{"id":"https://openalex.org/W4413105418","doi":"https://doi.org/10.1093/bioinformatics/btaf443","title":"Multi-omics single-cell data alignment and integration with enhanced contrastive learning and differential attention mechanism","display_name":"Multi-omics single-cell data alignment and integration with enhanced contrastive learning and differential attention mechanism","publication_year":2025,"publication_date":"2025-08-01","ids":{"openalex":"https://openalex.org/W4413105418","doi":"https://doi.org/10.1093/bioinformatics/btaf443","pmid":"https://pubmed.ncbi.nlm.nih.gov/40795161"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btaf443","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btaf443","pdf_url":"https://academic.oup.com/bioinformatics/advance-article-pdf/doi/10.1093/bioinformatics/btaf443/63974931/btaf443.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"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","license_id":"https://openalex.org/licenses/cc-by","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":"gold","oa_url":"https://academic.oup.com/bioinformatics/advance-article-pdf/doi/10.1093/bioinformatics/btaf443/63974931/btaf443.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100671125","display_name":"Tianjiao Zhang","orcid":"https://orcid.org/0000-0001-9807-8620"},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tianjiao Zhang","raw_affiliation_strings":["College of Computer and Control Engineering, Northeast Forestry University , Harbin, 150040,","Northeast Forestry University College of Computer and Control Engineering, , Harbin, 150040,","College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University , Harbin, 150040,","institution_ids":["https://openalex.org/I47689461"]},{"raw_affiliation_string":"Northeast Forestry University College of Computer and Control Engineering, , Harbin, 150040,","institution_ids":["https://openalex.org/I47689461"]},{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036430802","display_name":"Zhongqian Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongqian Zhao","raw_affiliation_strings":["College of Computer and Control Engineering, Northeast Forestry University , Harbin, 150040,","Northeast Forestry University College of Computer and Control Engineering, , Harbin, 150040,","College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University , Harbin, 150040,","institution_ids":["https://openalex.org/I47689461"]},{"raw_affiliation_string":"Northeast Forestry University College of Computer and Control Engineering, , Harbin, 150040,","institution_ids":["https://openalex.org/I47689461"]},{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100730592","display_name":"Hongfei Zhang","orcid":"https://orcid.org/0000-0002-4659-4241"},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongfei Zhang","raw_affiliation_strings":["College of Computer and Control Engineering, Northeast Forestry University , Harbin, 150040,","College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China","Northeast Forestry University College of Computer and Control Engineering, , Harbin, 150040,"],"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University , Harbin, 150040,","institution_ids":["https://openalex.org/I47689461"]},{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China","institution_ids":["https://openalex.org/I47689461"]},{"raw_affiliation_string":"Northeast Forestry University College of Computer and Control Engineering, , Harbin, 150040,","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052409861","display_name":"Zhenao Wu","orcid":"https://orcid.org/0009-0007-3774-8660"},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenao Wu","raw_affiliation_strings":["College of Computer and Control Engineering, Northeast Forestry University , Harbin, 150040,","Northeast Forestry University College of Computer and Control Engineering, , Harbin, 150040,","College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University , Harbin, 150040,","institution_ids":["https://openalex.org/I47689461"]},{"raw_affiliation_string":"Northeast Forestry University College of Computer and Control Engineering, , Harbin, 150040,","institution_ids":["https://openalex.org/I47689461"]},{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100321391","display_name":"Fang Wang","orcid":"https://orcid.org/0000-0002-1491-5207"},"institutions":[{"id":"https://openalex.org/I27781120","display_name":"Wenzhou Medical University","ror":"https://ror.org/00rd5t069","country_code":"CN","type":"education","lineage":["https://openalex.org/I27781120"]},{"id":"https://openalex.org/I4210088331","display_name":"Quzhou City People's Hospital","ror":"https://ror.org/004qehs09","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210088331"]},{"id":"https://openalex.org/I4210123686","display_name":"Quzhou University","ror":"https://ror.org/024nfx323","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210123686"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Wang","raw_affiliation_strings":["The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital , Quzhou, 324000,","The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People\u2019s Hospital , Quzhou, 324000,","The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou, 324000, China"],"affiliations":[{"raw_affiliation_string":"The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital , Quzhou, 324000,","institution_ids":["https://openalex.org/I4210088331","https://openalex.org/I4210123686"]},{"raw_affiliation_string":"The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People\u2019s Hospital , Quzhou, 324000,","institution_ids":["https://openalex.org/I4210088331","https://openalex.org/I4210123686"]},{"raw_affiliation_string":"The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou, 324000, China","institution_ids":["https://openalex.org/I27781120"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100649978","display_name":"Guohua Wang","orcid":"https://orcid.org/0000-0001-7381-2374"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]},{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guohua Wang","raw_affiliation_strings":["College of Computer and Control Engineering, Northeast Forestry University , Harbin, 150040,","Faculty of Computing, Harbin Institute of Technology , Harbin, 150001,","College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China","Faculty of Computing, Harbin Institute of Technology, Harbin, 150001, China","Harbin Institute of Technology Faculty of Computing, , Harbin, 150001,","Northeast Forestry University College of Computer and Control Engineering, , Harbin, 150040,"],"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University , Harbin, 150040,","institution_ids":["https://openalex.org/I47689461"]},{"raw_affiliation_string":"Faculty of Computing, Harbin Institute of Technology , Harbin, 150001,","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China","institution_ids":["https://openalex.org/I47689461"]},{"raw_affiliation_string":"Faculty of Computing, Harbin Institute of Technology, Harbin, 150001, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Harbin Institute of Technology Faculty of Computing, , Harbin, 