Résumé
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.
| Langue d'origine | English |
|---|---|
| Titre de la publication principale | Artificial Intelligence in Medicine - 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Proceedings |
| Maison d'édition | Springer Verlag |
| Pages | 451-455 |
| Nombre de pages | 5 |
| ISBN (imprimé) | 3540735984, 9783540735984 |
| DOI | |
| Statut de publication | Published - 2007 |
| Événement | 11th Conference on Artificial Intelligence in Medicine, AIME 2007 - Amsterdam, Netherlands Durée: juill. 7 2007 → juill. 11 2007 |
Séries de publication
| Prénom | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
|---|---|
| Volume | 4594 LNAI |
| ISSN (imprimé) | 0302-9743 |
| ISSN (électronique) | 1611-3349 |
Conference
| Conference | 11th Conference on Artificial Intelligence in Medicine, AIME 2007 |
|---|---|
| Pays/Territoire | Netherlands |
| Ville | Amsterdam |
| Période | 7/7/07 → 7/11/07 |
ASJC Scopus Subject Areas
- Theoretical Computer Science
- General Computer Science
ODD de l’ONU
Cette action contribue à la réalisation des objectifs de développement durable suivants
