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Trends in Clinical Information Systems Research in 2019.

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  • 1Institute of Medical Informatics, UMIT - Private University of Health Sciences, Medical Informatics and Technology, Hall in Tirol, Austria.

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Summary

This study reviews 2019 Clinical Information Systems (CIS) research, highlighting patient benefit and data aggregation trends. Future CIS research should prioritize ethical considerations alongside machine learning advancements.

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Area of Science:

  • Medical Informatics
  • Health Information Systems
  • Clinical Informatics

Background:

  • Clinical Information Systems (CIS) are crucial for modern healthcare delivery.
  • The IMIA Yearbook of Medical Informatics annually reviews significant advancements in the field.
  • Identifying leading research in CIS is essential for guiding future innovation.

Purpose of the Study:

  • To provide a comprehensive overview of 2019 research in Clinical Information Systems (CIS).
  • To select and highlight the most impactful CIS papers published in 2019.
  • To identify emerging trends and research directions within CIS.

Main Methods:

  • A systematic literature search was conducted using a consistent query to retrieve relevant articles.
  • Over 2,000 articles were initially retrieved, followed by a multi-pass review process.
  • Text mining and term co-occurrence mapping were employed for content analysis and trend identification.

Main Results:

  • A total of 2,407 unique articles were analyzed from 1,023 journals.
  • 14 candidate papers were nominated, with three ultimately selected as the best papers in CIS.
  • Content analysis confirmed a wide range of topics within CIS research, consistent with previous years.

Conclusions:

  • Patient benefit research and trans-institutional data aggregation remain key areas of focus in CIS.
  • Machine learning approaches are increasingly outperforming human-based methods, utilizing readily available data.
  • Ethical considerations in CIS development and implementation require greater attention in future research.