Data-driven trait heritability-based extraction of human facial phenotypes
Yuan M, Goovaerts S, Hoskens H, Richmond S, Walsh S, Shriver M, Shaffer J, Marazita M, Weinberg S, Peeters H, Claes P. Data-driven trait heritability-based extraction of human facial phenotypes. 2023, 00: 312-319. DOI: 10.1109/bibm58861.2023.10385885.Peer-Reviewed Original ResearchTrait heritabilityGenome-wide association scanAssociation scansSNP heritabilityGenetic lociAssociation studiesGenetic variationModel shape variationsPhenotypic traitsMorphological traitsEffect traitsRelevant phenotypesDimension reduction techniquesPhenotypic measurementsData-driven optimizationPhenotypic descriptorsFeature spaceHuman expertsGenetic search algorithmPhenotypeAutomatic extractionTraitsHuman faceDegree of variationSearch algorithm