{"id":"https://openalex.org/W4410295214","doi":"https://doi.org/10.1109/isbi60581.2025.10981287","title":"Dual Multi-Atlas Representation Alignment for Brain Disorder Diagnosis Using Morphological Connectome","display_name":"Dual Multi-Atlas Representation Alignment for Brain Disorder Diagnosis Using Morphological Connectome","publication_year":2025,"publication_date":"2025-04-14","ids":{"openalex":"https://openalex.org/W4410295214","doi":"https://doi.org/10.1109/isbi60581.2025.10981287","pmid":"https://pubmed.ncbi.nlm.nih.gov/40539077"},"language":"en","primary_location":{"id":"doi:10.1109/isbi60581.2025.10981287","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10981287","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":"conference-paper","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12178661","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021880708","display_name":"Kangfu Han","orcid":"https://orcid.org/0000-0002-3663-9960"},"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"]},{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kangfu Han","raw_affiliation_strings":["University of North Carolina at Chapel Hill,Biomedical Research Imaging Center,Department of Radiology,Chapel Hill,NC,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Carolina at Chapel Hill,Biomedical Research Imaging Center,Department of Radiology,Chapel Hill,NC,USA","institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101517880","display_name":"Dan Hu","orcid":"https://orcid.org/0000-0001-8525-3661"},"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"]},{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dan Hu","raw_affiliation_strings":["University of North Carolina at Chapel Hill,Biomedical Research Imaging Center,Department of Radiology,Chapel Hill,NC,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Carolina at Chapel Hill,Biomedical Research Imaging Center,Department of Radiology,Chapel Hill,NC,USA","institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"]}]},{"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"]},{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiale Cheng","raw_affiliation_strings":["University of North Carolina at Chapel Hill,Biomedical Research Imaging Center,Department of Radiology,Chapel Hill,NC,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Carolina at Chapel Hill,Biomedical Research Imaging Center,Department of Radiology,Chapel Hill,NC,USA","institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100647156","display_name":"Tianming Liu","orcid":"https://orcid.org/0000-0002-8132-9048"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tianming Liu","raw_affiliation_strings":["School of Computing, University of Georgia,Athens,GA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, University of Georgia,Athens,GA,USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065946542","display_name":"Andrea Bozoki","orcid":"https://orcid.org/0000-0002-4899-9381"},"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":"Andrea Bozoki","raw_affiliation_strings":["University of North Carolina at Chapel Hill,Department of Neurology,Chapel Hill,NC,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Carolina at Chapel Hill,Department of Neurology,Chapel Hill,NC,USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038582366","display_name":"Dajiang Zhu","orcid":"https://orcid.org/0000-0002-6940-3911"},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"education","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dajiang Zhu","raw_affiliation_strings":["University of Texas at Arlington,Department of Computer Science and Engineering,Arlington,TX,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Texas at Arlington,Department of Computer Science and Engineering,Arlington,TX,USA","institution_ids":["https://openalex.org/I189196454"]}]},{"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"]},{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gang Li","raw_affiliation_strings":["University of North Carolina at Chapel Hill,Biomedical Research Imaging Center,Department of Radiology,Chapel Hill,NC,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Carolina at Chapel Hill,Biomedical Research Imaging Center,Department of Radiology,Chapel Hill,NC,USA","institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2025","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9408000111579895,"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"}},"topics":[{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9408000111579895,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/connectome","display_name":"Connectome","score":0.8126217126846313},{"id":"https://openalex.org/keywords/atlas","display_name":"Atlas (anatomy)","score":0.7556629180908203},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6988328695297241},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.6210715174674988},{"id":"https://openalex.org/keywords/brain-atlas","display_name":"Brain atlas","score":0.5869407057762146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5626271367073059},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.533532977104187},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4071950614452362},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.3260021209716797},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.32147935032844543},{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.18976056575775146},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1424999237060547},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.13611790537834167},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12373772263526917}],"concepts":[{"id":"https://openalex.org/C45715564","wikidata":"https://www.wikidata.org/wiki/Q1292103","display_name":"Connectome","level":3,"score":0.8126217126846313},{"id":"https://openalex.org/C2776673561","wikidata":"https://www.wikidata.org/wiki/Q655357","display_name":"Atlas (anatomy)","level":2,"score":0.7556629180908203},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6988328695297241},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.6210715174674988},{"id":"https://openalex.org/C2780972224","wikidata":"https://www.wikidata.org/wiki/Q17047956","display_name":"Brain atlas","level":2,"score":0.5869407057762146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5626271367073059},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.533532977104187},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4071950614452362},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3260021209716797},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.32147935032844543},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.18976056575775146},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1424999237060547},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.13611790537834167},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12373772263526917},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/isbi60581.2025.10981287","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10981287","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:40539077","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40539077","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:pubmedcentral.nih.gov:12178661","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12178661","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":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:12178661","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12178661","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":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":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.4300000071525574}],"awards":[{"id":"https://openalex.org/G1318089369","display_name":null,"funder_award_id":"RF1 NS128534","funder_id":"https://openalex.org/F4320337359","funder_display_name":"National Institute of Neurological Disorders and Stroke"},{"id":"https://openalex.org/G1962927599","display_name":null,"funder_award_id":"R01 NS135574","funder_id":"https://openalex.org/F4320337359","funder_display_name":"National Institute of Neurological Disorders and Stroke"},{"id":"https://openalex.org/G5919426907","display_name":null,"funder_award_id":"RF1 MH123202","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G6194419577","display_name":null,"funder_award_id":"R01 AG075582","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G7449417806","display_name":null,"funder_award_id":"MH123202,AG075582,NS135574","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337337","display_name":"National Institute on Aging","ror":"https://ror.org/049v75w11"},{"id":"https://openalex.org/F4320337346","display_name":"National Institute of Mental Health","ror":"https://ror.org/04xeg9z08"},{"id":"https://openalex.org/F4320337359","display_name":"National Institute of Neurological Disorders and Stroke","ror":"https://ror.org/01s5ya894"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2029241756","https://openalex.org/W2101135654","https://openalex.org/W2101809033","https://openalex.org/W2151130155","https://openalex.org/W2499800833","https://openalex.org/W2508873998","https://openalex.org/W3180849682","https://openalex.org/W4210572355","https://openalex.org/W4384522195","https://openalex.org/W4387717514","https://openalex.org/W4390110710","https://openalex.org/W6631216910","https://openalex.org/W6774314701"],"related_works":["https://openalex.org/W3214912135","https://openalex.org/W2951635595","https://openalex.org/W4319337879","https://openalex.org/W2012519212","https://openalex.org/W4249039539","https://openalex.org/W1523541591","https://openalex.org/W2592984741","https://openalex.org/W1592689442","https://openalex.org/W2009431977","https://openalex.org/W1524478684"],"abstract_inverted_index":{"In":[0],"structural":[1],"magnetic":[2],"resonance":[3],"imaging":[4],"(MRI),":[5],"morphological":[6,18,142],"connectome":[7],"plays":[8],"an":[9],"important":[10],"role":[11],"in":[12,28,39],"capturing":[13],"coordinated":[14],"patterns":[15],"of":[16,42,44,80,132],"region-wise":[17,113],"features":[19],"for":[20,68],"brain":[21,34,69,137],"disorder":[22,70,138],"diagnosis.":[23,71],"However,":[24],"significant":[25],"challenges":[26],"remain":[27],"aggregating":[29],"diverse":[30],"representations":[31,82],"from":[32,37,51],"multiple":[33,52],"atlases,":[35],"stemming":[36],"variations":[38],"the":[40,76,102,130],"definition":[41],"regions":[43],"interest.":[45],"To":[46],"effectively":[47],"integrate":[48],"complementary":[49],"information":[50],"atlases":[53],"while":[54],"mitigating":[55],"possible":[56],"biases,":[57],"we":[58,73,105],"propose":[59],"a":[60,87],"novel":[61],"dual":[62],"multi-atlas":[63,81,141],"representation":[64],"alignment":[65],"approach":[66],"(DMAA)":[67],"Specifically,":[72],"first":[74],"minimize":[75],"maximum":[77],"mean":[78],"discrepancy":[79],"to":[83,99,109],"align":[84],"them":[85],"into":[86],"unified":[88],"distribution,":[89],"reducing":[90],"inter-atlas":[91],"variability":[92],"and":[93,111,126],"enhancing":[94],"effective":[95],"feature":[96],"fusion.":[97],"Then,":[98],"further":[100],"manage":[101],"anatomical":[103],"variability,":[104],"apply":[106],"optimal":[107],"transport":[108],"capture":[110],"harmonize":[112],"differences,":[114],"preserving":[115],"plausible":[116],"relationships":[117],"across":[118],"atlases.":[119],"Extensive":[120],"experiments":[121],"on":[122,136],"ADNI,":[123],"PPMI,":[124],"ADHD200,":[125],"SchizConnect":[127],"datasets":[128],"demonstrate":[129],"effectiveness":[131],"our":[133],"proposed":[134],"DMAA":[135],"diagnosis":[139],"using":[140],"connectome.":[143]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
