Semantic Web framework for knowledge-centric clinical decision support systems

Sajjad Hussain; Samina Raza Abidi; Syed Sibte Raza Abidi

doi:10.1007/978-3-540-73599-1_60

Semantic Web framework for knowledge-centric clinical decision support systems

Sajjad Hussain, Samina Raza Abidi, Syed Sibte Raza Abidi

Medicine

Producción científica: Capítulo en Libro/Reporte/Acta de conferencia › Contribución 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 original	English
Título de la publicación alojada	Artificial Intelligence in Medicine - 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Proceedings
Editorial	Springer Verlag
Páginas	451-455
Número de páginas	5
ISBN (versión impresa)	3540735984, 9783540735984
DOI	https://doi.org/10.1007/978-3-540-73599-1_60
Estado	Published - 2007
Evento	11th Conference on Artificial Intelligence in Medicine, AIME 2007 - Amsterdam, Netherlands Duración: jul. 7 2007 → jul. 11 2007

Serie de la publicación

Nombre	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volumen	4594 LNAI
ISSN (versión impresa)	0302-9743
ISSN (versión digital)	1611-3349

Conference

Conference	11th Conference on Artificial Intelligence in Medicine, AIME 2007
País/Territorio	Netherlands
Ciudad	Amsterdam
Período	7/7/07 → 7/11/07

ASJC Scopus Subject Areas

Theoretical Computer Science
General Computer Science

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

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10.1007/978-3-540-73599-1_60

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Hussain, S., Abidi, S. R., & Abidi, S. S. R. (2007). Semantic Web framework for knowledge-centric clinical decision support systems. En Artificial Intelligence in Medicine - 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Proceedings (pp. 451-455). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4594 LNAI). Springer Verlag. https://doi.org/10.1007/978-3-540-73599-1_60

Semantic Web framework for knowledge-centric clinical decision support systems. / Hussain, Sajjad; Abidi, Samina Raza; Abidi, Syed Sibte Raza.
Artificial Intelligence in Medicine - 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Proceedings. Springer Verlag, 2007. p. 451-455 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4594 LNAI).

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

Hussain, S, Abidi, SR & Abidi, SSR 2007, Semantic Web framework for knowledge-centric clinical decision support systems. En Artificial Intelligence in Medicine - 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 4594 LNAI, Springer Verlag, pp. 451-455, 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Amsterdam, Netherlands, 7/7/07. https://doi.org/10.1007/978-3-540-73599-1_60

Hussain S, Abidi SR, Abidi SSR. Semantic Web framework for knowledge-centric clinical decision support systems. En Artificial Intelligence in Medicine - 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Proceedings. Springer Verlag. 2007. p. 451-455. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-540-73599-1_60

Hussain, Sajjad ; Abidi, Samina Raza ; Abidi, Syed Sibte Raza. / Semantic Web framework for knowledge-centric clinical decision support systems. Artificial Intelligence in Medicine - 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Proceedings. Springer Verlag, 2007. pp. 451-455 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Semantic Web framework for knowledge-centric clinical decision support systems

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