{"id":"https://openalex.org/W4319454349","doi":"https://doi.org/10.1093/bib/bbad042","title":"A cofunctional grouping-based approach for non-redundant feature gene selection in unannotated single-cell RNA-seq analysis","display_name":"A cofunctional grouping-based approach for non-redundant feature gene selection in unannotated single-cell RNA-seq analysis","publication_year":2023,"publication_date":"2023-02-08","ids":{"openalex":"https://openalex.org/W4319454349","doi":"https://doi.org/10.1093/bib/bbad042","pmid":"https://pubmed.ncbi.nlm.nih.gov/36754847"},"language":"en","primary_location":{"id":"doi:10.1093/bib/bbad042","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbad042","pdf_url":"https://academic.oup.com/bib/article-pdf/24/2/bbad042/49560009/bbad042.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"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":"Briefings in 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/bib/article-pdf/24/2/bbad042/49560009/bbad042.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059523099","display_name":"Tao Deng","orcid":"https://orcid.org/0000-0001-7401-311X"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Deng","raw_affiliation_strings":["The Chinese University of Hong Kong\u2014Shenzhen School of Data Science, , Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0001-7401-311X","affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong\u2014Shenzhen School of Data Science, , Guangdong, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042336372","display_name":"Siyu Chen","orcid":"https://orcid.org/0000-0002-2662-2858"},"institutions":[{"id":"https://openalex.org/I158934434","display_name":"Zhongnan University of Economics and Law","ror":"https://ror.org/04yqxxq63","country_code":"CN","type":"education","lineage":["https://openalex.org/I158934434"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyu Chen","raw_affiliation_strings":["Zhongnan University of Economics and Law School of Statistics and Mathematics, , Hubei, China"],"raw_orcid":"https://orcid.org/0000-0002-2662-2858","affiliations":[{"raw_affiliation_string":"Zhongnan University of Economics and Law School of Statistics and Mathematics, , Hubei, China","institution_ids":["https://openalex.org/I158934434"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100386183","display_name":"Ying Zhang","orcid":"https://orcid.org/0000-0002-8825-2573"},"institutions":[{"id":"https://openalex.org/I158934434","display_name":"Zhongnan University of Economics and Law","ror":"https://ror.org/04yqxxq63","country_code":"CN","type":"education","lineage":["https://openalex.org/I158934434"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Zhang","raw_affiliation_strings":["Zhongnan University of Economics and Law School of Statistics and Mathematics, , Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhongnan University of Economics and Law School of Statistics and Mathematics, , Hubei, China","institution_ids":["https://openalex.org/I158934434"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010412610","display_name":"Yuanbin Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I158934434","display_name":"Zhongnan University of Economics and Law","ror":"https://ror.org/04yqxxq63","country_code":"CN","type":"education","lineage":["https://openalex.org/I158934434"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanbin Xu","raw_affiliation_strings":["Zhongnan University of Economics and Law School of Statistics and Mathematics, , Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhongnan University of Economics and Law School of Statistics and Mathematics, , Hubei, China","institution_ids":["https://openalex.org/I158934434"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008469101","display_name":"Da Feng","orcid":"https://orcid.org/0000-0002-1212-150X"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Da Feng","raw_affiliation_strings":["Huazhong University of Sciences and Technology School of Pharmacy, Tongji Medical College, , Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Sciences and Technology School of Pharmacy, Tongji Medical College, , Hubei, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083170497","display_name":"Hao Wu","orcid":"https://orcid.org/0000-0003-1269-7354"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Hao Wu","raw_affiliation_strings":["Chinese Academy of Sciences Faculty of Computer Science and Control Engineering, Shenzhen Institute of Advanced Technology, , Shenzhen, Guangdong, China","Rollins School of Public Health, Emory University Department of Biostatistics and Bioinformatics, , GA, USA"],"raw_orcid":"https://orcid.org/0000-0003-1269-7354","affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences Faculty of Computer Science and Control Engineering, Shenzhen Institute of Advanced Technology, , Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]},{"raw_affiliation_string":"Rollins School of Public Health, Emory University Department of Biostatistics and Bioinformatics, , GA, USA","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065527238","display_name":"Xiaobo Sun","orcid":"https://orcid.org/0000-0001-9876-5666"},"institutions":[{"id":"https://openalex.org/I158934434","display_name":"Zhongnan University of Economics and Law","ror":"https://ror.org/04yqxxq63","country_code":"CN","type":"education","lineage":["https://openalex.org/I158934434"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaobo Sun","raw_affiliation_strings":["Zhongnan University of Economics and Law School of Statistics and