Semantic Web framework for knowledge-centric clinical decision support systems

Sajjad Hussain, Samina Raza Abidi, Syed Sibte Raza Abidi

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

39 Citas (Scopus)

Resumen

Lately, there have been considerable efforts to computerize Clinical Practice Guidelines (CPG) so that they can be executed via Clinical Decision Support Systems (CDSS) at the point of care. We present a Semantic Web framework to both model and execute the knowledge within a CPG to develop knowledge-centric CDSS. Our approach entails knowledge modeling through a synergy between multiple ontologies-i.e. a domain ontology, CPG ontology and patient ontology. We develop decision-rules based on the ontologies, and execute them with a proof engine to derive CPG-based patient specific recommendations. We present a prototype of our CPG-based CDSS to execute the CPG for Follow-up after Treatment for Breast Cancer.

Idioma originalEnglish
Título de la publicación alojadaArtificial Intelligence in Medicine - 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Proceedings
EditorialSpringer Verlag
Páginas451-455
Número de páginas5
ISBN (versión impresa)3540735984, 9783540735984
DOI
EstadoPublished - 2007
Evento11th Conference on Artificial Intelligence in Medicine, AIME 2007 - Amsterdam, Netherlands
Duración: jul. 7 2007jul. 11 2007

Serie de la publicación

NombreLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volumen4594 LNAI
ISSN (versión impresa)0302-9743
ISSN (versión digital)1611-3349

Conference

Conference11th Conference on Artificial Intelligence in Medicine, AIME 2007
País/TerritorioNetherlands
CiudadAmsterdam
Período7/7/077/11/07

ASJC Scopus Subject Areas

  • Theoretical Computer Science
  • General Computer Science

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