150001,","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Northeast Forestry University College of Computer and Control Engineering, , Harbin, 150040,","institution_ids":["https://openalex.org/I47689461"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100671125"],"corresponding_institution_ids":["https://openalex.org/I47689461"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":{"value":3618,"currency":"USD","value_usd":3618},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17420286,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"41","issue":"8","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":0.9973999857902527,"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":0.9973999857902527,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9746999740600586,"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/mechanism","display_name":"Mechanism (biology)","score":0.8016659021377563},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6839511394500732},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.5302863717079163},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.5245906710624695},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3983614146709442},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35454654693603516},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3191470801830292},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1810545027256012},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07112467288970947}],"concepts":[{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.8016659021377563},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6839511394500732},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.5302863717079163},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.5245906710624695},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3983614146709442},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35454654693603516},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3191470801830292},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1810545027256012},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07112467288970947},{"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","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":false},{"descriptor_ui":"D000095028","descriptor_name":"Multiomics","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":false},{"descriptor_ui":"D000095028","descriptor_name":"Multiomics","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":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":"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":"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":"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":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","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":true},{"descriptor_ui":"D059010","descriptor_name":"Single-Cell Analysis","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":true},{"descriptor_ui":"D059010","descriptor_name":"Single-Cell Analysis","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":true}],"locations_count":3,"locations":[{"id":"doi:10.1093/bioinformatics/btaf443","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btaf443","pdf_url":"https://academic.oup.com/bioinformatics/advance-article-pdf/doi/10.1093/bioinformatics/btaf443/63974931/btaf443.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:40795161","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40795161","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:europepmc.org:11350827","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12543095","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btaf443","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btaf443","pdf_url":"https://academic.oup.com/bioinformatics/advance-article-pdf/doi/10.1093/bioinformatics/btaf443/63974931/btaf443.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1939265999","display_name":null,"funder_award_id":"62473094","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2476221792","display_name":null,"funder_award_id":"Heilongjiang","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2802911279","display_name":null,"funder_award_id":"Young","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3176249059","display_name":null,"funder_award_id":"62225109","funder_id":"https://openalex.org/F4320336125","funder_display_name":"National Science Fund for Distinguished Young Scholars"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3391339377","display_name":null,"funder_award_id":"62225109","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4958413657","display_name":null,"funder_award_id":"LH2024F003","funder_id":"https://openalex.org/F4320323085","funder_display_name":"Natural Science Foundation of Heilongjiang Province"},{"id":"https://openalex.org/G5050611387","display_name":null,"funder_award_id":"32400546","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G615567536","display_name":"Transdisciplinary Research in Graduate Engineering Education","funder_award_id":"2225109","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6232435145","display_name":null,"funder_award_id":"2400546","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G870551797","display_name":null,"funder_award_id":"62225109","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323085","display_name":"Natural Science Foundation of Heilongjiang Province","ror":null},{"id":"https://openalex.org/F4320336125","display_name":"National Science Fund for Distinguished Young Scholars","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4413105418.pdf","grobid_xml":"https://content.openalex.org/works/W4413105418.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W133238667","https://openalex.org/W384389915","https://openalex.org/W1902027874","https://openalex.org/W1997213566","https://openalex.org/W2008384204","https://openalex.org/W2025659025","https://openalex.org/W2056723350","https://openalex.org/W2114580957","https://openalex.org/W2127353647","https://openalex.org/W2146980885","https://openalex.org/W2800392236","https://openalex.org/W2897249806","https://openalex.org/W2949177718","https://openalex.org/W2950372712","https://openalex.org/W3012788672","https://openalex.org/W3093858607","https://openalex.org/W3129866267","https://openalex.org/W3195317458","https://openalex.org/W4206092375","https://openalex.org/W4226194419","https://openalex.org/W4327683140","https://openalex.org/W4388969005","https://openalex.org/W4399324506","https://openalex.org/W4402827865","https://openalex.org/W4403519940","https://openalex.org/W4404707546","https://openalex.org/W4406729820"],"related_works":["https://openalex.org/W2382997850","https://openalex.org/W2390968135","https://openalex.org/W2382213751","https://openalex.org/W2351750670","https://openalex.org/W1597848696","https://openalex.org/W2354715126","https://openalex.org/W2388563748","https://openalex.org/W2375179084","https://openalex.org/W2366646518","https://openalex.org/W2370906336"],"abstract_inverted_index":{"The":[0],"scECDA":[1],"code":[2],"is":[3],"freely":[4],"available":[5],"at":[6],"https://github.com/SuperheroBetter/scECDA.":[7]},"counts_by_year":[],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
