{"id":"https://openalex.org/W2775276460","doi":"https://doi.org/10.1109/tcbb.2017.2779498","title":"Bayesian Network Construction and Genotype-Phenotype Inference Using GWAS Statistics","display_name":"Bayesian Network Construction and Genotype-Phenotype Inference Using GWAS Statistics","publication_year":2017,"publication_date":"2017-12-04","ids":{"openalex":"https://openalex.org/W2775276460","doi":"https://doi.org/10.1109/tcbb.2017.2779498","mag":"2775276460","pmid":"https://pubmed.ncbi.nlm.nih.gov/29990020"},"language":"en","primary_location":{"id":"doi:10.1109/tcbb.2017.2779498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcbb.2017.2779498","pdf_url":null,"source":{"id":"https://openalex.org/S36029991","display_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","issn_l":"1545-5963","issn":["1545-5963","1557-9964","2374-0043"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://scholarworks.uark.edu/cscepub/31","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100388671","display_name":"Lu Zhang","orcid":"https://orcid.org/0000-0002-8972-8799"},"institutions":[{"id":"https://openalex.org/I78715868","display_name":"University of Arkansas at Fayetteville","ror":"https://ror.org/05jbt9m15","country_code":"US","type":"education","lineage":["https://openalex.org/I78715868"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Lu Zhang","raw_affiliation_strings":["University of Arkansas Fayetteville, Fayetteville, AR, US"],"affiliations":[{"raw_affiliation_string":"University of Arkansas Fayetteville, Fayetteville, AR, US","institution_ids":["https://openalex.org/I78715868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033641270","display_name":"Qiuping Pan","orcid":"https://orcid.org/0000-0003-0159-3058"},"institutions":[{"id":"https://openalex.org/I78715868","display_name":"University of Arkansas at Fayetteville","ror":"https://ror.org/05jbt9m15","country_code":"US","type":"education","lineage":["https://openalex.org/I78715868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qiuping Pan","raw_affiliation_strings":["University of Arkansas Fayetteville, Fayetteville, AR, US"],"affiliations":[{"raw_affiliation_string":"University of Arkansas Fayetteville, Fayetteville, AR, US","institution_ids":["https://openalex.org/I78715868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005417298","display_name":"Yue Wang","orcid":"https://orcid.org/0000-0002-2457-5162"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yue Wang","raw_affiliation_strings":["University of North Carolina at Charlotte, Charlotte, NC, US"],"affiliations":[{"raw_affiliation_string":"University of North Carolina at Charlotte, Charlotte, NC, US","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008463509","display_name":"Xintao Wu","orcid":"https://orcid.org/0000-0002-2823-3063"},"institutions":[{"id":"https://openalex.org/I78715868","display_name":"University of Arkansas at Fayetteville","ror":"https://ror.org/05jbt9m15","country_code":"US","type":"education","lineage":["https://openalex.org/I78715868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xintao Wu","raw_affiliation_strings":["University of Arkansas Fayetteville, Fayetteville, AR, US"],"affiliations":[{"raw_affiliation_string":"University of Arkansas Fayetteville, Fayetteville, AR, US","institution_ids":["https://openalex.org/I78715868"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103054154","display_name":"Xinghua Shi","orcid":"https://orcid.org/0000-0003-4662-3177"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xinghua Shi","raw_affiliation_strings":["University of North Carolina at Charlotte, Charlotte, NC, US"],"affiliations":[{"raw_affiliation_string":"University of North Carolina at Charlotte, Charlotte, NC, US","institution_ids":["https://openalex.org/I102149020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100388671"],"corresponding_institution_ids":["https://openalex.org/I78715868"],"apc_list":null,"apc_paid":null,"fwci":0.6614,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.77133355,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"16","issue":"2","first_page":"475","last_page":"489"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10261","display_name":"Genetic Associations and Epidemiology","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10261","display_name":"Genetic Associations and Epidemiology","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10845","display_name":"Advanced Causal Inference Techniques","score":0.9828000068664551,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9729999899864197,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/genome-wide-association-study","display_name":"Genome-wide association study","score":0.7091373801231384},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6970267295837402},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.5189146995544434},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5169086456298828},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.5151764154434204},{"id":"https://openalex.org/keywords/conditional-independence","display_name":"Conditional independence","score":0.49606189131736755},{"id":"https://openalex.org/keywords/causal-inference","display_name":"Causal