{"id":"https://openalex.org/W2137984629","doi":"https://doi.org/10.1186/1471-2105-12-88","title":"Empirical Bayesian models for analysing molecular serotyping microarrays","display_name":"Empirical Bayesian models for analysing molecular serotyping microarrays","publication_year":2011,"publication_date":"2011-03-31","ids":{"openalex":"https://openalex.org/W2137984629","doi":"https://doi.org/10.1186/1471-2105-12-88","mag":"2137984629","pmid":"https://pubmed.ncbi.nlm.nih.gov/21453458"},"language":"en","primary_location":{"id":"doi:10.1186/1471-2105-12-88","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-12-88","pdf_url":"https://link.springer.com/content/pdf/10.1186/1471-2105-12-88.pdf","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":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1186/1471-2105-12-88.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086615980","display_name":"Richard Newton","orcid":"https://orcid.org/0000-0002-2782-1664"},"institutions":[{"id":"https://openalex.org/I4210134973","display_name":"MRC Biostatistics Unit","ror":"https://ror.org/046vje122","country_code":"GB","type":"facility","lineage":["https://openalex.org/I241749","https://openalex.org/I4210087105","https://openalex.org/I4210134973","https://openalex.org/I90344618"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Richard Newton","raw_affiliation_strings":["MRC Biostatistics Unit, Robinson Way, Cambridge, CB2 0SR, UK. richard.newton@mrc-bsu.cam.ac.uk","MRC Biostatistics Unit, Robinson Way, Cambridge, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MRC Biostatistics Unit, Robinson Way, Cambridge, CB2 0SR, UK. richard.newton@mrc-bsu.cam.ac.uk","institution_ids":["https://openalex.org/I4210134973"]},{"raw_affiliation_string":"MRC Biostatistics Unit, Robinson Way, Cambridge, UK","institution_ids":["https://openalex.org/I4210134973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012921982","display_name":"Jason Hinds","orcid":"https://orcid.org/0000-0002-2739-1908"},"institutions":[{"id":"https://openalex.org/I165862685","display_name":"St George's, University of London","ror":"https://ror.org/040f08y74","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I165862685"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jason Hinds","raw_affiliation_strings":["Bacterial Microarray Group, Division of Clinical Sciences, St. George's, University of London, Cranmer Terrace, London, SW17 0RE, UK","Bacterial Microarray Group, Division of Clinical Sciences, St. George's, University of London, Cranmer Terrace, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bacterial Microarray Group, Division of Clinical Sciences, St. George's, University of London, Cranmer Terrace, London, SW17 0RE, UK","institution_ids":["https://openalex.org/I165862685"]},{"raw_affiliation_string":"Bacterial Microarray Group, Division of Clinical Sciences, St. George's, University of London, Cranmer Terrace, London, UK","institution_ids":["https://openalex.org/I165862685"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064848972","display_name":"Lorenz Wernisch","orcid":"https://orcid.org/0000-0003-3113-7942"},"institutions":[{"id":"https://openalex.org/I4210134973","display_name":"MRC Biostatistics Unit","ror":"https://ror.org/046vje122","country_code":"GB","type":"facility","lineage":["https://openalex.org/I241749","https://openalex.org/I4210087105","https://openalex.org/I4210134973","https://openalex.org/I90344618"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lorenz Wernisch","raw_affiliation_strings":["MRC Biostatistics Unit, Robinson Way, Cambridge, CB2 0SR, UK","MRC Biostatistics Unit, Robinson Way, Cambridge, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MRC Biostatistics Unit, Robinson Way, Cambridge, CB2 0SR, UK","institution_ids":["https://openalex.org/I4210134973"]},{"raw_affiliation_string":"MRC Biostatistics Unit, Robinson Way, Cambridge, UK","institution_ids":["https://openalex.org/I4210134973"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5086615980"],"corresponding_institution_ids":["https://openalex.org/I4210134973"],"apc_list":{"value":2790,"currency":"USD","value_usd":2790},"apc_paid":{"value":2790,"currency":"USD","value_usd":2790},"fwci":0.9575,"has_fulltext":true,"cited_by_count":33,"citation_normalized_percentile":{"value":0.75832422,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"12","issue":"1","first_page":"88","last_page":"88"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10654","display_name":"Pneumonia and Respiratory Infections","score":0.7325999736785889,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10654","display_name":"Pneumonia and Respiratory Infections","score":0.7325999736785889,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12867","display_name":"Advanced Biosensing Techniques and Applications","score":0.05380000174045563,"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":0.02449999935925007,"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/dna-microarray","display_name":"DNA microarray","score":0.8164103627204895},{"id":"https://openalex.org/keywords/serotype","display_name":"Serotype","score":0.6904930472373962},{"id":"https://openalex.org/keywords/microarray","display_name":"Microarray","score":0.616316556930542},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.5597406029701233},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.5331187844276428},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.4657130539417267},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4650576710700989},{"id":"https://openalex.org/keywords/gene-chip-analysis","display_name":"Gene chip