{"id":"https://openalex.org/W4414468075","doi":"https://doi.org/10.1093/bib/bbaf503","title":"scBCN: deep learning-based batch correction network for integration of heterogeneous single-cell data","display_name":"scBCN: deep learning-based batch correction network for integration of heterogeneous single-cell data","publication_year":2025,"publication_date":"2025-08-31","ids":{"openalex":"https://openalex.org/W4414468075","doi":"https://doi.org/10.1093/bib/bbaf503","pmid":"https://pubmed.ncbi.nlm.nih.gov/40991329"},"language":"en","primary_location":{"id":"doi:10.1093/bib/bbaf503","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbaf503","pdf_url":"https://academic.oup.com/bib/article-pdf/26/5/bbaf503/64373120/bbaf503.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"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":"Briefings in 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/bib/article-pdf/26/5/bbaf503/64373120/bbaf503.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101211972","display_name":"Lei Wan","orcid":null},"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/I4210091712","display_name":"Zhengzhou University of Science and Technology","ror":"https://ror.org/00b3j7936","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210091712"]},{"id":"https://openalex.org/I4210161462","display_name":"Heilongjiang Institute of Technology","ror":"https://ror.org/05x0m9n95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210161462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Wan","raw_affiliation_strings":["School of Mathematics , Harbin Institute of Technology, No. 92 West Dazhi Street, Harbin, Heilongjiang 150001,","Zhengzhou Research Institute , Harbin Institute of Technology, No. 26 Longyuan East 7th Street, Zhengzhou, Henan 450000,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics , Harbin Institute of Technology, No. 92 West Dazhi Street, Harbin, Heilongjiang 150001,","institution_ids":["https://openalex.org/I204983213","https://openalex.org/I4210161462"]},{"raw_affiliation_string":"Zhengzhou Research Institute , Harbin Institute of Technology, No. 26 Longyuan East 7th Street, Zhengzhou, Henan 450000,","institution_ids":["https://openalex.org/I4210091712"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037563360","display_name":"Yang Zhou","orcid":"https://orcid.org/0000-0002-0126-9066"},"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/I4210091712","display_name":"Zhengzhou University of Science and Technology","ror":"https://ror.org/00b3j7936","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210091712"]},{"id":"https://openalex.org/I4210161462","display_name":"Heilongjiang Institute of Technology","ror":"https://ror.org/05x0m9n95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210161462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Zhou","raw_affiliation_strings":["School of Mathematics , Harbin Institute of Technology, No. 92 West Dazhi Street, Harbin, Heilongjiang 150001,","Zhengzhou Research Institute , Harbin Institute of Technology, No. 26 Longyuan East 7th Street, Zhengzhou, Henan 450000,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics , Harbin Institute of Technology, No. 92 West Dazhi Street, Harbin, Heilongjiang 150001,","institution_ids":["https://openalex.org/I204983213","https://openalex.org/I4210161462"]},{"raw_affiliation_string":"Zhengzhou Research Institute , Harbin Institute of Technology, No. 26 Longyuan East 7th Street, Zhengzhou, Henan 450000,","institution_ids":["https://openalex.org/I4210091712"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100615171","display_name":"Xingzhi Wang","orcid":"https://orcid.org/0000-0002-6951-7425"},"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/I4210161462","display_name":"Heilongjiang Institute of Technology","ror":"https://ror.org/05x0m9n95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210161462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingzhi Wang","raw_affiliation_strings":["School of Mathematics , Harbin Institute of Technology, No. 92 West Dazhi Street, Harbin, Heilongjiang 150001,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics , Harbin Institute of Technology, No. 92 West Dazhi Street, Harbin, Heilongjiang 150001,","institution_ids":["https://openalex.org/I204983213","https://openalex.org/I4210161462"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101902294","display_name":"Jing Qi","orcid":"https://orcid.org/0000-0003-0339-7931"},"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/I4210091712","display_name":"Zhengzhou University of Science and Technology","ror":"https://ror.org/00b3j7936","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210091712"]},{"id":"https://openalex.org/I4210161462","display_name":"Heilongjiang Institute of Technology","ror":"https://ror.org/05x0m9n95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210161462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Qi","raw_affiliation_strings":["School of Mathematics , Harbin Institute of Technology, No. 92 West Dazhi Street, Harbin, Heilongjiang 150001,","Zhengzhou Research Institute , Harbin Institute of Technology, No. 26 Longyuan East 7th Street, Zhengzhou, Henan 450000,"],"raw_orcid":"https://orcid.org/0000-0003-0339-7931","affiliations":[{"raw_affiliation_string":"School of Mathematics , Harbin Institute of Technology, No. 92 West Dazhi Street, Harbin, Heilongjiang 