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Knowledge Representation and Management 2022: Findings in Ontology Development and Applications.

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The International Medical Informatics Association (IMIA) Yearbook identified the top Knowledge Representation and Management (KRM) papers from 2022. Ontology and knowledge graph creation dominated the selected research.

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Area of Science:

  • Biomedical Informatics
  • Knowledge Representation and Management (KRM)

Background:

  • The International Medical Informatics Association (IMIA) Yearbook aims to highlight significant advancements in biomedical informatics.
  • The Knowledge Representation and Management (KRM) section focuses on the organization and utilization of medical knowledge.

Purpose of the Study:

  • To identify, present, and summarize the most impactful research papers in KRM published in 2022.
  • To curate the best papers for the IMIA Yearbook's KRM section.

Main Methods:

  • Conducted comprehensive PubMed literature searches for 2022 publications.
  • Applied IMIA Yearbook guidelines for rigorous biomedical informatics literature review.
  • Nominated and selected top papers based on predefined criteria.

Main Results:

  • Retrieved 1,847 publications from PubMed.
  • Identified 15 candidate papers for the best paper selection.
  • Ultimately selected two papers as the best in the KRM section for 2022.
  • Candidate papers covered diverse KRM topics including ontology and knowledge graph creation, applications, quality assurance, mapping standards, and conceptual models.

Conclusions:

  • The 2022 KRM best paper selection showcased a wide array of research topics.
  • Ontology and knowledge graph creation continue to be a significant focus area in KRM research.