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I2b2-etl: Python application for importing electronic health data into the informatics for integrating biology and the bedside platform.
Wagholikar, Kavishwar B; Ainsworth, Layne; Zelle, David; Chaney, Kira; Mendis, Michael; Klann, Jeffery; Blood, Alexander J; Miller, Angela; Chulyadyo, Rupendra; Oates, Michael; Gordon, William J; Aronson, Samuel J; Scirica, Benjamin M; Murphy, Shawn N.
Afiliação
  • Wagholikar KB; Harvard Medical School, Boston, MA 02115, USA.
  • Ainsworth L; Massachusetts General Hospital, Boston, MA 02114, USA.
  • Zelle D; Mass General Brigham, Boston, MA 02199, USA.
  • Chaney K; Brigham and Women's Hospital, Boston, MA 02115, USA.
  • Mendis M; Brigham and Women's Hospital, Boston, MA 02115, USA.
  • Klann J; Mass General Brigham, Boston, MA 02199, USA.
  • Blood AJ; Harvard Medical School, Boston, MA 02115, USA.
  • Miller A; Massachusetts General Hospital, Boston, MA 02114, USA.
  • Chulyadyo R; Harvard Medical School, Boston, MA 02115, USA.
  • Oates M; Brigham and Women's Hospital, Boston, MA 02115, USA.
  • Gordon WJ; Mass General Brigham, Boston, MA 02199, USA.
  • Aronson SJ; Mass General Brigham, Boston, MA 02199, USA.
  • Scirica BM; Mass General Brigham, Boston, MA 02199, USA.
  • Murphy SN; Harvard Medical School, Boston, MA 02115, USA.
Bioinformatics ; 38(20): 4833-4836, 2022 10 14.
Article em En | MEDLINE | ID: mdl-36053173
ABSTRACT
MOTIVATION The i2b2 platform is used at major academic health institutions and research consortia for querying for electronic health data. However, a major obstacle for wider utilization of the platform is the complexity of data loading that entails a steep curve of learning the platform's complex data schemas. To address this problem, we have developed the i2b2-etl package that simplifies the data loading process, which will facilitate wider deployment and utilization of the platform.

RESULTS:

We have implemented i2b2-etl as a Python application that imports ontology and patient data using simplified input file schemas and provides inbuilt record number de-identification and data validation. We describe a real-world deployment of i2b2-etl for a population-management initiative at MassGeneral Brigham. AVAILABILITY AND IMPLEMENTATION i2b2-etl is a free, open-source application implemented in Python available under the Mozilla 2 license. The application can be downloaded as compiled docker images. A live demo is available at https//i2b2clinical.org/demo-i2b2etl/ (username demo, password Etl@2021). SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
Assuntos

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Armazenamento e Recuperação da Informação / Registros Eletrônicos de Saúde Idioma: En Ano de publicação: 2022 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Armazenamento e Recuperação da Informação / Registros Eletrônicos de Saúde Idioma: En Ano de publicação: 2022 Tipo de documento: Article