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

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

39 Citations (Scopus)

Abstract

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.

Original language	English
Title of host publication	Artificial Intelligence in Medicine - 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Proceedings
Publisher	Springer Verlag
Pages	451-455
Number of pages	5
ISBN (Print)	3540735984, 9783540735984
DOIs	https://doi.org/10.1007/978-3-540-73599-1_60
Publication status	Published - 2007
Event	11th Conference on Artificial Intelligence in Medicine, AIME 2007 - Amsterdam, Netherlands Duration: Jul 7 2007 → Jul 11 2007

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	4594 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	11th Conference on Artificial Intelligence in Medicine, AIME 2007
Country/Territory	Netherlands
City	Amsterdam
Period	7/7/07 → 7/11/07

ASJC Scopus Subject Areas

Theoretical Computer Science
General Computer Science

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

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

Cite this

Hussain, S., Abidi, S. R., & Abidi, S. S. R. (2007). Semantic Web framework for knowledge-centric clinical decision support systems. In 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).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Hussain, S, Abidi, SR & Abidi, SSR 2007, Semantic Web framework for knowledge-centric clinical decision support systems. in 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. In 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

Abstract

Publication series

Conference

ASJC Scopus Subject Areas

UN SDGs

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