analysis","score":0.44570082426071167},{"id":"https://openalex.org/keywords/oligonucleotide","display_name":"Oligonucleotide","score":0.4350162744522095},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.4003564119338989},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.3761340379714966},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.218314528465271},{"id":"https://openalex.org/keywords/microbiology","display_name":"Microbiology","score":0.19679245352745056},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.19652020931243896},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.1077425479888916}],"concepts":[{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.8164103627204895},{"id":"https://openalex.org/C10389963","wikidata":"https://www.wikidata.org/wiki/Q848328","display_name":"Serotype","level":2,"score":0.6904930472373962},{"id":"https://openalex.org/C186836561","wikidata":"https://www.wikidata.org/wiki/Q1931516","display_name":"Microarray","level":4,"score":0.616316556930542},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.5597406029701233},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.5331187844276428},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.4657130539417267},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4650576710700989},{"id":"https://openalex.org/C24361400","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Gene chip analysis","level":5,"score":0.44570082426071167},{"id":"https://openalex.org/C129312508","wikidata":"https://www.wikidata.org/wiki/Q133686","display_name":"Oligonucleotide","level":3,"score":0.4350162744522095},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.4003564119338989},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.3761340379714966},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.218314528465271},{"id":"https://openalex.org/C89423630","wikidata":"https://www.wikidata.org/wiki/Q7193","display_name":"Microbiology","level":1,"score":0.19679245352745056},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.19652020931243896},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.1077425479888916}],"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":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011336","descriptor_name":"Probability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011336","descriptor_name":"Probability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011336","descriptor_name":"Probability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011336","descriptor_name":"Probability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012703","descriptor_name":"Serotyping","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012703","descriptor_name":"Serotyping","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012703","descriptor_name":"Serotyping","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012703","descriptor_name":"Serotyping","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013296","descriptor_name":"Streptococcus pneumoniae","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D013296","descriptor_name":"Streptococcus pneumoniae","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D013296","descriptor_name":"Streptococcus pneumoniae","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D013296","descriptor_name":"Streptococcus pneumoniae","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D013296","descriptor_name":"Streptococcus pneumoniae","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D013296","descriptor_name":"Streptococcus pneumoniae","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D013296","descriptor_name":"Streptococcus pneumoniae","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D013296","descriptor_name":"Streptococcus pneumoniae","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015373","descriptor_name":"Bacterial Typing Techniques","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D015373","descriptor_name":"Bacterial Typing Techniques","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D015373","descriptor_name":"Bacterial Typing Techniques","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D015373","descriptor_name":"Bacterial Typing Techniques","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020411","descriptor_name":"Oligonucleotide Array Sequence Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020411","descriptor_name":"Oligonucleotide Array Sequence Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020411","descriptor_name":"Oligonucleotide Array Sequence Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020411","descriptor_name":"Oligonucleotide Array Sequence Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.1186/1471-2105-12-88","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-12-88","pdf_url":"https://link.springer.com/content/pdf/10.1186/1471-2105-12-88.pdf","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:21453458","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/21453458","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:openaccess.sgul.ac.uk:107078","is_oa":false,"landing_page_url":"http://openaccess.sgul.ac.uk/107078/6/licence.docx","pdf_url":null,"source":{"id":"https://openalex.org/S4306400552","display_name":"St George's Online Research Archive (St George's University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165862685","host_organization_name":"St George's, University of London","host_organization_lineage":["https://openalex.org/I165862685"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:europepmc.org:2086255","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3076268","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"},{"id":"pmh:oai:doaj.org/article:d6b0c0d9d3524ac2a398304a0fc3e693","is_oa":false,"landing_page_url":"https://doaj.org/article/d6b0c0d9d3524ac2a398304a0fc3e693","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 