150001,","institution_ids":["https://openalex.org/I204983213","https://openalex.org/I4210161462"]},{"raw_affiliation_string":"Zhengzhou Research Institute , Harbin Institute of Technology, No. 26 Longyuan East 7th Street, Zhengzhou, Henan 450000,","institution_ids":["https://openalex.org/I4210091712"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028001686","display_name":"Shuilin Jin","orcid":"https://orcid.org/0000-0002-2318-432X"},"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/I4210091712","display_name":"Zhengzhou University of Science and Technology","ror":"https://ror.org/00b3j7936","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210091712"]},{"id":"https://openalex.org/I4210161462","display_name":"Heilongjiang Institute of Technology","ror":"https://ror.org/05x0m9n95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210161462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuilin Jin","raw_affiliation_strings":["School of Mathematics , Harbin Institute of Technology, No. 92 West Dazhi Street, Harbin, Heilongjiang 150001,","Zhengzhou Research Institute , Harbin Institute of Technology, No. 26 Longyuan East 7th Street, Zhengzhou, Henan 450000,"],"raw_orcid":"https://orcid.org/0000-0002-2318-432X","affiliations":[{"raw_affiliation_string":"School of Mathematics , Harbin Institute of Technology, No. 92 West Dazhi Street, Harbin, Heilongjiang 150001,","institution_ids":["https://openalex.org/I204983213","https://openalex.org/I4210161462"]},{"raw_affiliation_string":"Zhengzhou Research Institute , Harbin Institute of Technology, No. 26 Longyuan East 7th Street, Zhengzhou, Henan 450000,","institution_ids":["https://openalex.org/I4210091712"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":4011,"currency":"USD","value_usd":4011},"apc_paid":{"value":4011,"currency":"USD","value_usd":4011},"fwci":0.4868,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67017173,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"26","issue":"5","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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9876000285148621,"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":0.9743000268936157,"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/benchmarking","display_name":"Benchmarking","score":0.8112999796867371},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.618399977684021},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6172000169754028},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5339000225067139},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4819999933242798},{"id":"https://openalex.org/keywords/batch-processing","display_name":"Batch processing","score":0.4535999894142151},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.4018999934196472}],"concepts":[{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.8112999796867371},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8082000017166138},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.618399977684021},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6172000169754028},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5339000225067139},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4950000047683716},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4819999933242798},{"id":"https://openalex.org/C172658912","wikidata":"https://www.wikidata.org/wiki/Q661613","display_name":"Batch processing","level":2,"score":0.4535999894142151},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4259999990463257},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.4018999934196472},{"id":"https://openalex.org/C201797286","wikidata":"https://www.wikidata.org/wiki/Q4914986","display_name":"Biological data","level":2,"score":0.400299996137619},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33820000290870667},{"id":"https://openalex.org/C28225019","wikidata":"https://www.wikidata.org/wiki/Q4915005","display_name":"Biological network","level":2,"score":0.32679998874664307},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.3147999942302704},{"id":"https://openalex.org/C158207573","wikidata":"https://www.wikidata.org/wiki/Q5747224","display_name":"Heterogeneous network","level":4,"score":0.2994000017642975},{"id":"https://openalex.org/C12590798","wikidata":"https://www.wikidata.org/wiki/Q3933199","display_name":"Replication (statistics)","level":2,"score":0.27300000190734863},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.26170000433921814},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.2565999925136566},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.25270000100135803}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"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":"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":4,"locations":[{"id":"doi:10.1093/bib/bbaf503","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbaf503","pdf_url":"https://academic.oup.com/bib/article-pdf/26/5/bbaf503/64373120/bbaf503.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"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":"Briefings in Bioinformatics","raw_type":"journal-article"},{"id":"pmid:40991329","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40991329","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:europepmc.org:11267821","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12459263","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"},{"id":"pmh:oai:pubmedcentral.nih.gov:12459263","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12459263/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Brief Bioinform","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bib/bbaf503","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbaf503","pdf_url":"https://academic.oup.com/bib/article-pdf/26/5/bbaf503/64373120/bbaf503.