Research Article

Optimizing Biomedical Ontology Alignment through a Compact Multiobjective Particle Swarm Optimization Algorithm Driven by Knee Solution

Table 1

Description on the OAEI’s tracks.

TrackSubtaskOntologyScale

AnatomyMA-HAAdult Mouse Anatomy (MA)2,744 classes
Human Anatomy (HA)3,304 classes

Large biomedFMA-NCIFoundation Model of Anatomy (FMA)78,989 classes
FMA-SNOMEDSystemized Nomenclature of Medicine (SNOMED)122,464 classes
SNOMED-NCINational Cancer Institute Thesaurus (NCI)66,724 classes

Disease and phenotypeHP-MPHuman Phenotype Ontology (HP)33,205 classes
Mammalian Phenotype Ontology (MP)32,298 classes
DOID-ORDOHuman Disease Ontology (DOID)24,034 classes
Orphanet Rare Disease Ontology (ORDO)68,009 classes