{"id":"https://openalex.org/W4410295811","doi":"https://doi.org/10.1109/isbi60581.2025.10981047","title":"Mamba-Based Residual Generative Adversarial Network for Functional Connectivity Harmonization During Infancy","display_name":"Mamba-Based Residual Generative Adversarial Network for Functional Connectivity Harmonization During Infancy","publication_year":2025,"publication_date":"2025-04-14","ids":{"openalex":"https://openalex.org/W4410295811","doi":"https://doi.org/10.1109/isbi60581.2025.10981047","pmid":"https://pubmed.ncbi.nlm.nih.gov/41050555"},"language":"en","primary_location":{"id":"doi:10.1109/isbi60581.2025.10981047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10981047","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12490067/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072258300","display_name":"Weiran Xia","orcid":"https://orcid.org/0009-0001-8094-7397"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Weiran Xia","raw_affiliation_strings":["University of North Carolina,Department of Radiology and BRIC,Chapel Hill,USA"],"affiliations":[{"raw_affiliation_string":"University of North Carolina,Department of Radiology and BRIC,Chapel Hill,USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100327574","display_name":"Xin Zhang","orcid":"https://orcid.org/0000-0003-1583-6401"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Zhang","raw_affiliation_strings":["School of Future Technology, South China University of Technology,China"],"affiliations":[{"raw_affiliation_string":"School of Future Technology, South China University of Technology,China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101517880","display_name":"Dan Hu","orcid":"https://orcid.org/0000-0002-4437-6339"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dan Hu","raw_affiliation_strings":["University of North Carolina,Department of Radiology and BRIC,Chapel Hill,USA"],"affiliations":[{"raw_affiliation_string":"University of North Carolina,Department of Radiology and BRIC,Chapel Hill,USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002409683","display_name":"Jiale Cheng","orcid":"https://orcid.org/0000-0002-0032-7455"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiale Cheng","raw_affiliation_strings":["University of North Carolina,Department of Radiology and BRIC,Chapel Hill,USA"],"affiliations":[{"raw_affiliation_string":"University of North Carolina,Department of Radiology and BRIC,Chapel Hill,USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034142550","display_name":"Weiyan Yin","orcid":"https://orcid.org/0000-0002-1235-4522"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Weiyan Yin","raw_affiliation_strings":["University of North Carolina,Department of Radiology and BRIC,Chapel Hill,USA"],"affiliations":[{"raw_affiliation_string":"University of North Carolina,Department of Radiology and BRIC,Chapel Hill,USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070300188","display_name":"Zhengwang Wu","orcid":"https://orcid.org/0000-0003-4436-9005"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhengwang Wu","raw_affiliation_strings":["University of North Carolina,Department of Radiology and BRIC,Chapel Hill,USA"],"affiliations":[{"raw_affiliation_string":"University of North Carolina,Department of Radiology and BRIC,Chapel Hill,USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100336197","display_name":"Li Wang","orcid":"https://orcid.org/0000-0003-2165-0080"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Li Wang","raw_affiliation_strings":["University of North Carolina,Department of Radiology and BRIC,Chapel Hill,USA"],"affiliations":[{"raw_affiliation_string":"University of North Carolina,Department of Radiology and BRIC,Chapel Hill,USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006302877","display_name":"Weili Lin","orcid":"https://orcid.org/0000-0002-2900-8204"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Weili Lin","raw_affiliation_strings":["University of North Carolina,Department of Radiology and BRIC,Chapel Hill,USA"],"affiliations":[{"raw_affiliation_string":"University of North Carolina,Department of Radiology and BRIC,Chapel Hill,USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100438653","display_name":"Gang Li","orcid":"https://orcid.org/0000-0001-9585-1382"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gang Li","raw_affiliation_strings":["University of North Carolina,Department of Radiology and BRIC,Chapel Hill,USA"],"affiliations":[{"raw_affiliation_string":"University of North Carolina,Department of Radiology and BRIC,Chapel Hill,USA","institution_ids":["https://openalex.org/I114027177"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5072258300"],"corresponding_institution_ids":["https://openalex.org/I114027177"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19036217,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2025","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13289","display_name":"Infant Health