{"id":"https://openalex.org/W2089000384","doi":"https://doi.org/10.1186/1471-2105-8-364","title":"A Latent Variable Approach for Meta-Analysis of Gene Expression Data from Multiple Microarray Experiments","display_name":"A Latent Variable Approach for Meta-Analysis of Gene Expression Data from Multiple Microarray Experiments","publication_year":2007,"publication_date":"2007-09-27","ids":{"openalex":"https://openalex.org/W2089000384","doi":"https://doi.org/10.1186/1471-2105-8-364","mag":"2089000384","pmid":"https://pubmed.ncbi.nlm.nih.gov/17900369"},"language":"en","primary_location":{"id":"doi:10.1186/1471-2105-8-364","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-8-364","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-8-364","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":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-8-364","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081303849","display_name":"Hyungwon Choi","orcid":"https://orcid.org/0000-0002-6687-3088"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]},{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hyungwon Choi","raw_affiliation_strings":["Department of Statistics and Huck Institute for Life Sciences, Penn State University, University Park, PA, USA. hwchoi@umich.edu","Department of Biostatistics University of Michigan Ann Arbor USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics and Huck Institute for Life Sciences, Penn State University, University Park, PA, USA. hwchoi@umich.edu","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Department of Biostatistics University of Michigan Ann Arbor USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103057800","display_name":"Ronglai Shen","orcid":"https://orcid.org/0000-0002-8192-7531"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ronglai Shen","raw_affiliation_strings":["Department of Biostatistics, University of Michigan, Ann Arbor, MI, USA","Department of Biostatistics University of Michigan Ann Arbor USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biostatistics, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"Department of Biostatistics University of Michigan Ann Arbor USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003311852","display_name":"Arul M. Chinnaiyan","orcid":"https://orcid.org/0000-0001-9282-3415"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arul M Chinnaiyan","raw_affiliation_strings":["Departments of Pathology and Urology, University of Michigan, Ann Arbor, MI, USA","Departments of Pathology and Urology, University of Michigan, Ann Arbor, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Pathology and Urology, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"Departments of Pathology and Urology, University of Michigan, Ann Arbor, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100625254","display_name":"Debashis Ghosh","orcid":"https://orcid.org/0000-0001-9214-2249"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Debashis Ghosh","raw_affiliation_strings":["Department of Statistics and Huck Institute for Life Sciences, Penn State University, University Park, PA, USA","Department of Statistics and Huck Institute for Life Sciences, Penn State University, University Park, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics and Huck Institute for Life Sciences, Penn State University, University Park, PA, USA","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Department of Statistics and Huck Institute for Life Sciences, Penn State University, University Park, USA","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":2.1535,"has_fulltext":true,"cited_by_count":61,"citation_normalized_percentile":{"value":0.87198378,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"8","issue":"1","first_page":"364","last_page":"364"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9822999835014343,"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"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9822999835014343,"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/T11235","display_name":"Statistical Methods in Clinical Trials","score":0.003100000089034438,"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/T12867","display_name":"Advanced Biosensing Techniques and Applications","score":0.0020000000949949026,"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/bioconductor","display_name":"Bioconductor","score":0.95390784740448},{"id":"https://openalex.org/keywords/markov-chain-monte-carlo","display_name":"Markov chain Monte Carlo","score":0.6976153254508972},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6411498785018921},{"id":"https://openalex.org/keywords/latent-variable","display_name":"Latent variable","score":0.5637140870094299},{"id":"https://openalex.org/keywords/expectation\u2013maximization-algorithm","display_name":"Expectation\u2013maximization algorithm","score":0.5419507622718811},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5066521763801575},{"id":"https://openalex.org/keywords/dna-microarray","display_name":"DNA