{"id":"https://openalex.org/W4318189471","doi":"https://doi.org/10.1093/bib/bbad025","title":"Subtype-DCC: decoupled contrastive clustering method for cancer subtype identification based on multi-omics data","display_name":"Subtype-DCC: decoupled contrastive clustering method for cancer subtype identification based on multi-omics data","publication_year":2023,"publication_date":"2023-01-25","ids":{"openalex":"https://openalex.org/W4318189471","doi":"https://doi.org/10.1093/bib/bbad025","pmid":"https://pubmed.ncbi.nlm.nih.gov/36702755"},"language":"en","primary_location":{"id":"doi:10.1093/bib/bbad025","is_oa":false,"landing_page_url":"https://doi.org/10.1093/bib/bbad025","pdf_url":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068701024","display_name":"Jing Zhao","orcid":"https://orcid.org/0000-0002-9944-3244"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210118628","display_name":"Joint Research Center","ror":"https://ror.org/02ef88m96","country_code":"BE","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210118628","https://openalex.org/I4210161702"]}],"countries":["BE","CN"],"is_corresponding":false,"raw_author_name":"Jing Zhao","raw_affiliation_strings":["Shanghai Jiao Tong University , Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, , Shanghai, 200240 , China","State Key Laboratory of Microbial Metabolism , Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, , Shanghai, 200240 , China","State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China"],"raw_orcid":"https://orcid.org/0000-0002-9944-3244","affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University , Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, , Shanghai, 200240 , China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"State Key Laboratory of Microbial Metabolism , Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, , Shanghai, 200240 , China","institution_ids":["https://openalex.org/I4210118628"]},{"raw_affiliation_string":"State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013911017","display_name":"Bowen Zhao","orcid":"https://orcid.org/0000-0001-7421-0869"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210118628","display_name":"Joint Research Center","ror":"https://ror.org/02ef88m96","country_code":"BE","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210118628","https://openalex.org/I4210161702"]}],"countries":["BE","CN"],"is_corresponding":false,"raw_author_name":"Bowen Zhao","raw_affiliation_strings":["Shanghai Jiao Tong University , Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, , Shanghai, 200240 , China","State Key Laboratory of Microbial Metabolism , Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, , Shanghai, 200240 , China","State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China"],"raw_orcid":"https://orcid.org/0000-0001-7421-0869","affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University , Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, , Shanghai, 200240 , China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"State Key Laboratory of Microbial Metabolism , Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, , Shanghai, 200240 , China","institution_ids":["https://openalex.org/I4210118628"]},{"raw_affiliation_string":"State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101405959","display_name":"Xiaotong Song","orcid":"https://orcid.org/0009-0001-3561-5852"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaotong Song","raw_affiliation_strings":["School of Mathematical Sciences, Shanghai Jiao Tong University , Shanghai, 200240 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Shanghai Jiao Tong University , Shanghai, 200240 , China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064689883","display_name":"Chujun Lyu","orcid":"https://orcid.org/0000-0003-2725-6092"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210118628","display_name":"Joint Research Center","ror":"https://ror.org/02ef88m96","country_code":"BE","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210118628","https://openalex.org/I4210161702"]}],"countries":["BE","CN"],"is_corresponding":false,"raw_author_name":"Chujun Lyu","raw_affiliation_strings":["Shanghai Jiao Tong University , Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, , Shanghai, 200240 , China","State Key Laboratory of Microbial Metabolism , Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, , Shanghai, 200240 , China","State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China"],"raw_orcid":"https://orcid.org/0000-0003-2725-6092","affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University , Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, , Shanghai, 200240 , China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"State Key Laboratory of Microbial Metabolism , Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, , Shanghai, 200240 , China","institution_ids":["https://openalex.org/I4210118628"]},{"raw_affiliation_string":"State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029629357","display_name":"Weizhi Chen","orcid":"https://orcid.org/0000-0002-5099-2680"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210118628","display_name":"Joint Research Center","ror":"https://ror.org/02ef88m96","country_code":"BE","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210118628","https://openalex.org/I4210161702"]}],"countries":["BE","CN"],"is_corresponding":false,"raw_author_name":"Weizhi Chen","raw_affiliation_strings":["Shanghai Jiao Tong University , Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, , Shanghai, 200240 , China","State Key Laboratory of Microbial Metabolism , Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, , Shanghai, 200240 , China","State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University , Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, , Shanghai, 200240 , China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"State Key Laboratory of Microbial Metabolism , Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, , Shanghai, 200240 , China","institution_ids":["https://openalex.org/I4210118628"]},{"raw_affiliation_string":"State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014672057","display_name":"Yi Xiong","orcid":"https://orcid.org/0000-0003-2910-6725"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]},{"id":"https://openalex.org/I4210118628","display_name":"Joint Research Center","ror":"https://ror.org/02ef88m96","country_code":"BE","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210118628","https://openalex.org/I4210161702"]},{"id":"https://openalex.org/I4391012619","display_name":"Shanghai Artificial Intelligence Laboratory","ror":"https://ror.org/03wkvpx79","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391012619"]}],"countries":["BE","CN"],"is_corresponding":true,"raw_author_name":"Yi Xiong","raw_affiliation_strings":["Shanghai Artificial Intelligence Laboratory , Shanghai, 200232 , China","Shanghai Jiao Tong University , Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, , Shanghai, 200240 , China","State Key Laboratory of Microbial Metabolism , Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, , Shanghai, 200240 , China","State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China"],"raw_orcid":"https://orcid.org/0000-0003-2910-6725","affiliations":[{"raw_affiliation_string":"Shanghai Artificial Intelligence Laboratory , Shanghai, 200232 , China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4391012619"]},{"raw_affiliation_string":"Shanghai Jiao Tong University , Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, , Shanghai, 200240 , China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"State Key Laboratory of Microbial Metabolism , Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, , Shanghai, 200240 , China","institution_ids":["https://openalex.org/I4210118628"]},{"raw_affiliation_string":"State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041491902","display_name":"Dong\u2010Qing Wei","orcid":"https://orcid.org/0000-0003-4200-7502"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210118628","display_name":"Joint Research Center","ror":"https://ror.org/02ef88m96","country_code":"BE","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210118628","https://openalex.org/I4210161702"]},{"id":"https://openalex.org/I4210126646","display_name":"Vanke (China)","ror":"https://ror.org/0329dzd04","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210126646"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["BE","CN"],"is_corresponding":true,"raw_author_name":"Dong-Qing Wei","raw_affiliation_strings":["Peng Cheng Laboratory , Vanke Cloud City Phase I Building 8, Xili Street, Nanshan District, Shenzhen, Guangdong, 518055 , China","Shanghai Jiao Tong University , Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, , Shanghai, 200240 , China","State Key Laboratory of Microbial Metabolism , Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, , Shanghai, 200240 , China","Zhongjing Research and Industrialization Institute of Chinese Medicine , Zhongguancun Scientific Park, Meixi, Nayang, Henan, 473006 , China","State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China"],"raw_orcid":"https://orcid.org/0000-0003-4200-7502","affiliations":[{"raw_affiliation_string":"Peng Cheng Laboratory , Vanke Cloud City Phase I Building 8, Xili Street, Nanshan District, Shenzhen, Guangdong, 518055 , China","institution_ids":["https://openalex.org/I4210136793","https://openalex.org/I4210126646"]},{"raw_affiliation_string":"Shanghai Jiao Tong University , Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, , Shanghai, 200240 , China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"State Key Laboratory of Microbial Metabolism , Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, , Shanghai, 200240 , China","institution_ids":["https://openalex.org/I4210118628"]},{"raw_affiliation_string":"Zhongjing Research and Industrialization Institute of Chinese Medicine , Zhongguancun Scientific Park, Meixi, Nayang, Henan, 473006 , China","institution_ids":[]},{"raw_affiliation_string":"State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5014672057","https://openalex.org/A5041491902"],"corresponding_institution_ids":["https://openalex.org/I183067930","https://openalex.org/I4210100255","https://openalex.org/I4210118628","https://openalex.org/I4210126646","https://openalex.org/I4210136793","https://openalex.org/I4391012619"],"apc_list":{"value":4011,"currency":"USD","value_usd":4011},"apc_paid":null,"fwci":7.2684,"has_fulltext":false,"cited_by_count":50,"citation_normalized_percentile":{"value":0.97713797,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"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/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":0.9995999932289124,"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/T11297","display_name":"Ferroptosis and cancer prognosis","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/subtyping","display_name":"Subtyping","score":0.8462938070297241},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7954597473144531},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7236185669898987},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6371121406555176},{"id":"https://openalex.org/keywords/omics","display_name":"Omics","score":0.5784228444099426},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.511749267578125},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4631343185901642},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43777912855148315},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4081956744194031},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3685248792171478},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.34077972173690796},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.193524569272995}],"concepts":[{"id":"https://openalex.org/C83852419","wikidata":"https://www.wikidata.org/wiki/Q2713292","display_name":"Subtyping","level":2,"score":0.8462938070297241},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7954597473144531},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7236185669898987},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6371121406555176},{"id":"https://openalex.org/C157585117","wikidata":"https://www.wikidata.org/wiki/Q158666","display_name":"Omics","level":2,"score":0.5784228444099426},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.511749267578125},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4631343185901642},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43777912855148315},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4081956744194031},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3685248792171478},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.34077972173690796},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.193524569272995},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000075389","descriptor_name":"DCC Receptor","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000075389","descriptor_name":"DCC Receptor","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000075389","descriptor_name":"DCC Receptor","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000095028","descriptor_name":"Multiomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000095028","descriptor_name":"Multiomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000095028","descriptor_name":"Multiomics","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":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":"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":"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":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1093/bib/bbad025","is_oa":false,"landing_page_url":"https://doi.org/10.1093/bib/bbad025","pdf_url":null,"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:36702755","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36702755","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}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2191216477","display_name":null,"funder_award_id":"32030063","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3487798717","display_name":null,"funder_award_id":"YG2021ZD02","funder_id":"https://openalex.org/F4320322999","funder_display_name":"Shanghai Jiao Tong University"},{"id":"https://openalex.org/G4016822921","display_name":null,"funder_award_id":"YG2019GD01","funder_id":"https://openalex.org/F4320322999","funder_display_name":"Shanghai Jiao Tong University"},{"id":"https://openalex.org/G4043378463","display_name":null,"funder_award_id":"61832019","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5069956715","display_name":null,"funder_award_id":"YG2019ZDA12","funder_id":"https://openalex.org/F4320322999","funder_display_name":"Shanghai