Mathematics, , Hubei, China"],"raw_orcid":"https://orcid.org/0000-0001-9876-5666","affiliations":[{"raw_affiliation_string":"Zhongnan University of Economics and Law School of Statistics and Mathematics, , Hubei, China","institution_ids":["https://openalex.org/I158934434"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5065527238"],"corresponding_institution_ids":["https://openalex.org/I158934434"],"apc_list":{"value":4011,"currency":"USD","value_usd":4011},"apc_paid":null,"fwci":2.0624,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.87291401,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"24","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11289","display_name":"Single-cell and spatial transcriptomics","score":1.0,"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/T11289","display_name":"Single-cell and spatial transcriptomics","score":1.0,"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/T10773","display_name":"Extracellular vesicles in disease","score":0.991599977016449,"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/T10062","display_name":"MicroRNA in disease regulation","score":0.9293000102043152,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/cluster-analysis","display_name":"Cluster analysis","score":0.7546546459197998},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.5975893139839172},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5878536701202393},{"id":"https://openalex.org/keywords/minimum-redundancy-feature-selection","display_name":"Minimum redundancy feature selection","score":0.5694397687911987},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5460001826286316},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.46021875739097595},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.45691049098968506},{"id":"https://openalex.org/keywords/complementarity","display_name":"Complementarity (molecular biology)","score":0.4377537965774536},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.435814768075943},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40369266271591187},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.30078572034835815},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2949097752571106},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.20278462767601013}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7546546459197998},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.5975893139839172},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5878536701202393},{"id":"https://openalex.org/C16811321","wikidata":"https://www.wikidata.org/wiki/Q17138905","display_name":"Minimum redundancy feature selection","level":3,"score":0.5694397687911987},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5460001826286316},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.46021875739097595},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.45691049098968506},{"id":"https://openalex.org/C202269582","wikidata":"https://www.wikidata.org/wiki/Q2644277","display_name":"Complementarity (molecular biology)","level":2,"score":0.4377537965774536},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.435814768075943},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40369266271591187},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.30078572034835815},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2949097752571106},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.20278462767601013},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000092386","descriptor_name":"Single-Cell Gene Expression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000092386","descriptor_name":"Single-Cell Gene Expression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000092386","descriptor_name":"Single-Cell Gene Expression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000092386","descriptor_name":"Single-Cell Gene Expression Analysis","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":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","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":true},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D059010","descriptor_name":"Single-Cell Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D059010","descriptor_name":"Single-Cell Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D059010","descriptor_name":"Single-Cell Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D059010","descriptor_name":"Single-Cell Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/bib/bbad042","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbad042","pdf_url":"https://academic.oup.com/bib/article-pdf/24/2/bbad042/49560009/bbad042.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"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":"Briefings in Bioinformatics","raw_type":"journal-article"},{"id":"pmid:36754847","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36754847","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":"Briefings in bioinformatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10025445","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10025445","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10025445/pdf/bbad042.pdf","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":"Brief Bioinform","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bib/bbad042","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbad042","pdf_url":"https://academic.oup.com/bib/article-pdf/24/2/bbad042/49560009/bbad042.