inference","score":0.43419864773750305},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3774990141391754},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.3638874888420105},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3171856105327606},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27665162086486816},{"id":"https://openalex.org/keywords/single-nucleotide-polymorphism","display_name":"Single-nucleotide polymorphism","score":0.22427025437355042},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17352086305618286},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.160358726978302},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.15310460329055786},{"id":"https://openalex.org/keywords/genotype","display_name":"Genotype","score":0.13693207502365112}],"concepts":[{"id":"https://openalex.org/C106208931","wikidata":"https://www.wikidata.org/wiki/Q1098876","display_name":"Genome-wide association study","level":5,"score":0.7091373801231384},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6970267295837402},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.5189146995544434},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5169086456298828},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.5151764154434204},{"id":"https://openalex.org/C79772020","wikidata":"https://www.wikidata.org/wiki/Q5159264","display_name":"Conditional independence","level":2,"score":0.49606189131736755},{"id":"https://openalex.org/C158600405","wikidata":"https://www.wikidata.org/wiki/Q5054566","display_name":"Causal inference","level":2,"score":0.43419864773750305},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3774990141391754},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.3638874888420105},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3171856105327606},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27665162086486816},{"id":"https://openalex.org/C153209595","wikidata":"https://www.wikidata.org/wiki/Q501128","display_name":"Single-nucleotide polymorphism","level":4,"score":0.22427025437355042},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17352086305618286},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.160358726978302},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.15310460329055786},{"id":"https://openalex.org/C135763542","wikidata":"https://www.wikidata.org/wiki/Q106016","display_name":"Genotype","level":3,"score":0.13693207502365112},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005838","descriptor_name":"Genotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005838","descriptor_name":"Genotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005838","descriptor_name":"Genotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005838","descriptor_name":"Genotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D055106","descriptor_name":"Genome-Wide Association Study","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D055106","descriptor_name":"Genome-Wide Association Study","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D055106","descriptor_name":"Genome-Wide Association Study","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D055106","descriptor_name":"Genome-Wide Association Study","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/tcbb.2017.2779498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcbb.2017.2779498","pdf_url":null,"source":{"id":"https://openalex.org/S36029991","display_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","issn_l":"1545-5963","issn":["1545-5963","1557-9964","2374-0043"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","raw_type":"journal-article"},{"id":"pmid:29990020","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29990020","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM transactions on computational biology and bioinformatics","raw_type":null},{"id":"pmh:oai:scholarworks.uark.edu:cscepub-1030","is_oa":true,"landing_page_url":"https://scholarworks.uark.edu/cscepub/31","pdf_url":null,"source":{"id":"https://openalex.org/S2764830181","display_name":"Journal of the Arkansas Academy of Science","issn_l":"2326-0491","issn":["2326-0491","2326-0505"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320103","host_organization_name":"Arkansas Academy of Science","host_organization_lineage":["https://openalex.org/P4310320103"],"host_organization_lineage_names":["Arkansas Academy of Science"],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computer Science and Computer Engineering Faculty Publications and Presentations","raw_type":"text"},{"id":"pmh:oai:europepmc.org:5992008","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6499495","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:scholarworks.uark.edu:cscepub-1030","is_oa":true,"landing_page_url":"https://scholarworks.uark.edu/cscepub/31","pdf_url":null,"source":{"id":"https://openalex.org/S2764830181","display_name":"Journal of the Arkansas Academy of Science","issn_l":"2326-0491","issn":["2326-0491","2326-0505"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320103","host_organization_name":"Arkansas Academy of Science","host_organization_lineage":["https://openalex.org/P4310320103"],"host_organization_lineage_names":["Arkansas Academy of Science"],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computer Science and Computer Engineering Faculty Publications and