{"id":"https://openalex.org/W2155381325","doi":"https://doi.org/10.1186/s12859-014-0368-0","title":"Bayesian neural networks for detecting epistasis in genetic association studies","display_name":"Bayesian neural networks for detecting epistasis in genetic association studies","publication_year":2014,"publication_date":"2014-11-21","ids":{"openalex":"https://openalex.org/W2155381325","doi":"https://doi.org/10.1186/s12859-014-0368-0","mag":"2155381325","pmid":"https://pubmed.ncbi.nlm.nih.gov/25413600"},"language":"en","primary_location":{"id":"doi:10.1186/s12859-014-0368-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-014-0368-0","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-014-0368-0","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-014-0368-0","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077007622","display_name":"Andrew L. Beam","orcid":"https://orcid.org/0000-0002-6657-2787"},"institutions":[{"id":"https://openalex.org/I4210155419","display_name":"Center for Systems Biology","ror":"https://ror.org/05r3dyn47","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210155419","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Andrew L Beam","raw_affiliation_strings":["Center for Biomedical Informatics, Harvard Medical School, Boston, MA, USA. Andrew_Beam@hms.harvard.edu","Center for Biomedical Informatics, Harvard Medical School, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Biomedical Informatics, Harvard Medical School, Boston, MA, USA. Andrew_Beam@hms.harvard.edu","institution_ids":[]},{"raw_affiliation_string":"Center for Biomedical Informatics, Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I4210155419","https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055785853","display_name":"Alison A. Motsinger\u2010Reif","orcid":"https://orcid.org/0000-0003-1346-2493"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alison Motsinger-Reif","raw_affiliation_strings":["Bioinformatics Research Center, North Carolina State University, Raleigh, NC, USA. alison_motsinger@ncsu.edu","Department of Statistics, North Carolina State University, Raleigh, NC, USA. alison_motsinger@ncsu.edu","Bioinformatics Research Center, North Carolina State University, Raleigh, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioinformatics Research Center, North Carolina State University, Raleigh, NC, USA. alison_motsinger@ncsu.edu","institution_ids":[]},{"raw_affiliation_string":"Department of Statistics, North Carolina State University, Raleigh, NC, USA. alison_motsinger@ncsu.edu","institution_ids":[]},{"raw_affiliation_string":"Bioinformatics Research Center, North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044856770","display_name":"Jon Doyle","orcid":"https://orcid.org/0000-0002-5553-3790"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jon Doyle","raw_affiliation_strings":["Department of Computer Science, North Carolina State University, Raleigh, NC, USA. Jon_Doyle@ncsu.edu","Department of Computer Science, North Carolina State University, Raleigh, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, North Carolina State University, Raleigh, NC, USA. Jon_Doyle@ncsu.edu","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science, North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5077007622"],"corresponding_institution_ids":["https://openalex.org/I136199984","https://openalex.org/I4210155419"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":3.0233,"has_fulltext":true,"cited_by_count":38,"citation_normalized_percentile":{"value":0.91721206,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"15","issue":"1","first_page":"368","last_page":"368"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10261","display_name":"Genetic Associations and Epidemiology","score":0.9904999732971191,"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":0.9904999732971191,"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/T11642","display_name":"Genomics and Rare Diseases","score":0.0012000000569969416,"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":0.0007999999797903001,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6275961995124817},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5812323093414307},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5690885186195374},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.563631534576416},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5420975685119629},{"id":"https://openalex.org/keywords/genetic-association","display_name":"Genetic association","score":0.5043414831161499},{"id":"https://openalex.org/keywords/epistasis","display_name":"Epistasis","score":0.49531880021095276},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.458332359790802},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.4380512237548828},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4106028079986572},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.20576539635658264},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.12509876489639282},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.12034773826599121},{"id":"https://openalex.org/keywords/genotype","display_name":"Genotype","score":0.07896032929420471},{"id":"https://openalex.org/keywords/single-nucleotide-polymorphism","display_name":"Single-nucleotide