{"id":"https://openalex.org/W2054050000","doi":"https://doi.org/10.1109/embc.2012.6346166","title":"Supercomputing enabling exhaustive statistical analysis of genome wide association study data: Preliminary results","display_name":"Supercomputing enabling exhaustive statistical analysis of genome wide association study data: Preliminary results","publication_year":2012,"publication_date":"2012-08-01","ids":{"openalex":"https://openalex.org/W2054050000","doi":"https://doi.org/10.1109/embc.2012.6346166","mag":"2054050000","pmid":"https://pubmed.ncbi.nlm.nih.gov/23366127"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2012.6346166","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6346166","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065673705","display_name":"Matthias Reumann","orcid":null},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]},{"id":"https://openalex.org/I4210120068","display_name":"IBM Research - Australia","ror":"https://ror.org/027r3nx49","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210120068"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"M. Reumann","raw_affiliation_strings":["IBM Research Collaboratory for Life Sciences Melbourne, 187 Grattan Street, Carlton, VIC 3010, Australia. mreumann@ieee.org","IBM Research Collaboratory, Carlton, VIC, Australia","Department Computing and Information Systems, University of Melbourne, Carlton, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research Collaboratory for Life Sciences Melbourne, 187 Grattan Street, Carlton, VIC 3010, Australia. mreumann@ieee.org","institution_ids":["https://openalex.org/I4210120068"]},{"raw_affiliation_string":"IBM Research Collaboratory, Carlton, VIC, Australia","institution_ids":["https://openalex.org/I4210120068"]},{"raw_affiliation_string":"Department Computing and Information Systems, University of Melbourne, Carlton, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023193568","display_name":"Enes Makalic","orcid":"https://orcid.org/0000-0003-3017-0871"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"E. Makalic","raw_affiliation_strings":["Melbourne School of Population Health, University of Melbourne, Parkville, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Melbourne School of Population Health, University of Melbourne, Parkville, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086912690","display_name":"Benjamin Goudey","orcid":"https://orcid.org/0000-0002-2318-985X"},"institutions":[{"id":"https://openalex.org/I4210120068","display_name":"IBM Research - Australia","ror":"https://ror.org/027r3nx49","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210120068"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"B. W. Goudey","raw_affiliation_strings":["IBM Research Collaboratory, Carlton, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research Collaboratory, Carlton, Australia","institution_ids":["https://openalex.org/I4210120068"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056977453","display_name":"Michael Inouye","orcid":"https://orcid.org/0000-0001-9413-6520"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"M. Inouye","raw_affiliation_strings":["Department of Pathology and the Department Microbiology and Immunology, University of Melbourne, Parkville, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology and the Department Microbiology and Immunology, University of Melbourne, Parkville, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067581522","display_name":"Adrian Bickerstaffe","orcid":"https://orcid.org/0000-0003-2167-7291"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"A. Bickerstaffe","raw_affiliation_strings":["Melbourne School of Population Health, University of Melbourne, Parkville, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Melbourne School of Population Health, University of Melbourne, Parkville, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075177965","display_name":"Minh Bui","orcid":"https://orcid.org/0000-0002-9099-6870"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"M. Bui","raw_affiliation_strings":["Melbourne School of Population Health, University of Melbourne, Parkville, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Melbourne School of Population Health, University of Melbourne, Parkville, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055073233","display_name":"Daniel J. Park","orcid":"https://orcid.org/0000-0002-6354-0931"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"D. J. Park","raw_affiliation_strings":["Department of Pathology, University of Melbourne, Parkville, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology, University of Melbourne, Parkville, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042522659","display_name":"Miroslaw K. Kapuscinski","orcid":"https://orcid.org/0000-0002-4561-2719"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"M. K. Kapuscinski","raw_affiliation_strings":["Melbourne School of Population Health, University of Melbourne, Parkville, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Melbourne School of Population