12, Iss 1, p 88 (2011)","raw_type":"article"},{"id":"pmh:oai:www.repository.cam.ac.uk:1810/237588","is_oa":true,"landing_page_url":"http://www.dspace.cam.ac.uk/handle/1810/237588","pdf_url":null,"source":{"id":"https://openalex.org/S4306401777","display_name":"Apollo (University of Cambridge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I241749","host_organization_name":"University of Cambridge","host_organization_lineage":["https://openalex.org/I241749"],"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":"Article"}],"best_oa_location":{"id":"doi:10.1186/1471-2105-12-88","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-12-88","pdf_url":"https://link.springer.com/content/pdf/10.1186/1471-2105-12-88.pdf","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/G5467897803","display_name":"BuG@S-III: transitional community support for bacterial microarrays.","funder_award_id":"086547","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"}],"funders":[{"id":"https://openalex.org/F4320311904","display_name":"Wellcome Trust","ror":"https://ror.org/029chgv08"},{"id":"https://openalex.org/F4320334911","display_name":"St. George's, University of London","ror":"https://ror.org/040f08y74"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2137984629.pdf","grobid_xml":"https://content.openalex.org/works/W2137984629.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W1533335653","https://openalex.org/W1546952499","https://openalex.org/W1972265710","https://openalex.org/W2023964275","https://openalex.org/W2044417671","https://openalex.org/W2093310108","https://openalex.org/W2108637300","https://openalex.org/W2131441269","https://openalex.org/W2134422972","https://openalex.org/W2156273110","https://openalex.org/W2158664132","https://openalex.org/W2170939735","https://openalex.org/W2582743722"],"related_works":["https://openalex.org/W2767847608","https://openalex.org/W2361788533","https://openalex.org/W2051808073","https://openalex.org/W2015700328","https://openalex.org/W2911678823","https://openalex.org/W1483316219","https://openalex.org/W170658859","https://openalex.org/W4310366902","https://openalex.org/W3023720143","https://openalex.org/W2490137852"],"abstract_inverted_index":{"BACKGROUND:":[0],"Microarrays":[1],"offer":[2],"great":[3],"potential":[4],"as":[5,247,295],"a":[6,33,72,91,184,187,279],"platform":[7],"for":[8,14,36,63,107],"molecular":[9,37],"diagnostics,":[10],"testing":[11],"clinical":[12],"samples":[13,219,224,249,269],"the":[15,45,76,95,109,116,124,165,174,196,205,208,238,255,262,297,306,310,313],"presence":[16,46,263,298],"of":[17,39,47,50,75,86,97,111,113,199,207,227,232,237,241,264,266,281,299,305,309],"numerous":[18],"biomarkers":[19],"in":[20,133,148,156,290],"highly":[21],"multiplexed":[22],"assays.":[23],"In":[24],"this":[25,291],"study":[26],"applied":[27,193,212],"to":[28,80,145,194,215,270,287],"infectious":[29],"diseases,":[30],"data":[31,79,217],"from":[32,55,115,218],"microarray":[34,59,77,117],"designed":[35],"serotyping":[38],"Streptococcus":[40],"pneumoniae":[41,243],"was":[42],"used,":[43],"identifying":[44],"any":[48],"one":[49],"91":[51],"known":[52,65,230,239],"pneumococcal":[53],"serotypes":[54,114,151,222,228,240,267,282,311],"DNA":[56],"extracts.":[57],"This":[58],"incorporated":[60],"oligonucleotide":[61],"probes":[62,161],"all":[64],"capsular":[66,157],"polysaccharide":[67],"synthesis":[68],"genes":[69,98,130,138],"and":[70,135,223],"required":[71],"statistical":[73],"analysis":[74,210],"intensity":[78],"determine":[81,195],"which":[82,152,170],"serotype,":[83],"or":[84],"combination":[85,96,180,280,314],"serotypes,":[87,127],"were":[88,245],"present":[89],"within":[90,268,278,312],"sample":[92],"based":[93],"on":[94,164],"detected.":[99],"RESULTS:":[100],"We":[101],"propose":[102],"an":[103,302],"empirical":[104],"Bayesian":[105,175,188,256],"model":[106,120,191,259],"calculating":[108],"probabilities":[110],"combinations":[112,226,265],"data.":[118],"The":[119,258],"takes":[121],"into":[122,173],"consideration":[123],"dependencies":[125],"between":[126],"induced":[128],"by":[129,136,254],"they":[131],"have":[132],"common,":[134],"homologous":[137],"which,":[139],"although":[140],"not":[141],"identical,":[142],"are":[143,153,162],"similar":[144,155],"each":[146,178,200],"other":[147],"sequence.":[149],"For":[150,177],"very":[154,275],"gene":[158],"composition,":[159],"extra":[160],"included":[163],"microarray,":[166],"providing":[167],"additional":[168],"information":[169],"is":[171,192],"integrated":[172],"model.":[176,257],"serotype":[179,300],"with":[181,229,274],"high":[182],"probability,":[183],"second":[185],"model,":[186],"random":[189],"effects":[190],"relative":[197],"abundance":[198,277,289,308],"serotype.":[201],"CONCLUSIONS:":[202],"To":[203],"assess":[204],"accuracy":[206],"proposed":[209],"we":[211],"our":[213],"methods":[214],"experimental":[216],"containing":[220,225],"individual":[221,248],"levels":[231],"abundance.":[233],"All":[234],"but":[235],"two":[236],"S.":[242],"that":[244],"tested":[246],"could":[250],"be":[251,271,284,316],"uniquely":[252],"determined":[253],"also":[260],"enabled":[261],"determined.":[272],"Serotypes":[273],"low":[276],"can":[283,315],"detected":[285],"(down":[286],"2%":[288],"study).":[292],"As":[293],"well":[294],"detecting":[296],"combinations,":[301],"approximate":[303],"measure":[304],"percentage":[307],"obtained.":[317]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"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":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}