Jiao Tong University"},{"id":"https://openalex.org/G5473558399","display_name":null,"funder_award_id":"19430750600","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G6132224603","display_name":null,"funder_award_id":"62172274","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7473972287","display_name":null,"funder_award_id":"32070662","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"},{"id":"https://openalex.org/F4320322999","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1236321187","https://openalex.org/W1548779692","https://openalex.org/W1609044025","https://openalex.org/W1665664644","https://openalex.org/W1967220865","https://openalex.org/W1987219048","https://openalex.org/W2008929650","https://openalex.org/W2023461603","https://openalex.org/W2035618305","https://openalex.org/W2075103447","https://openalex.org/W2130854041","https://openalex.org/W2136787567","https://openalex.org/W2138621090","https://openalex.org/W2158485828","https://openalex.org/W2159482845","https://openalex.org/W2185729964","https://openalex.org/W2546808789","https://openalex.org/W2765654979","https://openalex.org/W2783685429","https://openalex.org/W2884724578","https://openalex.org/W2884851420","https://openalex.org/W2892587974","https://openalex.org/W2897910616","https://openalex.org/W2917369514","https://openalex.org/W2950365520","https://openalex.org/W2950878899","https://openalex.org/W2951209146","https://openalex.org/W2980183989","https://openalex.org/W2981690252","https://openalex.org/W2982219485","https://openalex.org/W2993280565","https://openalex.org/W3002244716","https://openalex.org/W3022061250","https://openalex.org/W3035060554","https://openalex.org/W3049189585","https://openalex.org/W3080469858","https://openalex.org/W3109243122","https://openalex.org/W3130672622","https://openalex.org/W3181637650","https://openalex.org/W3186475033","https://openalex.org/W3196589301","https://openalex.org/W3202182910","https://openalex.org/W3205809313","https://openalex.org/W4200578065","https://openalex.org/W4206956476","https://openalex.org/W4207063191","https://openalex.org/W4210912154","https://openalex.org/W4224291115","https://openalex.org/W4252676770","https://openalex.org/W4281636170","https://openalex.org/W4286499310","https://openalex.org/W4291286390","https://openalex.org/W4294012223","https://openalex.org/W4294708713","https://openalex.org/W4295242275","https://openalex.org/W4304014045","https://openalex.org/W6734376636","https://openalex.org/W6777265123","https://openalex.org/W6779326418","https://openalex.org/W6802197267","https://openalex.org/W6802900763"],"related_works":["https://openalex.org/W2396009657","https://openalex.org/W2799110842","https://openalex.org/W3032826521","https://openalex.org/W2391332606","https://openalex.org/W4229853287","https://openalex.org/W1462775415","https://openalex.org/W2008549446","https://openalex.org/W1535483699","https://openalex.org/W3195112886","https://openalex.org/W2590543013"],"abstract_inverted_index":{"Due":[0],"to":[1,33,66,99,118],"the":[2,24,44,57,125,129,138,152],"high":[3],"heterogeneity":[4],"and":[5,20,26,37,73,154],"complexity":[6],"of":[7,18,28,47,56,77,105,128,146],"cancers,":[8],"patients":[9],"with":[10],"different":[11,75],"cancer":[12,29,34,51,101,135],"subtypes":[13,30,136],"often":[14],"have":[15,42],"distinct":[16],"groups":[17],"genomic":[19],"clinical":[21,155],"characteristics.":[22],"Therefore,":[23],"discovery":[25],"identification":[27],"are":[31],"crucial":[32],"diagnosis,":[35],"prognosis":[36],"treatment.":[38],"Recent":[39],"technological":[40],"advances":[41],"accelerated":[43],"increasing":[45],"availability":[46],"multi-omics":[48,61,94],"data":[49,78,95],"for":[50,97],"subtyping.":[52],"To":[53],"take":[54],"advantage":[55],"complementary":[58],"information":[59],"from":[60],"data,":[62],"it":[63],"is":[64,108,148],"necessary":[65],"develop":[67],"computational":[68],"models":[69],"that":[70],"can":[71],"represent":[72],"integrate":[74],"layers":[76],"into":[79,110],"a":[80,86],"single":[81],"framework.":[82],"Here,":[83],"we":[84],"propose":[85],"decoupled":[87],"contrastive":[88,106],"clustering":[89,98,112,142],"method":[90],"(Subtype-DCC)":[91],"based":[92,113],"on":[93,114],"integration":[96],"identify":[100],"subtypes.":[102],"The":[103,144],"idea":[104],"learning":[107],"introduced":[109],"deep":[111,115],"neural":[116],"networks":[117],"learn":[119],"clustering-friendly":[120],"representations.":[121],"Experimental":[122],"results":[123],"demonstrate":[124],"superior":[126],"performance":[127],"proposed":[130],"Subtype-DCC":[131,147],"model":[132],"in":[133],"identifying":[134],"over":[137],"currently":[139],"available":[140],"state-of-the-art":[141],"methods.":[143],"strength":[145],"also":[149],"supported":[150],"by":[151],"survival":[153],"analysis.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":6}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