Health, University of Melbourne, Parkville, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046316602","display_name":"Daniel F. Schmidt","orcid":"https://orcid.org/0000-0002-1788-2375"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"D. F. Schmidt","raw_affiliation_strings":["Melbourne School of Population Health, University of Melbourne, Parkville, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Melbourne School of Population Health, University of Melbourne, Parkville, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101777562","display_name":"Zeyu Zhou","orcid":"https://orcid.org/0009-0001-5493-9019"},"institutions":[{"id":"https://openalex.org/I4210120068","display_name":"IBM Research - Australia","ror":"https://ror.org/027r3nx49","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210120068"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Z. Zhou","raw_affiliation_strings":["IBM Research Collaboratory, Carlton, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research Collaboratory, Carlton, Australia","institution_ids":["https://openalex.org/I4210120068"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032763896","display_name":"Guoqi Qian","orcid":"https://orcid.org/0000-0003-3818-0564"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"G. Qian","raw_affiliation_strings":["Department of Mathematics and Statistics, University of Melbourne, Parkville, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, University of Melbourne, Parkville, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041495909","display_name":"Justin Zobel","orcid":"https://orcid.org/0000-0001-6622-032X"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"J. Zobel","raw_affiliation_strings":["Department of Computing and Information Systems, University of Melbourne, Parkville, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing and Information Systems, University of Melbourne, Parkville, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087519186","display_name":"J. M. Wagner","orcid":"https://orcid.org/0000-0002-5588-0020"},"institutions":[{"id":"https://openalex.org/I4210120068","display_name":"IBM Research - Australia","ror":"https://ror.org/027r3nx49","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210120068"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"J. Wagner","raw_affiliation_strings":["IBM Research Collaboratory, Carlton, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research Collaboratory, Carlton, Australia","institution_ids":["https://openalex.org/I4210120068"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023667273","display_name":"John L. Hopper","orcid":"https://orcid.org/0000-0002-8567-173X"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"J. L. Hopper","raw_affiliation_strings":["Melbourne School of Population Health, University of Melbourne, Parkville, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Melbourne School of Population Health, University of Melbourne, Parkville, Australia","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":14,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8176,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.76005379,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"426","issue":null,"first_page":"1258","last_page":"1261"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10261","display_name":"Genetic Associations and Epidemiology","score":0.9997000098228455,"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":0.9997000098228455,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/T10885","display_name":"Gene expression and cancer classification","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/genome-wide-association-study","display_name":"Genome-wide association study","score":0.7033029794692993},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6533405780792236},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.6274359226226807},{"id":"https://openalex.org/keywords/contingency-table","display_name":"Contingency table","score":0.4609535038471222},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4584891200065613},{"id":"https://openalex.org/keywords/computational-statistics","display_name":"Computational statistics","score":0.42025917768478394},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.37022408843040466},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36983615159988403},{"id":"https://openalex.org/keywords/single-nucleotide-polymorphism","display_name":"Single-nucleotide polymorphism","score":0.24755319952964783},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.23069223761558533},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15979477763175964},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.14781397581100464},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1290164589881897},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12478962540626526},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.10688972473144531}],"concepts":[{"id":"https://openalex.org/C106208931","wikidata":"https://www.wikidata.org/wiki/Q1098876","display_name":"Genome-wide