{"id":"https://openalex.org/W2771089755","doi":"https://doi.org/10.1109/bibm.2017.8217661","title":"Modeling SNP and quantitative trait association from GWAS catalog using CLG Bayesian network","display_name":"Modeling SNP and quantitative trait association from GWAS catalog using CLG Bayesian network","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2771089755","doi":"https://doi.org/10.1109/bibm.2017.8217661","mag":"2771089755"},"language":"en","primary_location":{"id":"doi:10.1109/bibm.2017.8217661","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2017.8217661","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://scholarworks.uark.edu/cscepub/33","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"],"affiliations":[{"raw_affiliation_string":"University of Arkansas","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"],"affiliations":[{"raw_affiliation_string":"University of Arkansas","institution_ids":["https://openalex.org/I78715868"]}]},{"author_position":"last","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"],"affiliations":[{"raw_affiliation_string":"University of Arkansas","institution_ids":["https://openalex.org/I78715868"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100388671"],"corresponding_institution_ids":["https://openalex.org/I78715868"],"apc_list":null,"apc_paid":null,"fwci":0.8818,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79566527,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"42","issue":null,"first_page":"266","last_page":"269"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10261","display_name":"Genetic Associations and Epidemiology","score":0.9977999925613403,"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":0.9977999925613403,"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/T11468","display_name":"Genetic Mapping and Diversity in Plants and Animals","score":0.9975000023841858,"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/T10594","display_name":"Genetic and phenotypic traits in livestock","score":0.9966999888420105,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.8135417699813843},{"id":"https://openalex.org/keywords/genome-wide-association-study","display_name":"Genome-wide association study","score":0.6773948073387146},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.6709772348403931},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5684455037117004},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5358046293258667},{"id":"https://openalex.org/keywords/genetic-association","display_name":"Genetic association","score":0.5119999051094055},{"id":"https://openalex.org/keywords/quantitative-trait-locus","display_name":"Quantitative trait locus","score":0.4793980121612549},{"id":"https://openalex.org/keywords/trait","display_name":"Trait","score":0.4105169475078583},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35701608657836914},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32263731956481934},{"id":"https://openalex.org/keywords/single-nucleotide-polymorphism","display_name":"Single-nucleotide polymorphism","score":0.20039856433868408},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10283014178276062},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.06416094303131104}],"concepts":[{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.8135417699813843},{"id":"https://openalex.org/C106208931","wikidata":"https://www.wikidata.org/wiki/Q1098876","display_name":"Genome-wide association study","level":5,"score":0.6773948073387146},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.6709772348403931},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5684455037117004},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5358046293258667},{"id":"https://openalex.org/C186413461","wikidata":"https://www.wikidata.org/wiki/Q744727","display_name":"Genetic association","level":5,"score":0.5119999051094055},{"id":"https://openalex.org/C81941488","wikidata":"https://www.wikidata.org/wiki/Q853421","display_name":"Quantitative trait locus","level":3,"score":0.4793980121612549},{"id":"https://openalex.org/C106934330","wikidata":"https://www.wikidata.org/wiki/Q1971873","display_name":"Trait","level":2,"score":0.4105169475078583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35701608657836914},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32263731956481934},{"id":"https://openalex.org/C153209595","wikidata":"https://www.wikidata.org/wiki/Q501128","display_name":"Single-nucleotide polymorphism","level":4,"score":0.20039856433868408},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10283014178276062},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.06416094303131104},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C135763542","wikidata":"https://www.wikidata.org/wiki/Q106016","display_name":"Genotype","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bibm.2017.8217661","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2017.8217661","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},{"id":"pmh:oai:scholarworks.uark.edu:cscepub-1032","is_oa":true,"landing_page_url":"https://scholarworks.uark.edu/cscepub/33","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"}],"best_oa_location":{"id":"pmh:oai:scholarworks.uark.edu:cscepub-1032","is_oa":true,"landing_page_url":"https://scholarworks.uark.edu/cscepub/33","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":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320333028","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1482515788","https://openalex.org/W1511986666","https://openalex.org/W1926032186","https://openalex.org/W1979254666","https://openalex.org/W1980771638","https://openalex.org/W2028703715","https://openalex.org/W2101736851","https://openalex.org/W2116868464","https://openalex.org/W2129016996","https://openalex.org/W2171777347","https://openalex.org/W2405013394","https://openalex.org/W2579793493","https://openalex.org/W2771089755","https://openalex.org/W6732701978"],"related_works":["https://openalex.org/W2594299395","https://openalex.org/W2066467839","https://openalex.org/W2111842731","https://openalex.org/W2170506381","https://openalex.org/W2765794416","https://openalex.org/W2039666944","https://openalex.org/W1531630856","https://openalex.org/W1486217206","https://openalex.org/W1992310781","https://openalex.org/W2794350630"],"abstract_inverted_index":{"Genome-wide":[0],"association":[1],"studies":[2],"(GWAS)":[3],"are":[4,82,93],"a":[5,65],"type":[6],"of":[7,23,67,115,133],"genetic":[8],"methods":[9,39],"that":[10],"have":[11],"recently":[12],"received":[13],"intensive":[14],"attention.":[15],"In":[16],"this":[17,51],"paper,":[18],"we":[19],"study":[20],"the":[21,24,28,41,55,80,103,107,113,116,125,131],"construction":[22,126],"Bayesian":[25,60,75,109],"network":[26,76],"from":[27],"GWAS":[29],"catalog":[30],"for":[31,105,119],"modeling":[32],"SNP":[33],"and":[34,69,90,128],"quantitative":[35,91,120],"trait":[36],"associations.":[37],"Existing":[38],"in":[40,87,98],"literature":[42],"can":[43,63],"only":[44],"deal":[45],"with":[46],"categorical":[47],"traits.":[48,121],"We":[49,101,122],"address":[50],"limitation":[52],"by":[53],"leveraging":[54],"Conditional":[56],"Linear":[57],"Gaussian":[58],"(CLG)":[59],"network,":[61,110],"which":[62],"handle":[64],"mixture":[66],"discrete":[68,85],"continuous":[70,96],"variables.":[71],"A":[72],"two-layered":[73],"CLG":[74,108,117],"is":[77],"built":[78],"where":[79],"SNPs":[81],"represented":[83,94],"as":[84,95],"variables":[86,97],"one":[88],"layer":[89],"traits":[92],"another":[99],"layer.":[100],"propose":[102],"method":[104],"specifying":[106],"focusing":[111],"on":[112],"specification":[114],"distribution":[118],"empirically":[123],"evaluate":[124],"method,":[127],"results":[129],"demonstrate":[130],"effectiveness":[132],"our":[134],"method.":[135]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
