{"id":"https://openalex.org/W2115462905","doi":"https://doi.org/10.1093/bioinformatics/btq170","title":"ConsensusClusterPlus: a class discovery tool with confidence assessments and item tracking","display_name":"ConsensusClusterPlus: a class discovery tool with confidence assessments and item tracking","publication_year":2010,"publication_date":"2010-04-28","ids":{"openalex":"https://openalex.org/W2115462905","doi":"https://doi.org/10.1093/bioinformatics/btq170","mag":"2115462905","pmid":"https://pubmed.ncbi.nlm.nih.gov/20427518"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btq170","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btq170","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/26/12/1572/48856872/bioinformatics_26_12_1572.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://academic.oup.com/bioinformatics/article-pdf/26/12/1572/48856872/bioinformatics_26_12_1572.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047751537","display_name":"Matthew D. Wilkerson","orcid":"https://orcid.org/0000-0003-2727-0230"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Matthew D. Wilkerson","raw_affiliation_strings":["1 Lineberger Comprehensive Cancer Center and 2 Department of Internal Medicine, Division of Medical Oncology, Multidisciplinary Thoracic Oncology Program, 450 West Drive, Campus Box 7295, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1 Lineberger Comprehensive Cancer Center and 2 Department of Internal Medicine, Division of Medical Oncology, Multidisciplinary Thoracic Oncology Program, 450 West Drive, Campus Box 7295, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068906036","display_name":"D. Neil Hayes","orcid":"https://orcid.org/0000-0001-6203-7771"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D. Neil Hayes","raw_affiliation_strings":["1 Lineberger Comprehensive Cancer Center and 2 Department of Internal Medicine, Division of Medical Oncology, Multidisciplinary Thoracic Oncology Program, 450 West Drive, Campus Box 7295, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1 Lineberger Comprehensive Cancer Center and 2 Department of Internal Medicine, Division of Medical Oncology, Multidisciplinary Thoracic Oncology Program, 450 West Drive, Campus Box 7295, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA","institution_ids":["https://openalex.org/I114027177"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5047751537"],"corresponding_institution_ids":["https://openalex.org/I114027177"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":{"value":3618,"currency":"USD","value_usd":3618},"fwci":3.9307,"has_fulltext":true,"cited_by_count":6185,"citation_normalized_percentile":{"value":0.94347584,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"26","issue":"12","first_page":"1572","last_page":"1573"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9998999834060669,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9998999834060669,"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":0.9997000098228455,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9944000244140625,"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":0.8114879131317139},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7639409899711609},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6700586080551147},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6357594728469849},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5474940538406372},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4878130257129669},{"id":"https://openalex.org/keywords/r-package","display_name":"R package","score":0.43786975741386414},{"id":"https://openalex.org/keywords/false-discovery-rate","display_name":"False discovery rate","score":0.4345981478691101},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35832107067108154},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3272721767425537},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08202686905860901},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.0762948989868164}],"concepts":[{"id":"https://openalex.org/C2779694297","wikidata":"https://www.wikidata.org/wiki/Q2888953","display_name":"Bioconductor","level":3,"score":0.8114879131317139},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7639409899711609},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6700586080551147},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6357594728469849},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5474940538406372},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4878130257129669},{"id":"https://openalex.org/C2984074130","wikidata":"https://www.wikidata.org/wiki/Q73539779","display_name":"R package","level":2,"score":0.43786975741386414},{"id":"https://openalex.org/C193244246","wikidata":"https://www.wikidata.org/wiki/Q5432696","display_name":"False discovery rate","level":3,"score":0.4345981478691101},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35832107067108154},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3272721767425537},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08202686905860901},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0762948989868164},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"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},{"descriptor_ui":"D025341","descriptor_name":"Principal Component Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D025341","descriptor_name":"Principal Component Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D025341","descriptor_name":"Principal Component Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/bioinformatics/btq170","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btq170","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/26/12/1572/48856872/bioinformatics_26_12_1572.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:20427518","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/20427518","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":"Bioinformatics (Oxford, England)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:2881355","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2881355","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btq170","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btq170","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/26/12/1572/48856872/bioinformatics_26_12_1572.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2115462905.pdf","grobid_xml":"https://content.openalex.org/works/W2115462905.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W1548779692","https://openalex.org/W1583713896","https://openalex.org/W1977859620","https://openalex.org/W1988078905","https://openalex.org/W2155379880","https://openalex.org/W2476642056"],"related_works":["https://openalex.org/W2790262641","https://openalex.org/W2921090651","https://openalex.org/W2124970707","https://openalex.org/W2112504441","https://openalex.org/W2131192238","https://openalex.org/W44492815","https://openalex.org/W2105642898","https://openalex.org/W2172215633","https://openalex.org/W2268267797","https://openalex.org/W2606743538"],"abstract_inverted_index":{"Supplementary":[0],"data":[1],"are":[2],"available":[3],"at":[4],"Bioinformatics":[5],"online.":[6]},"counts_by_year":[{"year":2026,"cited_by_count":192},{"year":2025,"cited_by_count":709},{"year":2024,"cited_by_count":1366},{"year":2023,"cited_by_count":1268},{"year":2022,"cited_by_count":1300},{"year":2021,"cited_by_count":628},{"year":2020,"cited_by_count":256},{"year":2019,"cited_by_count":144},{"year":2018,"cited_by_count":95},{"year":2017,"cited_by_count":78},{"year":2016,"cited_by_count":54},{"year":2015,"cited_by_count":44},{"year":2014,"cited_by_count":19},{"year":2013,"cited_by_count":17},{"year":2012,"cited_by_count":6}],"updated_date":"2026-04-27T08:22:11.395708","created_date":"2025-10-10T00:00:00"}