Ontological modeling of transformation in heart defect diagrams

The accurate portrayal of a large volume data of variable heart defects is crucial to providing good patient care in pediatric cardiology. Our research aims to span the universe of congenital heart defects by generating illustrative diagrams that enhance data interpretation. To accommodate the range...

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Veröffentlicht in:AMIA ... Annual Symposium proceedings 2006, Vol.2006, p.799-803
Hauptverfasser: Viswanath, Venkatesh, Tong, Tuanjie, Dinakarpandian, Deendayal, Lee, Yugyung
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Sprache:eng
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Zusammenfassung:The accurate portrayal of a large volume data of variable heart defects is crucial to providing good patient care in pediatric cardiology. Our research aims to span the universe of congenital heart defects by generating illustrative diagrams that enhance data interpretation. To accommodate the range and severity of defects to be represented, we base our diagrams on transformation models applied to a normal heart rather than a static set of defects. These models are based on a domain-specific ontology, clustering, association rule mining and the use of parametric equations specified in a mathematical programming language.
ISSN:1559-4076