Literature DB >> 29295156

Extraction of Data from a Hospital Information System to Perform Process Mining.

Ricardo Alfredo Quintano Neira1, Gert-Jan de Vries2, Jennifer Caffarel2, Erin Stretton2.   

Abstract

The aim of this work is to share our experience in relevant data extraction from a hospital information system in preparation for a research study using process mining techniques. The steps performed were: research definition, mapping the normative processes, identification of tables and fields names of the database, and extraction of data. We then offer lessons learned during data extraction phase. Any errors made in the extraction phase will propagate and have implications on subsequent analyses. Thus, it is essential to take the time needed and devote sufficient attention to detail to perform all activities with the goal of ensuring high quality of the extracted data. We hope this work will be informative for other researchers to plan and execute extraction of data for process mining research studies.

Keywords:  Database Management System; Hospital Information Systems; Process Mining

Mesh:

Year:  2017        PMID: 29295156

Source DB:  PubMed          Journal:  Stud Health Technol Inform        ISSN: 0926-9630


  1 in total

1.  Towards the Use of Standardized Terms in Clinical Case Studies for Process Mining in Healthcare.

Authors:  Emmanuel Helm; Anna M Lin; David Baumgartner; Alvin C Lin; Josef Küng
Journal:  Int J Environ Res Public Health       Date:  2020-02-19       Impact factor: 3.390

  1 in total

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