{"id":"https://openalex.org/W4405179881","doi":"https://doi.org/10.1109/tmi.2024.3512603","title":"Heterogeneous Graph Representation Learning Framework for Resting-State Functional Connectivity Analysis","display_name":"Heterogeneous Graph Representation Learning Framework for Resting-State Functional Connectivity Analysis","publication_year":2024,"publication_date":"2024-12-09","ids":{"openalex":"https://openalex.org/W4405179881","doi":"https://doi.org/10.1109/tmi.2024.3512603","pmid":"https://pubmed.ncbi.nlm.nih.gov/40030455"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2024.3512603","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3512603","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059095952","display_name":"Guangqi Wen","orcid":"https://orcid.org/0000-0001-6786-6261"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangqi Wen","raw_affiliation_strings":["College of Computer Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101986227","display_name":"Peng Cao","orcid":"https://orcid.org/0000-0002-7859-2769"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Cao","raw_affiliation_strings":["College of Computer Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0002-7859-2769","affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049362160","display_name":"Lingwen Liu","orcid":"https://orcid.org/0000-0002-3525-2297"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingwen Liu","raw_affiliation_strings":["College of Computer Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Maochun Hao","orcid":null},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Maochun Hao","raw_affiliation_strings":["College of Computer Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Siyu Liu","orcid":"https://orcid.org/0009-0001-2969-2229"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyu Liu","raw_affiliation_strings":["College of Computer Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0009-0001-2969-2229","affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Junjie Zheng","orcid":"https://orcid.org/0009-0002-7603-2036"},"institutions":[{"id":"https://openalex.org/I4210109791","display_name":"Nanjing Brain Hospital","ror":"https://ror.org/01wcx2305","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210109791"]},{"id":"https://openalex.org/I83519826","display_name":"Nanjing Medical University","ror":"https://ror.org/059gcgy73","country_code":"CN","type":"education","lineage":["https://openalex.org/I83519826"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjie Zheng","raw_affiliation_strings":["Department of Psychiatry, Affiliated Nanjing Brain Hospital, Early Intervention Unit, Nanjing Medical University, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0002-7603-2036","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Affiliated Nanjing Brain Hospital, Early Intervention Unit, Nanjing Medical University, Nanjing, China","institution_ids":["https://openalex.org/I4210109791","https://openalex.org/I83519826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017211677","display_name":"Jinzhu Yang","orcid":"https://orcid.org/0000-0002-7754-1273"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinzhu Yang","raw_affiliation_strings":["College of Computer Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0002-7754-1273","affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053745515","display_name":"Osmar R. Zai\u034f\u0308ane","orcid":"https://orcid.org/0000-0002-0060-5988"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Osmar R. Zaiane","raw_affiliation_strings":["Department of Computing Science, University of Alberta, Edmonton, AB, Canada","department of Computing Science, University of Alberta, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing Science, University of Alberta, Edmonton, AB, Canada","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"department of Computing Science, University of Alberta, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100455849","display_name":"Fei Wang","orcid":"https://orcid.org/0000-0002-5982-2303"},"institutions":[{"id":"https://openalex.org/I4210109791","display_name":"Nanjing Brain Hospital","ror":"https://ror.org/01wcx2305","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210109791"]},{"id":"https://openalex.org/I83519826","display_name":"Nanjing Medical University","ror":"https://ror.org/059gcgy73","country_code":"CN","type":"education","lineage":["https://openalex.org/I83519826"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Wang","raw_affiliation_strings":["Department of Psychiatry, Affiliated Nanjing Brain Hospital, Early Intervention Unit, Nanjing Medical University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Affiliated Nanjing Brain Hospital, Early Intervention Unit, Nanjing Medical University, Nanjing, China","institution_ids":["https://openalex.org/I4210109791","https://openalex.org/I83519826"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":1.633,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.86169895,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"44","issue":"3","first_page":"1581","last_page":"1595"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9848999977111816,"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/resting-state-fmri","display_name":"Resting