association study","level":5,"score":0.7033029794692993},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6533405780792236},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.6274359226226807},{"id":"https://openalex.org/C91998498","wikidata":"https://www.wikidata.org/wiki/Q1541178","display_name":"Contingency table","level":2,"score":0.4609535038471222},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4584891200065613},{"id":"https://openalex.org/C176222170","wikidata":"https://www.wikidata.org/wiki/Q5157340","display_name":"Computational statistics","level":2,"score":0.42025917768478394},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.37022408843040466},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36983615159988403},{"id":"https://openalex.org/C153209595","wikidata":"https://www.wikidata.org/wiki/Q501128","display_name":"Single-nucleotide polymorphism","level":4,"score":0.24755319952964783},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.23069223761558533},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15979477763175964},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.14781397581100464},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1290164589881897},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12478962540626526},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.10688972473144531},{"id":"https://openalex.org/C135763542","wikidata":"https://www.wikidata.org/wiki/Q106016","display_name":"Genotype","level":3,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[{"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":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","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":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"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":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":null,"qualifier_name":null,"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":2,"locations":[{"id":"doi:10.1109/embc.2012.6346166","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6346166","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:23366127","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23366127","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.5799999833106995,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1822695366","https://openalex.org/W2030753360","https://openalex.org/W2041467022","https://openalex.org/W2058401000","https://openalex.org/W2153512220","https://openalex.org/W2156064982","https://openalex.org/W2168909179"],"related_works":["https://openalex.org/W2384867379","https://openalex.org/W4400094300","https://openalex.org/W2329539859","https://openalex.org/W2227905990","https://openalex.org/W2765823764","https://openalex.org/W3214280620","https://openalex.org/W2796920651","https://openalex.org/W3001524306","https://openalex.org/W3191490922","https://openalex.org/W4206843815"],"abstract_inverted_index":{"Most":[0],"published":[1],"GWAS":[2,148,176],"do":[3],"not":[4],"examine":[5],"SNP":[6],"interactions":[7],"due":[8],"to":[9,24,28,33,43,87,112,130,162],"the":[10,18,34,57,102,131,139],"high":[11],"computational":[12],"complexity":[13],"of":[14,77,134,141,147,167,169,175],"computing":[15],"p-values":[16],"for":[17,153,171],"interaction":[19],"terms.":[20],"Our":[21],"aim":[22],"is":[23,105,124,127],"utilize":[25],"supercomputing":[26],"resources":[27],"apply":[29],"complex":[30,179],"statistical":[31],"techniques":[32],"world's":[35],"accumulating":[36],"GWAS,":[37],"epidemiology,":[38],"survival":[39],"and":[40,49,53,72],"pathology":[41],"data":[42,65,177],"uncover":[44],"more":[45],"information":[46],"about":[47],"genetic":[48],"environmental":[50],"risk,":[51],"biology":[52],"aetiology.":[54],"We":[55,79,156],"performed":[56],"Bayesian":[58],"Posterior":[59],"Probability":[60],"test":[61],"on":[62,85,117],"a":[63,160],"pseudo":[64],"set":[66],"with":[67,91,165],"500,000":[68],"single":[69],"nucleotide":[70],"polymorphism":[71],"100":[73],"samples":[74],"as":[75],"proof":[76],"principle.":[78],"carried":[80],"out":[81],"strong":[82],"scaling":[83],"simulations":[84],"2":[86,93],"4,096":[88,118],"processing":[89,100,119],"cores":[90],"factor":[92,123],"increments":[94],"in":[95,159],"partition":[96],"size.":[97],"On":[98],"two":[99,109],"cores,":[101],"run":[103],"time":[104],"317h,":[106],"i.e.":[107],"almost":[108],"weeks,":[110],"compared":[111],"less":[113],"than":[114],"10":[115],"minutes":[116],"cores.":[120],"The":[121],"speedup":[122],"2,020":[125],"that":[126],"very":[128],"close":[129],"theoretical":[132],"value":[133],"2,048.":[135],"This":[136],"work":[137],"demonstrates":[138],"feasibility":[140],"performing":[142],"exhaustive":[143],"higher":[144,172],"order":[145,173],"analysis":[146,174],"studies":[149],"using":[150,178],"independence":[151],"testing":[152],"contingency":[154],"tables.":[155],"are":[157],"now":[158],"position":[161],"employ":[163],"supercomputers":[164],"hundreds":[166],"thousands":[168],"threads":[170],"statistics.":[180]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
