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Related Experiment Videos

mGen--An Open Source Framework for Generating Clinical Documents.

Fredrik Lindahl1, Olof Torgersson

  • 1Department of Computer Science and Engineering, Chalmers University of Technology, Sweden. lindahlf@cs.chalmers.se

Studies in Health Technology and Informatics
|September 15, 2005
PubMed
Summary

The mGen framework generates human-readable clinical documents from electronic health records. This Java-based text generation tool has been successfully used for years in clinical settings.

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Area of Science:

  • Medical Informatics
  • Natural Language Generation

Background:

  • Increasing adoption of electronic health records necessitates efficient methods for data presentation.
  • Generating human-readable clinical documents is crucial for various healthcare purposes.

Purpose of the Study:

  • To introduce the mGen framework, a general-purpose text generation system.
  • To demonstrate the utility of mGen in creating clinical documents.

Main Methods:

  • Developed a Java-based framework named mGen.
  • mGen is designed for general text generation.
  • The framework is currently being open-sourced.

Main Results:

  • mGen has been utilized for several years.

Related Experiment Videos

  • The framework has generated thousands of clinical documents.
  • Successful application in an oral medicine clinic in Sweden.

    • Conclusions:

    • The mGen framework provides a robust solution for generating clinical documents.
    • mGen facilitates the transformation of formalised electronic medical data into accessible formats.
    • The framework's successful implementation highlights its practical value in healthcare settings.