state fMRI","score":0.6851927042007446},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6243091821670532},{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.514176607131958},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.513002336025238},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5083150267601013},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.49857187271118164},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45798221230506897},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34557056427001953},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2879570722579956},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.22047796845436096},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21438318490982056},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14129874110221863},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.09489205479621887}],"concepts":[{"id":"https://openalex.org/C66324658","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Resting state fMRI","level":2,"score":0.6851927042007446},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6243091821670532},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.514176607131958},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.513002336025238},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5083150267601013},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.49857187271118164},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45798221230506897},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34557056427001953},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2879570722579956},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.22047796845436096},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21438318490982056},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14129874110221863},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.09489205479621887},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000067877","descriptor_name":"Autism Spectrum Disorder","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D000067877","descriptor_name":"Autism Spectrum Disorder","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D000067877","descriptor_name":"Autism Spectrum Disorder","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D000067877","descriptor_name":"Autism Spectrum Disorder","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D000067877","descriptor_name":"Autism Spectrum Disorder","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D000067877","descriptor_name":"Autism Spectrum Disorder","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"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":false},{"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":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"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":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D063132","descriptor_name":"Connectome","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D063132","descriptor_name":"Connectome","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D063132","descriptor_name":"Connectome","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D063132","descriptor_name":"Connectome","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D063132","descriptor_name":"Connectome","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2024.3512603","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3512603","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:40030455","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40030455","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":"IEEE transactions on medical imaging","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2483983123","display_name":null,"funder_award_id":"62076059","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G538391520","display_name":null,"funder_award_id":"N2424010-7","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G581747049","display_name":null,"funder_award_id":"No.62076059","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W1900811422","https://openalex.org/W1976073163","https://openalex.org/W1987493933","https://openalex.org/W1998268694","https://openalex.org/W2005933475","https://openalex.org/W2057572880","https://openalex.org/W2078195020","https://openalex.org/W2082630431","https://openalex.org/W2095438393","https://openalex.org/W2108482200","https://openalex.org/W2143426320","https://openalex.org/W2145267250","https://openalex.org/W2158089426","https://openalex.org/W2169837681","https://openalex.org/W2287099331","https://openalex.org/W2314945771","https://openalex.org/W2337323496","https://openalex.org/W2472267088","https://openalex.org/W2518298328","https://openalex.org/W2522924024","https://openalex.org/W2526511911","https://openalex.org/W2552997063","https://openalex.org/W2597400155","