{"id":"https://openalex.org/W3012105406","doi":"https://doi.org/10.1093/bioinformatics/btaa161","title":"Unified methods for feature selection in large-scale genomic studies with censored survival outcomes","display_name":"Unified methods for feature selection in large-scale genomic studies with censored survival outcomes","publication_year":2020,"publication_date":"2020-03-06","ids":{"openalex":"https://openalex.org/W3012105406","doi":"https://doi.org/10.1093/bioinformatics/btaa161","mag":"3012105406","pmid":"https://pubmed.ncbi.nlm.nih.gov/32154833"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btaa161","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btaa161","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/36/11/3409/33492145/btaa161.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":null,"license_id":null,"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":"bronze","oa_url":"https://academic.oup.com/bioinformatics/article-pdf/36/11/3409/33492145/btaa161.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002606236","display_name":"Lauren Spirko\u2010Burns","orcid":"https://orcid.org/0000-0002-1355-1173"},"institutions":[{"id":"https://openalex.org/I84392919","display_name":"Temple University","ror":"https://ror.org/00kx1jb78","country_code":"US","type":"education","lineage":["https://openalex.org/I84392919"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lauren Spirko-Burns","raw_affiliation_strings":["Department of Statistical Science , Temple University"],"affiliations":[{"raw_affiliation_string":"Department of Statistical Science , Temple University","institution_ids":["https://openalex.org/I84392919"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031081545","display_name":"Karthik Devarajan","orcid":"https://orcid.org/0000-0002-8475-383X"},"institutions":[{"id":"https://openalex.org/I1289437631","display_name":"Fox Chase Cancer Center","ror":"https://ror.org/0567t7073","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1289437631","https://openalex.org/I4210122924"]},{"id":"https://openalex.org/I4210122924","display_name":"Temple University Health System","ror":"https://ror.org/02fhvxj45","country_code":"US","type":"education","lineage":["https://openalex.org/I4210122924"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Karthik Devarajan","raw_affiliation_strings":["Department of Biostatistics & Bioinformatics , Fox Chase Cancer Center, Temple University Health System, Philadelphia, PA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biostatistics & Bioinformatics , Fox Chase Cancer Center, Temple University Health System, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I4210122924","https://openalex.org/I1289437631"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5031081545"],"corresponding_institution_ids":["https://openalex.org/I1289437631","https://openalex.org/I4210122924"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":null,"fwci":0.3337,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.56223199,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"36","issue":"11","first_page":"3409","last_page":"3417"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9987999796867371,"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":0.9987999796867371,"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/T10261","display_name":"Genetic Associations and Epidemiology","score":0.9945999979972839,"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/T10594","display_name":"Genetic and phenotypic traits in livestock","score":0.993399977684021,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/univariate","display_name":"Univariate","score":0.6716247797012329},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6600805521011353},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5782235264778137},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5622459650039673},{"id":"https://openalex.org/keywords/proportional-hazards-model","display_name":"Proportional hazards model","score":0.5216784477233887},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5120618939399719},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5010786056518555},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4717615246772766},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4614516496658325},{"id":"https://openalex.org/keywords/odds","display_name":"Odds","score":0.41806986927986145},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4174674451351166},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3560110032558441},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3447232246398926},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3086172044277191},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23600032925605774},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.22777315974235535},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.19670170545578003},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.10107442736625671}],"concepts":[{"id":"https://openalex.org/C199163554","wikidata":"https://www.wikidata.org/wiki/Q1681619","display_name":"Univariate","level":3,"score":0.6716247797012329},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6600805521011353},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5782235264778137},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5622459650039673},{"id":"https://openalex.org/C50382708","wikidata":"https://www.wikidata.org/wiki/Q223218","display_name":"Proportional hazards model","level":2,"score":0.5216784477233887},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5120618939399719},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5010786056518555},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4717615246772766},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4614516496658325},{"id":"https://openalex.org/C143095724","wikidata":"https://www.wikidata.org/wiki/Q515895","display_name":"Odds","level":3,"score":0.41806986927986145},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4174674451351166},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3560110032558441},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3447232246398926},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3086172044277191},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23600032925605774},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.22777315974235535},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.19670170545578003},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.10107442736625671},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[{"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":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D016678","descriptor_name":"Genome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016678","descriptor_name":"Genome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016678","descriptor_name":"Genome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/bioinformatics/btaa161","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btaa161","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/36/11/3409/33492145/btaa161.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:32154833","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32154833","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:7267818","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7267818","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btaa161","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btaa161","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/36/11/3409/33492145/btaa161.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1930840996","display_name":null,"funder_award_id":"625061","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7031966244","display_name":null,"funder_award_id":"P30 CA006927","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G8899848515","display_name":null,"funder_award_id":"W911NF-16-2-0189","funder_id":"https://openalex.org/F4320332447","funder_display_name":"U.S. Army"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320332447","display_name":"U.S. Army","ror":"https://ror.org/00afsp483"},{"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/W3012105406.pdf","grobid_xml":"https://content.openalex.org/works/W3012105406.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W657701531","https://openalex.org/W1530611131","https://openalex.org/W1571132164","https://openalex.org/W1580788756","https://openalex.org/W1907214703","https://openalex.org/W1964648989","https://openalex.org/W1964895626","https://openalex.org/W1966714873","https://openalex.org/W1972934897","https://openalex.org/W1980302791","https://openalex.org/W1986546598","https://openalex.org/W1992837192","https://openalex.org/W2004655916","https://openalex.org/W2007293574","https://openalex.org/W2023996790","https://openalex.org/W2025525742","https://openalex.org/W2025977463","https://openalex.org/W2039217762","https://openalex.org/W2046119556","https://openalex.org/W2050722874","https://openalex.org/W2056040742","https://openalex.org/W2065787672","https://openalex.org/W2078686598","https://openalex.org/W2081098333","https://openalex.org/W2087697546","https://openalex.org/W2097413644","https://openalex.org/W2102845509","https://openalex.org/W2106468247","https://openalex.org/W2110065044","https://openalex.org/W2116605087","https://openalex.org/W2118421468","https://openalex.org/W2123162799","https://openalex.org/W2131593373","https://openalex.org/W2132392106","https://openalex.org/W2144484686","https://openalex.org/W2146512944","https://openalex.org/W2152575748","https://openalex.org/W2155542219","https://openalex.org/W2159966843","https://openalex.org/W2160842550","https://openalex.org/W2168494806","https://openalex.org/W2170989872","https://openalex.org/W2171430464","https://openalex.org/W3147894994","https://openalex.org/W4214512856"],"related_works":["https://openalex.org/W1828158523","https://openalex.org/W2047547195","https://openalex.org/W1604849300","https://openalex.org/W204175656","https://openalex.org/W4231328776","https://openalex.org/W2766061861","https://openalex.org/W2803255289","https://openalex.org/W1512294453","https://openalex.org/W2799747663","https://openalex.org/W3149885173"],"abstract_inverted_index":{"Supplementary":[0],"data":[1],"are":[2],"available":[3],"at":[4],"Bioinformatics":[5],"online.":[6]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}