microarray","score":0.4660101532936096},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.46212953329086304},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.4336715638637543},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.25422734022140503},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23298418521881104},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2148643434047699},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17530879378318787},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.14198538661003113},{"id":"https://openalex.org/keywords/maximum-likelihood","display_name":"Maximum likelihood","score":0.10716304183006287},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.09456980228424072},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.09424450993537903},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.08487439155578613}],"concepts":[{"id":"https://openalex.org/C2779694297","wikidata":"https://www.wikidata.org/wiki/Q2888953","display_name":"Bioconductor","level":3,"score":0.95390784740448},{"id":"https://openalex.org/C111350023","wikidata":"https://www.wikidata.org/wiki/Q1191869","display_name":"Markov chain Monte Carlo","level":3,"score":0.6976153254508972},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6411498785018921},{"id":"https://openalex.org/C51167844","wikidata":"https://www.wikidata.org/wiki/Q4422623","display_name":"Latent variable","level":2,"score":0.5637140870094299},{"id":"https://openalex.org/C182081679","wikidata":"https://www.wikidata.org/wiki/Q1275153","display_name":"Expectation\u2013maximization algorithm","level":3,"score":0.5419507622718811},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5066521763801575},{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.4660101532936096},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.46212953329086304},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.4336715638637543},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.25422734022140503},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23298418521881104},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2148643434047699},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17530879378318787},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.14198538661003113},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.10716304183006287},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.09456980228424072},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.09424450993537903},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.08487439155578613}],"mesh":[{"descriptor_ui":"D002277","descriptor_name":"Carcinoma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D002277","descriptor_name":"Carcinoma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D002277","descriptor_name":"Carcinoma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D002277","descriptor_name":"Carcinoma","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D002277","descriptor_name":"Carcinoma","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D002277","descriptor_name":"Carcinoma","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D002277","descriptor_name":"Carcinoma","qualifier_ui":"Q000556","qualifier_name":"secondary","is_major_topic":false},{"descriptor_ui":"D002277","descriptor_name":"Carcinoma","qualifier_ui":"Q000556","qualifier_name":"secondary","is_major_topic":false},{"descriptor_ui":"D002277","descriptor_name":"Carcinoma","qualifier_ui":"Q000556","qualifier_name":"secondary","is_major_topic":false},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","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":"D008390","descriptor_name":"Markov Chains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008390","descriptor_name":"Markov Chains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008390","descriptor_name":"Markov Chains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009363","descriptor_name":"Neoplasm Proteins","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D009363","descriptor_name":"Neoplasm Proteins","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D009363","descriptor_name":"Neoplasm Proteins","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D014408","descriptor_name":"Biomarkers, Tumor","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D014408","descriptor_name":"Biomarkers, Tumor","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D014408","descriptor_name":"Biomarkers, Tumor","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D020411","descriptor_name":"Oligonucleotide Array Sequence Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020411","descriptor_name":"Oligonucleotide Array Sequence Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020411","descriptor_name":"Oligonucleotide Array Sequence Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.1186/1471-2105-8-364","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-8-364","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-8-364","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:17900369","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/17900369","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:scholarbank.nus.edu.sg:10635/143207","is_oa":false,"landing_page_url":"http://scholarbank.nus.edu.sg/handle/10635/143207","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"Article"},{"id":"pmh:oai:deepblue.lib.umich.edu:2027.42/112658","is_oa":false,"landing_page_url":"http://hdl.handle.net/2027.42/112658","pdf_url":null,"source":{"id":"https://openalex.org/S4306400393","display_name":"Deep