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"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":"Briefings in Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1122620961","display_name":null,"funder_award_id":"2022ZX01A19","funder_id":"https://openalex.org/F4320317323","funder_display_name":"Key Research and Development Program of Heilongjiang"},{"id":"https://openalex.org/G3980578973","display_name":null,"funder_award_id":"12301623","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4791432390","display_name":null,"funder_award_id":"JQ2023A003","funder_id":"https://openalex.org/F4320323085","funder_display_name":"Natural Science Foundation of Heilongjiang Province"},{"id":"https://openalex.org/G4988894003","display_name":null,"funder_award_id":"124B2027","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G512671796","display_name":null,"funder_award_id":"LH2024A003","funder_id":"https://openalex.org/F4320323085","funder_display_name":"Natural Science Foundation of Heilongjiang Province"},{"id":"https://openalex.org/G5559790959","display_name":null,"funder_award_id":"62531006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6456806473","display_name":null,"funder_award_id":"2024M071077002","funder_id":"https://openalex.org/F4320322857","funder_display_name":"Aeronautical Science Foundation of China"},{"id":"https://openalex.org/G7053208574","display_name":null,"funder_award_id":"HIT.DZJJ.2024043","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8255081433","display_name":null,"funder_award_id":"62271173","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320317323","display_name":"Key Research and Development Program of Heilongjiang","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322857","display_name":"Aeronautical Science Foundation of China","ror":"https://ror.org/02wq41p38"},{"id":"https://openalex.org/F4320323085","display_name":"Natural Science Foundation of Heilongjiang Province","ror":null},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4414468075.pdf","grobid_xml":"https://content.openalex.org/works/W4414468075.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1531821806","https://openalex.org/W2120043163","https://openalex.org/W2132914434","https://openalex.org/W2769379242","https://openalex.org/W2773586544","https://openalex.org/W2794521141","https://openalex.org/W2800392236","https://openalex.org/W2803144214","https://openalex.org/W2889236955","https://openalex.org/W2897249806","https://openalex.org/W2901677030","https://openalex.org/W2902652978","https://openalex.org/W2942880491","https://openalex.org/W2948469692","https://openalex.org/W2949067670","https://openalex.org/W2949177718","https://openalex.org/W2951506174","https://openalex.org/W2952535935","https://openalex.org/W2962073995","https://openalex.org/W2980020683","https://openalex.org/W2984472267","https://openalex.org/W2993523018","https://openalex.org/W3000350302","https://openalex.org/W3002417351","https://openalex.org/W3021272327","https://openalex.org/W3106188259","https://openalex.org/W3119507732","https://openalex.org/W3121168830","https://openalex.org/W3132357920","https://openalex.org/W3164692211","https://openalex.org/W3164852867","https://openalex.org/W3205198892","https://openalex.org/W4220837089","https://openalex.org/W4225598893","https://openalex.org/W4235169531","https://openalex.org/W4312084913","https://openalex.org/W4392470621"],"related_works":[],"abstract_inverted_index":{"With":[0],"the":[1,78],"continuous":[2],"application":[3],"of":[4,80],"single-cell":[5,47],"data,":[6],"effectively":[7],"correcting":[8],"batch":[9,70,97],"effects":[10,33,71],"and":[11,89,99,110,119],"accurately":[12],"identifying":[13],"cell":[14,121],"types":[15],"has":[16],"emerged":[17],"as":[18],"a":[19,63],"critical":[20],"challenge":[21],"in":[22,95,108],"biomedical":[23],"research.":[24],"However,":[25],"existing":[26],"methods":[27],"often":[28],"struggle":[29],"to":[30,68],"disentangle":[31],"technical":[32],"from":[34],"genuine":[35],"biological":[36,74,100],"variation,":[37],"limiting":[38],"their":[39],"performance":[40,79],"on":[41,86],"heterogeneous":[42],"datasets.":[43],"Here,":[44],"we":[45,82],"introduce":[46],"Batch":[48],"Correction":[49],"Network":[50],"(scBCN),":[51],"an":[52],"integration":[53],"framework":[54],"that":[55],"combines":[56],"robust":[57],"inter-batch":[58],"similar":[59],"cluster":[60],"identification":[61],"with":[62],"deep":[64],"residual":[65],"neural":[66],"network":[67],"correct":[69],"while":[72],"preserving":[73],"variability.":[75],"To":[76],"evaluate":[77],"scBCN,":[81],"conduct":[83],"benchmarking":[84],"experiments":[85],"various":[87],"simulated":[88],"real":[90],"datasets,":[91],"demonstrating":[92],"its":[93,106,115],"superiority":[94],"both":[96],"correction":[98],"variation":[101],"conservation.":[102],"Furthermore,":[103],"scBCN":[104],"shows":[105],"applicability":[107],"cross-species":[109],"cross-omics":[111],"data":[112],"integration,":[113],"underscoring":[114],"potential":[116],"for":[117],"uncovering":[118],"characterizing":[120],"type-specific":[122],"gene":[123],"expression":[124],"patterns.":[125]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