polymorphism","score":0.0762774646282196}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6275961995124817},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5812323093414307},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5690885186195374},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.563631534576416},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5420975685119629},{"id":"https://openalex.org/C186413461","wikidata":"https://www.wikidata.org/wiki/Q744727","display_name":"Genetic association","level":5,"score":0.5043414831161499},{"id":"https://openalex.org/C61727976","wikidata":"https://www.wikidata.org/wiki/Q751748","display_name":"Epistasis","level":3,"score":0.49531880021095276},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.458332359790802},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.4380512237548828},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4106028079986572},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.20576539635658264},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.12509876489639282},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.12034773826599121},{"id":"https://openalex.org/C135763542","wikidata":"https://www.wikidata.org/wiki/Q106016","display_name":"Genotype","level":3,"score":0.07896032929420471},{"id":"https://openalex.org/C153209595","wikidata":"https://www.wikidata.org/wiki/Q501128","display_name":"Single-nucleotide polymorphism","level":4,"score":0.0762774646282196}],"mesh":[{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004843","descriptor_name":"Epistasis, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004843","descriptor_name":"Epistasis, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004843","descriptor_name":"Epistasis, Genetic","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":"D008957","descriptor_name":"Models, Genetic","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":false},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009161","descriptor_name":"Mycobacterium","qualifier_ui":"Q000472","qualifier_name":"pathogenicity","is_major_topic":false},{"descriptor_ui":"D009161","descriptor_name":"Mycobacterium","qualifier_ui":"Q000472","qualifier_name":"pathogenicity","is_major_topic":false},{"descriptor_ui":"D009161","descriptor_name":"Mycobacterium","qualifier_ui":"Q000472","qualifier_name":"pathogenicity","is_major_topic":false},{"descriptor_ui":"D014376","descriptor_name":"Tuberculosis","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D014376","descriptor_name":"Tuberculosis","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D014376","descriptor_name":"Tuberculosis","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D014376","descriptor_name":"Tuberculosis","qualifier_ui":"Q000382","qualifier_name":"microbiology","is_major_topic":false},{"descriptor_ui":"D014376","descriptor_name":"Tuberculosis","qualifier_ui":"Q000382","qualifier_name":"microbiology","is_major_topic":false},{"descriptor_ui":"D014376","descriptor_name":"Tuberculosis","qualifier_ui":"Q000382","qualifier_name":"microbiology","is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","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":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D056726","descriptor_name":"Genetic Association Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D056726","descriptor_name":"Genetic Association Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D056726","descriptor_name":"Genetic Association Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1186/s12859-014-0368-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-014-0368-0","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-014-0368-0","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:25413600","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25413600","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":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:arXiv.org:1404.3989","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1404.3989","pdf_url":"https://arxiv.org/pdf/1404.3989","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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"},{"id":"pmh:oai:dash.harvard.edu:1/13581155","is_oa":true,"landing_page_url":"http://nrs.harvard.edu/urn-3:HUL.InstRepos:13581155","pdf_url":null,"source":{"id":"https://openalex.org/S4306401540","display_name":"Digital Access to Scholarship at Harvard (DASH) (Harvard University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I136199984","host_organization_name":"Harvard