Liu L; Centre for Big Data Research in Health, University of New South Wales, Sydney, Australia.
Perez-Concha O; Centre for Big Data Research in Health, University of New South Wales, Sydney, Australia.
Nguyen A; Australian e-Health Research Centre (AEHRC), Commonwealth Scientific and Industrial Research Organisation (CSIRO), Brisbane, Australia.
Bennett V; Metadata, Information Management and Classifications Unit (MIMCU), Australian Institute of Health and Welfare, Canberra, Australia.
Blake V; Eastern Heart Clinic, Prince of Wales Hospital, Randwick, Australia.
Gallego B; Centre for Big Data Research in Health, University of New South Wales, Sydney, Australia.
Jorm L; Centre for Big Data Research in Health, University of New South Wales, Sydney, Australia.

Interact J Med Res ; 12: e46322, 2023 Aug 25.

Article en En | MEDLINE | ID: mdl-37624624

Palabras clave

deep learning; deidentification; electronic health records; electronic medical records; free text; human in the loop; machine learning; narrative free text; unstructured data; web-based system

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Tipo de estudio: Guideline / Prognostic_studies Idioma: En Revista: Interact J Med Res Año: 2023 Tipo del documento: Article País de afiliación: Australia Pais de publicación: Canadá

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