{"id":"https://openalex.org/W4312822444","doi":"https://doi.org/10.1109/tbme.2022.3232104","title":"Contrastive Multi-View Composite Graph Convolutional Networks Based on Contribution Learning for Autism Spectrum Disorder Classification","display_name":"Contrastive Multi-View Composite Graph Convolutional Networks Based on Contribution Learning for Autism Spectrum Disorder Classification","publication_year":2022,"publication_date":"2022-12-26","ids":{"openalex":"https://openalex.org/W4312822444","doi":"https://doi.org/10.1109/tbme.2022.3232104","pmid":"https://pubmed.ncbi.nlm.nih.gov/37015677"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2022.3232104","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2022.3232104","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"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 Biomedical Engineering","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/A5006570442","display_name":"Hao Zhu","orcid":"https://orcid.org/0000-0003-3890-6871"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Zhu","raw_affiliation_strings":["Key Laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100712167","display_name":"Jun Wang","orcid":"https://orcid.org/0000-0001-9548-0411"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Wang","raw_affiliation_strings":["Key Laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-9548-0411","affiliations":[{"raw_affiliation_string":"Key Laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056087679","display_name":"Yin\u2010Ping Zhao","orcid":"https://orcid.org/0000-0003-2766-5689"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yin-Ping Zhao","raw_affiliation_strings":["School of Software, Northwestern Polytechnical University, China"],"raw_orcid":"https://orcid.org/0000-0003-2766-5689","affiliations":[{"raw_affiliation_string":"School of Software, Northwestern Polytechnical University, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070665912","display_name":"Minhua Lu","orcid":"https://orcid.org/0000-0002-7050-5579"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minhua Lu","raw_affiliation_strings":["Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-7050-5579","affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032832318","display_name":"Jun Shi","orcid":"https://orcid.org/0000-0002-3226-3978"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Shi","raw_affiliation_strings":["Key Laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, China"],"raw_orcid":"https://orcid.org/0000-0002-3226-3978","affiliations":[{"raw_affiliation_string":"Key Laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, China","institution_ids":["https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5023,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.93895602,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"70","issue":"6","first_page":"1943","last_page":"1954"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.7704150676727295},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.747844934463501},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.6920925378799438},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6331149935722351},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6142193078994751},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5585724711418152},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.5370923280715942},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.5242474675178528},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5164037346839905},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.49041152000427246},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3977147340774536},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.21172559261322021},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17896440625190735},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.12390881776809692},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.10511773824691772},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.08290314674377441}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.7704150676727295},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.747844934463501},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.6920925378799438},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6331149935722351},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6142193078994751},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5585724711418152},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.5370923280715942},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.5242474675178528},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5164037346839905},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.49041152000427246},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3977147340774536},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.21172559261322021},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17896440625190735},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.12390881776809692},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.10511773824691772},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.08290314674377441}],"mesh":[{"descriptor_ui":"D000067877","descriptor_name":"Autism Spectrum Disorder","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000067877","descriptor_name":"Autism Spectrum Disorder","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000067877","descriptor_name":"Autism Spectrum