and Development","score":0.949400007724762,"subfield":{"id":"https://openalex.org/subfields/3611","display_name":"Pharmacy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T13289","display_name":"Infant Health and Development","score":0.949400007724762,"subfield":{"id":"https://openalex.org/subfields/3611","display_name":"Pharmacy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.7919667959213257},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.6997044682502747},{"id":"https://openalex.org/keywords/harmonization","display_name":"Harmonization","score":0.6859878301620483},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6759490370750427},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6250993013381958},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.5461814999580383},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44207966327667236},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.13291892409324646},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.09145772457122803}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7919667959213257},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.6997044682502747},{"id":"https://openalex.org/C2779962950","wikidata":"https://www.wikidata.org/wiki/Q5659376","display_name":"Harmonization","level":2,"score":0.6859878301620483},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6759490370750427},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6250993013381958},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.5461814999580383},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44207966327667236},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.13291892409324646},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.09145772457122803},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/isbi60581.2025.10981047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10981047","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},{"id":"pmid:41050555","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41050555","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":"Proceedings. IEEE International Symposium on Biomedical Imaging","raw_type":null},{"id":"pmh:oai:europepmc.org:11300613","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12490067","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:12490067","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12490067/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc IEEE Int Symp Biomed Imaging","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:12490067","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12490067/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc IEEE Int Symp Biomed Imaging","raw_type":"Text"},"sustainable_development_goals":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W2888032422","https://openalex.org/W2996316059","https://openalex.org/W4377980832","https://openalex.org/W2897769091","https://openalex.org/W2845413374","https://openalex.org/W3005996785","https://openalex.org/W4235873501"],"abstract_inverted_index":{"How":[0],"to":[1,25,88,108,121,146],"harmonize":[2,89,122],"site":[3,27],"effects":[4,28],"is":[5],"a":[6,76,117],"fundamental":[7],"challenge":[8],"in":[9,104,143],"modern":[10],"multi-site":[11,36,90,123],"neuroimaging":[12],"studies.":[13],"Although":[14],"many":[15],"statistical":[16,51],"models":[17],"and":[18,113],"deep":[19,79],"learning":[20,80],"methods":[21],"have":[22],"been":[23,101],"proposed":[24,141],"mitigate":[26],"while":[29],"preserving":[30],"biological":[31],"characteristics,":[32],"harmonization":[33,144],"schemes":[34],"for":[35,44,55,61,67],"resting-state":[37],"functional":[38,45,91],"magnetic":[39],"resonance":[40],"imaging":[41],"(rs-fMRI),":[42],"particularly":[43],"connectivity":[46],"(FC),":[47],"remain":[48],"undeveloped.":[49],"Moreover,":[50],"models,":[52],"though":[53],"effective":[54,103],"region-level":[56],"data,":[57],"are":[58],"inherently":[59],"unsuitable":[60],"capturing":[62],"complex,":[63],"nonlinear":[64],"mappings":[65],"required":[66],"FC":[68,124],"harmonization.":[69],"To":[70],"address":[71],"these":[72],"issues,":[73],"we":[74],"develop":[75],"novel,":[77],"flexible":[78],"method,":[81],"Mamba-based":[82],"Residual":[83],"Generative":[84],"adversarial":[85],"network":[86],"(MR-GAN),":[87],"connectivities.":[92],"Our":[93],"method":[94,142],"leverages":[95],"the":[96,136,140],"Mamba":[97],"Block,":[98],"which":[99],"has":[100],"proven":[102],"traditional":[105],"visual":[106],"tasks,":[107],"define":[109],"FC-specified":[110],"sequential":[111],"patterns":[112],"integrate":[114],"them":[115],"with":[116],"multi-task":[118],"residual":[119],"GAN":[120],"data.":[125],"Experiments":[126],"on":[127],"939":[128],"infant":[129],"rs-fMRI":[130],"scans":[131],"from":[132],"four":[133],"sites":[134],"demonstrate":[135],"superior":[137],"performance":[138],"of":[139],"compared":[145],"other":[147],"approaches.":[148]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}