https://openalex.org/W2607995088","https://openalex.org/W2609632515","https://openalex.org/W2734822428","https://openalex.org/W2736993378","https://openalex.org/W2890996272","https://openalex.org/W2891131577","https://openalex.org/W2895588666","https://openalex.org/W2898677057","https://openalex.org/W2905058547","https://openalex.org/W2911286998","https://openalex.org/W2921161268","https://openalex.org/W2951617899","https://openalex.org/W2965774812","https://openalex.org/W2970056870","https://openalex.org/W2990504128","https://openalex.org/W3004507689","https://openalex.org/W3012871709","https://openalex.org/W3020121606","https://openalex.org/W3026651657","https://openalex.org/W3089503988","https://openalex.org/W3095018153","https://openalex.org/W3177972781","https://openalex.org/W3190432377","https://openalex.org/W3194604478","https://openalex.org/W3198401109","https://openalex.org/W3199008037","https://openalex.org/W3203618221","https://openalex.org/W3211585221","https://openalex.org/W4206714166","https://openalex.org/W4210287370","https://openalex.org/W4210389721","https://openalex.org/W4224326005","https://openalex.org/W4229456933","https://openalex.org/W4282976788","https://openalex.org/W4282984080","https://openalex.org/W4283707079","https://openalex.org/W4323543166","https://openalex.org/W4372266478","https://openalex.org/W4376121360","https://openalex.org/W4386265859","https://openalex.org/W4387211103","https://openalex.org/W4389104822","https://openalex.org/W4389179537","https://openalex.org/W4396680551","https://openalex.org/W4399880825","https://openalex.org/W6795171876","https://openalex.org/W6796646119","https://openalex.org/W6801620175","https://openalex.org/W6879715561"],"related_works":["https://openalex.org/W1520477417","https://openalex.org/W3150454329","https://openalex.org/W4250679599","https://openalex.org/W4236064658","https://openalex.org/W4403450413","https://openalex.org/W4232465970","https://openalex.org/W4244025530","https://openalex.org/W2945168867","https://openalex.org/W4233336045","https://openalex.org/W2283746446"],"abstract_inverted_index":{"Brain":[0,169],"functional":[1,21,75,221],"connectivity":[2,22],"analysis":[3],"is":[4,244],"important":[5],"for":[6,69,99,108,119,139],"understanding":[7],"brain":[8,11,76,137,215,218],"development":[9,31],"and":[10,49,71,80,115,148,165,196,220],"disorders.":[12],"Recent":[13],"studies":[14,232],"have":[15],"suggested":[16],"that":[17],"the":[18,30,35,42,47,51,58,124,131,135,142,145,149,156,166,177,180,213,238],"variations":[19],"of":[20,32,53,92,126,179],"among":[23,46,113],"multiple":[24],"subnetworks":[25,48,114],"are":[26,130],"closely":[27],"related":[28],"to":[29,39,133],"diseases.":[33],"However,":[34],"existing":[36],"works":[37],"failed":[38],"sufficiently":[40],"capture":[41],"complex":[43,110],"correlation":[44],"patterns":[45,112],"ignored":[50],"learning":[52],"heterogeneous":[54,74,102,136],"structural":[55],"information":[56],"across":[57,183],"subnetworks.":[59],"To":[60,123],"address":[61],"these":[62],"issues,":[63],"we":[64,129],"formulate":[65,134],"a":[66,82],"new":[67],"paradigm":[68],"constructing":[70],"analyzing":[72],"high-order":[73],"networks":[77,138],"via":[78],"meta-paths":[79],"propose":[81],"Heterogeneous":[83],"Graph":[84],"representation":[85],"Learning":[86],"framework":[87,90],"(BrainHGL).":[88],"Our":[89],"consists":[91],"three":[93],"key":[94],"aspects:":[95],"1)":[96],"Meta-path":[97,106,117],"encoding":[98],"capturing":[100],"rich":[101],"topological":[103],"information,":[104],"2)":[105],"interaction":[107],"exploiting":[109,141],"association":[111],"3)":[116],"aggregation":[118],"better":[120,140],"meta-path":[121],"fusion.":[122],"best":[125],"our":[127,204,234],"knowledge,":[128],"first":[132],"relationship":[143],"between":[144],"subnetwork":[146,216],"interactions":[147],"mental":[150],"disease":[151,185,210,226,239],"We":[152,175,223],"evaluate":[153],"BrainHGL":[154],"on":[155],"private":[157],"center":[158],"Nanjing":[159],"Medical":[160],"University":[161],"dataset":[162],"(center":[163],"NMU)":[164],"public":[167],"Autism":[168],"Imaging":[170],"Data":[171],"Exchange":[172],"(ABIDE)":[173],"dataset.":[174],"demonstrate":[176],"effectiveness":[178],"proposed":[181],"model":[182,205],"various":[184],"classification":[186],"tasks,":[187],"including":[188,212],"major":[189],"depression":[190],"disorder":[191,194,199],"(MDD),":[192],"bipolar":[193],"(BD)":[195],"autism":[197],"spectrum":[198],"(ASD)":[200],"diagnoses.":[201],"In":[202],"addition,":[203],"provides":[206],"deeper":[207],"insights":[208],"into":[209],"interpretability,":[211],"critical":[214],"connectivities,":[217],"regions":[219],"pathways.":[222],"also":[224],"identified":[225],"subtypes":[227],"consistent":[228],"with":[229],"previous":[230],"neuroscientific":[231],"by":[233],"model,":[235],"which":[236],"benefits":[237],"identification":[240],"performance.":[241],"The":[242],"code":[243],"available":[245],"at":[246],"https://github.com/IntelliDAL/Graph/BrainHGL.":[247]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}