University","host_organization_lineage":["https://openalex.org/I136199984"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:4256933","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4256933","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12859-014-0368-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-014-0368-0","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-014-0368-0","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5555058225","display_name":null,"funder_award_id":"5T32ES007329","funder_id":"https://openalex.org/F4320337361","funder_display_name":"National Institute of Environmental Health Sciences"}],"funders":[{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"},{"id":"https://openalex.org/F4320337361","display_name":"National Institute of Environmental Health Sciences","ror":"https://ror.org/00j4k1h63"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2155381325.pdf","grobid_xml":"https://content.openalex.org/works/W2155381325.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W621546036","https://openalex.org/W1498436455","https://openalex.org/W1510402688","https://openalex.org/W1520812622","https://openalex.org/W1539593569","https://openalex.org/W1544324307","https://openalex.org/W1567512734","https://openalex.org/W1570416842","https://openalex.org/W1581937791","https://openalex.org/W1678356000","https://openalex.org/W1904365287","https://openalex.org/W1969067576","https://openalex.org/W1980771638","https://openalex.org/W1980991473","https://openalex.org/W1985462363","https://openalex.org/W1992241358","https://openalex.org/W1997744129","https://openalex.org/W2011873184","https://openalex.org/W2028499920","https://openalex.org/W2033247628","https://openalex.org/W2033383209","https://openalex.org/W2041170649","https://openalex.org/W2042802973","https://openalex.org/W2056760934","https://openalex.org/W2070493638","https://openalex.org/W2076220518","https://openalex.org/W2077575809","https://openalex.org/W2124509331","https://openalex.org/W2126964466","https://openalex.org/W2127405401","https://openalex.org/W2130965577","https://openalex.org/W2131878646","https://openalex.org/W2135106788","https://openalex.org/W2135194391","https://openalex.org/W2136167691","https://openalex.org/W2137503082","https://openalex.org/W2137983211","https://openalex.org/W2138309709","https://openalex.org/W2139400673","https://openalex.org/W2143426320","https://openalex.org/W2152175008","https://openalex.org/W2158825237","https://openalex.org/W2164381236","https://openalex.org/W2165080652","https://openalex.org/W2478027467","https://openalex.org/W2582743722","https://openalex.org/W2911964244","https://openalex.org/W2953264563","https://openalex.org/W2954040150","https://openalex.org/W3104824402","https://openalex.org/W3138798301","https://openalex.org/W3146803896","https://openalex.org/W4235765578","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W2888392564","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W4390569940","https://openalex.org/W4361193272","https://openalex.org/W2963326959","https://openalex.org/W4388685194","https://openalex.org/W4312407344","https://openalex.org/W4385223236"],"abstract_inverted_index":{"BACKGROUND:":[0],"Discovering":[1],"causal":[2,137],"genetic":[3,7,16,55,122],"variants":[4,74],"from":[5],"large":[6,146],"association":[8,56],"studies":[9],"poses":[10],"many":[11],"difficult":[12],"challenges.":[13],"Assessing":[14],"which":[15,73],"markers":[17],"are":[18,66,75],"involved":[19,76],"in":[20,30,41,53,77],"determining":[21,78],"trait":[22],"status":[23],"is":[24,49,94,128],"a":[25,45,117,132],"computationally":[26,141],"demanding":[27],"task,":[28],"especially":[29],"the":[31,42,87],"presence":[32],"of":[33,44,99,120],"gene-gene":[34],"interactions.":[35],"RESULTS:":[36],"A":[37],"non-parametric":[38],"Bayesian":[39,46,110],"approach":[40],"form":[43],"neural":[47,111],"network":[48],"proposed":[50,126],"for":[51,107,135],"use":[52],"analyzing":[54],"studies.":[57],"Demonstrations":[58],"on":[59],"synthetic":[60],"and":[61,70],"real":[62],"data":[63],"reveal":[64],"they":[65],"able":[67],"to":[68,90,130,144],"efficiently":[69],"accurately":[71],"determine":[72],"case-control":[79],"status.":[80],"By":[81],"using":[82],"graphics":[83],"processing":[84],"units":[85],"(GPUs)":[86],"time":[88],"needed":[89],"build":[91],"these":[92],"models":[93],"decreased":[95],"by":[96],"several":[97],"orders":[98],"magnitude.":[100],"In":[101],"comparison":[102],"with":[103],"commonly":[104],"used":[105],"approaches":[106],"detecting":[108,136],"interactions,":[109],"networks":[112],"perform":[113],"very":[114],"well":[115],"across":[116],"broad":[118],"spectrum":[119],"possible":[121],"relationships.":[123],"CONCLUSIONS:":[124],"The":[125],"framework":[127],"shown":[129],"be":[131],"powerful":[133],"method":[134],"SNPs":[138],"while":[139],"being":[140],"efficient":[142],"enough":[143],"handle":[145],"datasets.":[147]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}