Presentations","raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6399999856948853,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G2868499678","display_name":null,"funder_award_id":"1R01GM103309","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5971265530","display_name":null,"funder_award_id":"IIS-1502273","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7441702077","display_name":null,"funder_award_id":"IIS-1502172","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7672905940","display_name":null,"funder_award_id":"DGE-1523115","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8909823185","display_name":null,"funder_award_id":"DGE-1523154","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1479918017","https://openalex.org/W1494551357","https://openalex.org/W1495157997","https://openalex.org/W1526729971","https://openalex.org/W1549899114","https://openalex.org/W1817561967","https://openalex.org/W1838635991","https://openalex.org/W1873763122","https://openalex.org/W1878939331","https://openalex.org/W1971410477","https://openalex.org/W1979254666","https://openalex.org/W1980132682","https://openalex.org/W1980771638","https://openalex.org/W1984887694","https://openalex.org/W1987521207","https://openalex.org/W1989241020","https://openalex.org/W1992735538","https://openalex.org/W2024622963","https://openalex.org/W2028703715","https://openalex.org/W2040228409","https://openalex.org/W2066604148","https://openalex.org/W2073027025","https://openalex.org/W2076000582","https://openalex.org/W2083380015","https://openalex.org/W2095272373","https://openalex.org/W2096791516","https://openalex.org/W2098455573","https://openalex.org/W2101736851","https://openalex.org/W2115557670","https://openalex.org/W2116868464","https://openalex.org/W2119584329","https://openalex.org/W2128731800","https://openalex.org/W2130671266","https://openalex.org/W2141481372","https://openalex.org/W2143891888","https://openalex.org/W2150859678","https://openalex.org/W2153803020","https://openalex.org/W2157222574","https://openalex.org/W2164778205","https://openalex.org/W2168610667","https://openalex.org/W2169792341","https://openalex.org/W2405013394","https://openalex.org/W2523075490","https://openalex.org/W2573423285","https://openalex.org/W2579793493","https://openalex.org/W2586154897","https://openalex.org/W2771089755","https://openalex.org/W2773719922","https://openalex.org/W2951925211","https://openalex.org/W2952618892","https://openalex.org/W4211064163","https://openalex.org/W4232023503","https://openalex.org/W4297792526","https://openalex.org/W6639246211","https://openalex.org/W6677110604","https://openalex.org/W6685262313","https://openalex.org/W6764468793"],"related_works":["https://openalex.org/W2203247113","https://openalex.org/W4294753120","https://openalex.org/W2374924985","https://openalex.org/W4200510307","https://openalex.org/W1987205573","https://openalex.org/W2103185625","https://openalex.org/W2102053756","https://openalex.org/W3112629828","https://openalex.org/W4225775378","https://openalex.org/W3142050247"],"abstract_inverted_index":{"Genome-wide":[0],"association":[1],"studies":[2],"(GWASs)":[3],"have":[4],"received":[5],"increasing":[6],"attention":[7],"to":[8,24,47,173,206,209],"understand":[9],"how":[10],"genetic":[11,211],"variation":[12],"affects":[13],"different":[14],"human":[15,40],"traits.":[16],"In":[17,185],"this":[18],"paper,":[19],"we":[20,165],"study":[21,166],"whether":[22],"and":[23,62,142,148,152,200],"what":[25],"extent":[26],"exploiting":[27],"the":[28,55,80,83,96,106,124,129,158,179],"GWAS":[29,66,77,174,198,216],"statistics":[30,78],"can":[31,193],"be":[32,168,194,207],"used":[33],"for":[34],"inferring":[35],"private":[36],"information":[37,192],"about":[38],"a":[39,45,49,73,88],"individual.":[41],"We":[42,94,116],"first":[43],"provide":[44],"method":[46],"construct":[48],"three-layered":[50],"Bayesian":[51,74,130],"network":[52,75],"explicitly":[53],"revealing":[54],"conditional":[56,84],"dependency":[57,125],"between":[58],"single-nucleotide":[59],"polymorphisms":[60],"(SNPs)":[61],"traits":[63],"from":[64,76,155,196],"public":[65],"catalog.":[67],"The":[68],"key":[69],"challenge":[70],"in":[71,128],"building":[72],"is":[79,113],"specification":[81],"of":[82,87,98,100,109,161,181,215],"probability":[85],"table":[86],"variable":[89,112],"with":[90],"multiple":[91],"parent":[92,111],"variables.":[93],"employ":[95],"models":[97],"independence":[99],"causal":[101,107],"influences":[102],"which":[103],"assume":[104],"that":[105,190],"mechanism":[108],"each":[110],"mutually":[114],"independent.":[115],"then":[117],"formulate":[118],"three":[119],"inference":[120,134,139,144,163],"problems":[121,164],"based":[122],"on":[123],"relationship":[126],"captured":[127],"network,":[131],"namely":[132],"trait":[133,143],"given":[135,140,145],"SNP":[136],"genotype,":[137],"genotype":[138],"trait,":[141],"known":[146],"traits,":[147],"develop":[149],"efficient":[150],"formulas":[151],"algorithms.":[153],"Different":[154],"previous":[156],"work,":[157],"possible":[159],"target":[160],"these":[162],"may":[167],"any":[169],"individual,":[170],"not":[171,213],"limited":[172],"participants.":[175],"Empirical":[176],"evaluations":[177],"show":[178],"effectiveness":[180],"our":[182,187],"proposed":[183],"methods.":[184],"summary,":[186],"work":[188],"implies":[189],"meaningful":[191],"inferred":[195],"modeling":[197],"statistics,":[199],"appropriate":[201],"privacy":[202,212],"protection":[203],"mechanisms":[204],"need":[205],"developed":[208],"protect":[210],"only":[214],"participants":[217],"but":[218],"also":[219],"regular":[220],"individuals.":[221]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
