Using an artificial intelligence-based argument theory to generate automated patient education dialogues for families of children with juvenile idiopathic arthritis

Benjamin Rose-Davis, William Van Woensel, Elizabeth Stringer, Samina Abidi, Syed Sibte Raza Abidi

Producción científica: Capítulo en Libro/Reporte/Acta de conferenciaContribución a la conferencia

11 Citas (Scopus)

Resumen

Juvenile Idiopathic Arthritis (JIA) is the most common chronic rheumatic disease of childhood, with outcomes including pain, prolonged dependence on medications, and disability. Parents of children with JIA report being overwhelmed by the volume of information in the patient education materials that are available to them. This paper addresses this educational gap by applying an artificial intelligence method, based on an extended model of argument, to design and implement a dialogue system that allows users get the educational material they need, when they need it. In the developed system, the studied model of argument was leveraged as part of the system's dialogue manager. A qualitative evaluation of the system, using cognitive walkthroughs and semi-structured interviews with JIA domain experts, suggests that these methods show great promise for providing quality information to families of children with JIA when they need it.

Idioma originalEnglish
Título de la publicación alojadaMEDINFO 2019
Subtítulo de la publicación alojadaHealth and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics
EditoresBrigitte Seroussi, Lucila Ohno-Machado, Lucila Ohno-Machado, Brigitte Seroussi
EditorialIOS Press
Páginas1337-1341
Número de páginas5
ISBN (versión digital)9781643680026
DOI
EstadoPublished - ago. 21 2019
Evento17th World Congress on Medical and Health Informatics, MEDINFO 2019 - Lyon, France
Duración: ago. 25 2019ago. 30 2019

Serie de la publicación

NombreStudies in Health Technology and Informatics
Volumen264
ISSN (versión impresa)0926-9630
ISSN (versión digital)1879-8365

Conference

Conference17th World Congress on Medical and Health Informatics, MEDINFO 2019
País/TerritorioFrance
CiudadLyon
Período8/25/198/30/19

Nota bibliográfica

Publisher Copyright:
© 2019 International Medical Informatics Association (IMIA) and IOS Press. This article is published online with Open Access by IOS Press and distributed under the terms of the Creative Commons Attribution Non-Commercial License 4.0 (CC BY-NC 4.0).

ASJC Scopus Subject Areas

  • Biomedical Engineering
  • Health Informatics
  • Health Information Management

Huella

Profundice en los temas de investigación de 'Using an artificial intelligence-based argument theory to generate automated patient education dialogues for families of children with juvenile idiopathic arthritis'. En conjunto forman una huella única.

Citar esto