Leveraging Knowledge Graphs and Natural Language Processing for Automated Web Resource Labeling and Knowledge Mobilization in Neurodevelopmental Disorders: Development and Usability Study.

Journal: Journal of medical Internet research
PMID: 37067865

Abstract

BACKGROUND: Patients and families need to be provided with trusted information more than ever with the abundance of online information. Several organizations aim to build databases that can be searched based on the needs of target groups. One such group is individuals with neurodevelopmental disorders (NDDs) and their families. NDDs affect up to 18% of the population and have major social and economic impacts. The current limitations in communicating information for individuals with NDDs include the absence of shared terminology and the lack of efficient labeling processes for web resources. Because of these limitations, health professionals, support groups, and families are unable to share, combine, and access resources.

Authors

  • Jeremy Costello
    Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB, Canada.
  • Manpreet Kaur
    Forest Botany Division, Forest Research Institute, Dehradun, India.
  • Marek Z Reformat
    Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB, Canada.
  • Francois V Bolduc
    Department of Pediatrics, University of Alberta, Edmonton, AB, Canada.

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