Blue (University of Michigan)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I27837315","host_organization_name":"University of Michigan","host_organization_lineage":["https://openalex.org/I27837315"],"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":"Article"},{"id":"pmh:oai:doaj.org/article:70754ba02763407f8b5e3548435155df","is_oa":false,"landing_page_url":"https://doaj.org/article/70754ba02763407f8b5e3548435155df","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics, Vol 8, Iss 1, p 364 (2007)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:1833112","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2246152","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/1471-2105-8-364","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-8-364","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-8-364","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":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2089000384.pdf","grobid_xml":"https://content.openalex.org/works/W2089000384.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1522879439","https://openalex.org/W1826153834","https://openalex.org/W1985038830","https://openalex.org/W1988078905","https://openalex.org/W1999649023","https://openalex.org/W2037957568","https://openalex.org/W2042571415","https://openalex.org/W2049633694","https://openalex.org/W2057426371","https://openalex.org/W2064015154","https://openalex.org/W2067306349","https://openalex.org/W2099373309","https://openalex.org/W2100668965","https://openalex.org/W2102149615","https://openalex.org/W2103994569","https://openalex.org/W2105381419","https://openalex.org/W2105912300","https://openalex.org/W2105944077","https://openalex.org/W2109502519","https://openalex.org/W2110065044","https://openalex.org/W2124201592","https://openalex.org/W2124373444","https://openalex.org/W2128985829","https://openalex.org/W2129925362","https://openalex.org/W2148946492","https://openalex.org/W2152155643","https://openalex.org/W2153201655","https://openalex.org/W2157795344","https://openalex.org/W2158940923","https://openalex.org/W2169964089","https://openalex.org/W2170264612","https://openalex.org/W2170989872","https://openalex.org/W2414133885","https://openalex.org/W3147894994","https://openalex.org/W4248415074","https://openalex.org/W4285719527","https://openalex.org/W4294107304","https://openalex.org/W4296874249"],"related_works":["https://openalex.org/W2135678793","https://openalex.org/W2011682793","https://openalex.org/W2109288169","https://openalex.org/W2157684052","https://openalex.org/W4223449272","https://openalex.org/W2978247079","https://openalex.org/W2166887457","https://openalex.org/W2148708580","https://openalex.org/W3037604406","https://openalex.org/W2750968126"],"abstract_inverted_index":{"BACKGROUND:":[0],"With":[1],"the":[2,54,57,82,94,112,136],"explosion":[3],"in":[4,90,135],"data":[5,41],"generated":[6],"using":[7,47],"microarray":[8,45],"technology":[9],"by":[10,93],"different":[11],"investigators":[12],"working":[13],"on":[14,111],"similar":[15],"experiments,":[16],"it":[17],"is":[18,56,106,147,152],"of":[19,53,59,78,84,125],"interest":[20],"to":[21,122],"combine":[22],"results":[23],"across":[24,69],"multiple":[25],"studies.":[26],"RESULTS:":[27],"In":[28],"this":[29],"article,":[30],"we":[31],"describe":[32],"a":[33,107,123],"general":[34],"probabilistic":[35],"framework":[36],"for":[37,76,127],"combining":[38],"high-throughput":[39],"genomic":[40],"from":[42],"several":[43],"related":[44],"experiments":[46],"mixture":[48],"models.":[49],"A":[50],"key":[51],"feature":[52],"model":[55],"use":[58],"latent":[60],"variables":[61],"that":[62,65],"represent":[63],"quantities":[64],"can":[66],"be":[67],"combined":[68],"diverse":[70],"platforms.":[71],"We":[72],"consider":[73],"two":[74],"methods":[75,117,133],"estimation":[77],"an":[79,141],"index":[80],"termed":[81],"probability":[83],"expression":[85],"(POE).":[86],"The":[87,103,116,131],"first,":[88],"reported":[89],"previous":[91],"work":[92],"authors,":[95],"involves":[96],"Markov":[97],"Chain":[98],"Monte":[99],"Carlo":[100],"(MCMC)":[101],"techniques.":[102],"second":[104],"method":[105],"faster":[108],"algorithm":[109],"based":[110],"expectation-maximization":[113],"(EM)":[114],"algorithm.":[115],"are":[118,138],"illustrated":[119],"with":[120],"application":[121],"meta-analysis":[124],"datasets":[126],"metastatic":[128],"cancer.":[129],"CONCLUSION:":[130],"statistical":[132],"described":[134],"paper":[137],"available":[139],"as":[140],"R":[142],"package,":[143],"metaArray":[144],"1.8.1,":[145],"which":[146],"at":[148],"Bioconductor,":[149],"whose":[150],"URL":[151],"http://www.bioconductor.org/.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":9}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
