2021
A Novel Bayesian Semi-parametric Model for Learning Heritable Imaging Traits
Zhao Y, Zhao X, Kim M, Bao J, Shen L. A Novel Bayesian Semi-parametric Model for Learning Heritable Imaging Traits. Lecture Notes In Computer Science 2021, 12905: 678-687. PMID: 35299630, PMCID: PMC8922551, DOI: 10.1007/978-3-030-87240-3_65.Peer-Reviewed Original Research
2020
Bayesian sparse heritability analysis with high-dimensional neuroimaging phenotypes
Zhao Y, Li T, Zhu H. Bayesian sparse heritability analysis with high-dimensional neuroimaging phenotypes. Biostatistics 2020, 23: 467-484. PMID: 32948880, PMCID: PMC9308456, DOI: 10.1093/biostatistics/kxaa035.Peer-Reviewed Original ResearchConceptsHeritability analysisHuman complex traitsLarge-scale phenotypeQuantitative geneticsComplex traitsPhenotypic variationTrait selectionGenetic datasetsSingle phenotypeDownstream analysisGenetic contributionHeritability estimationPhenotypeTraitsCentral roleNeuroimaging phenotypesUnited Kingdom BiobankHierarchical selectionPhenotypic methodsGeneticsHeritabilitySelectionVariationBrain variation