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"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":"Briefings in Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2748096557","display_name":null,"funder_award_id":"R01GM122083","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3964006637","display_name":null,"funder_award_id":"R01GM124061","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4978443175","display_name":null,"funder_award_id":"R01 GM122083","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"}],"funders":[{"id":"https://openalex.org/F4320310114","display_name":"Zhongnan University of Economics and Law","ror":"https://ror.org/04yqxxq63"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337238","display_name":"Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc Kinh t\u1ebf - Lu\u1eadt, \u0110\u1ea1i h\u1ecdc Qu\u1ed1c gia Th\u00e0nh ph\u1ed1 H\u1ed3 Ch\u00ed Minh","ror":null},{"id":"https://openalex.org/F4320337354","display_name":"National Institute of General Medical Sciences","ror":"https://ror.org/04q48ey07"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4319454349.pdf"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W1604191858","https://openalex.org/W1619226191","https://openalex.org/W1979283544","https://openalex.org/W1993116843","https://openalex.org/W2018043519","https://openalex.org/W2027902860","https://openalex.org/W2039817295","https://openalex.org/W2049388150","https://openalex.org/W2064901349","https://openalex.org/W2071949631","https://openalex.org/W2079709766","https://openalex.org/W2082290707","https://openalex.org/W2092939357","https://openalex.org/W2131987814","https://openalex.org/W2137038104","https://openalex.org/W2154053567","https://openalex.org/W2259139274","https://openalex.org/W2334326001","https://openalex.org/W2343956310","https://openalex.org/W2373831850","https://openalex.org/W2401311905","https://openalex.org/W2516455020","https://openalex.org/W2540833380","https://openalex.org/W2598326928","https://openalex.org/W2601723752","https://openalex.org/W2620656282","https://openalex.org/W2752378502","https://openalex.org/W2774307122","https://openalex.org/W2791285756","https://openalex.org/W2801175520","https://openalex.org/W2884197618","https://openalex.org/W2885499809","https://openalex.org/W2894687190","https://openalex.org/W2896156331","https://openalex.org/W2906625258","https://openalex.org/W2916458303","https://openalex.org/W2929810236","https://openalex.org/W2936414047","https://openalex.org/W2949177718","https://openalex.org/W2949237386","https://openalex.org/W2952588534","https://openalex.org/W2968919017","https://openalex.org/W2971653850","https://openalex.org/W2972445800","https://openalex.org/W2998065416","https://openalex.org/W3006474680","https://openalex.org/W3017924613","https://openalex.org/W3019068524","https://openalex.org/W3092075871","https://openalex.org/W3097029961","https://openalex.org/W3123418868","https://openalex.org/W3124447356","https://openalex.org/W3140379373","https://openalex.org/W3149970101","https://openalex.org/W3164692211","https://openalex.org/W3189065844","https://openalex.org/W3198123874","https://openalex.org/W3215916291","https://openalex.org/W4205428105","https://openalex.org/W4206957774","https://openalex.org/W4220833815","https://openalex.org/W4233637541","https://openalex.org/W4311125341","https://openalex.org/W6636628491","https://openalex.org/W6712923507","https://openalex.org/W6728888212","https://openalex.org/W6743835438"],"related_works":["https://openalex.org/W3120617324","https://openalex.org/W2156571267","https://openalex.org/W2998727463","https://openalex.org/W2350815964","https://openalex.org/W1838735596","https://openalex.org/W2805829984","https://openalex.org/W4388573469","https://openalex.org/W3036204000","https://openalex.org/W3135058836","https://openalex.org/W3007979943"],"abstract_inverted_index":{"Feature":[0],"gene":[1,40,139],"selection":[2,21],"has":[3],"significant":[4],"impact":[5],"on":[6,39,76],"the":[7,31,43,53,84,117,150],"performance":[8],"of":[9,30,86,137,149],"cell":[10,44,54,70,106],"clustering":[11,55,107,118],"in":[12,126],"single-cell":[13],"RNA":[14],"sequencing":[15],"(scRNA-seq)":[16],"analysis.":[17],"A":[18],"well-rounded":[19],"feature":[20,66],"(FS)":[22],"method":[23,62],"should":[24],"consider":[25],"relevance,":[26,88],"redundancy":[27,48,90],"and":[28,49,91,129,141],"complementarity":[29],"features.":[32],"Yet":[33],"most":[34],"existing":[35,105],"FS":[36,102],"methods":[37],"focus":[38],"relevance":[41],"to":[42,64,146],"types":[45],"but":[46],"neglect":[47],"complementarity,":[50],"which":[51],"undermines":[52],"performance.":[56,119],"We":[57],"develop":[58],"a":[59,98,135],"novel":[60],"computational":[61],"GeneClust":[63,72,114,121,152],"select":[65],"genes":[67,74,82,125,144],"for":[68,101],"scRNA-seq":[69],"clustering.":[71],"groups":[73],"based":[75],"their":[77],"expression":[78],"profiles,":[79],"then":[80],"selects":[81],"with":[83,103],"aim":[85],"maximizing":[87],"minimizing":[89],"preserving":[92],"complementarity.":[93],"It":[94],"can":[95,122],"work":[96],"as":[97],"plug-in":[99],"tool":[100],"any":[104],"method.":[108],"Extensive":[109],"benchmark":[110],"results":[111],"demonstrate":[112],"that":[113],"significantly":[115],"improve":[116],"Moreover,":[120],"group":[123],"cofunctional":[124],"biological":[127,147],"process":[128],"pathway":[130],"into":[131],"clusters,":[132],"thus":[133],"providing":[134],"means":[136],"investigating":[138],"interactions":[140],"identifying":[142],"potential":[143],"relevant":[145],"characteristics":[148],"dataset.":[151],"is":[153],"freely":[154],"available":[155],"at":[156],"https://github.com/ToryDeng/scGeneClust.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":5}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
