SNOMED reaching its adolescence: ontologists' and logicians' health check.
After a critical review of the present architecture of SNOMED CT, addressing both logical and ontological issues, we present a roadmap toward an overall improvement and recommend the following actions: SNOMED CT's ontology, dictionary, and information model components should be kept separate. SNOMED CT's upper level should be re-arranged according to a standard upper level ontology. SNOMED CT concepts should be assigned to the four disjoint groups: classes, instances, relations, and meta-classes. SNOMED CT's binary relations should be reduced to a set of canonical ones, following existing recommendations. Taxonomies should be cleansed and split into disjoint partitions. The number of full definitions should be increased. Finally, new approaches are proposed for modeling part-whole hierarchies, as well as the integration of qualifier relations into a unified framework. All proposed modifications can be expressed by the computationally tractable description logic EL(++).
Schulz
Stefan
S
Freiburg University Medical Center, Institute of Medical Biometry and Medical Informatics, Stefan-Meier-Str. 26, 79104 Freiburg, Germany. stschulz@uni-freiburg.de
Suntisrivaraporn
Boontawee
B
Baader
Franz
F
Boeker
Martin
M
D004194:Disease / Q000145:classification; D006801:Humans; D039061:Systematized Nomenclature of Medicine