Disorder","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":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003586","descriptor_name":"Cytomegalovirus Infections","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003586","descriptor_name":"Cytomegalovirus Infections","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003586","descriptor_name":"Cytomegalovirus Infections","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":"D008279","descriptor_name":"Magnetic Resonance Imaging","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":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tbme.2022.3232104","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2022.3232104","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"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 Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:37015677","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37015677","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 bio-medical engineering","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.7099999785423279,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G1930164579","display_name":null,"funder_award_id":"D20031","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G3333618593","display_name":null,"funder_award_id":"20ZR1419900","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G4662639773","display_name":"\u57fa\u4e8e\u8d85\u58f0-\u7535\u78c1\u591a\u6a21\u6001\u6210\u50cf\u5f15\u5bfc\u4e0e\u53cd\u9988\u7684\u78c1\u81f4\u70ed\u7597\u7814\u7a76","funder_award_id":"62071310","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G510558730","display_name":null,"funder_award_id":"62272289","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/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"},{"id":"https://openalex.org/F4320327912","display_name":"Higher Education Discipline Innovation Project","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W2046389763","https://openalex.org/W2071904348","https://openalex.org/W2096020629","https://openalex.org/W2143426320","https://openalex.org/W2155167324","https://openalex.org/W2167868121","https://openalex.org/W2230162142","https://openalex.org/W2266634660","https://openalex.org/W2329148842","https://openalex.org/W2345678177","https://openalex.org/W2518298328","https://openalex.org/W2522924024","https://openalex.org/W2524483065","https://openalex.org/W2752835219","https://openalex.org/W2779020697","https://openalex.org/W2791182716","https://openalex.org/W2806489700","https://openalex.org/W2809443510","https://openalex.org/W2886989735","https://openalex.org/W2891649471","https://openalex.org/W2937074298","https://openalex.org/W2950317798","https://openalex.org/W2954540134","https://openalex.org/W2963169753","https://openalex.org/W2963242637","https://openalex.org/W2963559580","https://openalex.org/W2979847772","https://openalex.org/W2979952555","https://openalex.org/W2989491368","https://openalex.org/W2999027152","https://openalex.org/W3033039844","https://openalex.org/W3039075121","https://openalex.org/W3095602948","https://openalex.org/W3100646853","https://openalex.org/W3100993589","https://openalex.org/W3104038788","https://openalex.org/W3108655343","https://openalex.org/W3114735065","https://openalex.org/W3173151551","https://openalex.org/W3185956502","https://openalex.org/W3187525041","https://openalex.org/W3199008037","https://openalex.org/W3204453541","https://openalex.org/W3212514517","https://openalex.org/W4206177455","https://openalex.org/W4206714166","https://openalex.org/W4231995556","https://openalex.org/W4285109316","https://openalex.org/W4285590361","https://openalex.org/W6765696844","https://openalex.org/W6772216045","https://openalex.org/W6779940601","https://openalex.org/W6784694379","https://openalex.org/W6784977419","https://openalex.org/W6797132756","https://openalex.org/W6803878253"],"related_works":["https://openalex.org/W1574414179","https://openalex.org/W4362597605","https://openalex.org/W3009056573","https://openalex.org/W2922073769","https://openalex.org/W4297676672","https://openalex.org/W4281702477","https://openalex.org/W4378510483","https://openalex.org/W2490526372","https://openalex.org/W4376166922","https://openalex.org/W3040691452"],"abstract_inverted_index":{"The":[0,172],"resting-state":[1],"functional":[2,49],"magnetic":[3],"resonance":[4],"imaging":[5],"(rs-fMRI)":[6],"faithfully":[7],"reflects":[8],"the":[9,75,112,118,124,128,141,155,168,188,197,200,215,231],"brain":[10,58],"activities":[11],"and":[12,66,101,114,121,157,184,211],"thus":[13],"provides":[14],"a":[15,88,104],"promising":[16],"tool":[17],"for":[18,95,202],"autism":[19],"spectrum":[20],"disorder":[21],"(ASD)":[22],"classification.":[23,39,70],"Up":[24],"to":[25,163],"now,":[26],"graph":[27,129],"convolutional":[28],"networks":[29],"(GCNs)":[30],"have":[31,164],"been":[32],"successfully":[33],"applied":[34],"in":[35,127,167],"rs-fMRI":[36],"based":[37,47,110,139],"ASD":[38,96,182,203],"However,":[40],"most":[41],"of":[42,106,117,144,160,199,209,218],"these":[43],"methods":[44,229],"were":[45],"developed":[46],"on":[48,111,140,177,230],"connectivities":[50],"(FCs)":[51],"that":[52,223],"only":[53],"reflect":[54],"low-level":[55],"correlation":[56],"between":[57],"regions,":[59],"without":[60],"integrating":[61],"both":[62,99,145],"high-level":[63],"discriminative":[64],"knowledge":[65],"phenotypic":[67,125],"information":[68,126],"into":[69],"Besides,":[71],"they":[72,122],"suffered":[73],"from":[74,187],"overfitting":[76],"problem":[77],"caused":[78],"by":[79],"insufficient":[80],"training":[81],"samples.":[82],"To":[83],"this":[84],"end,":[85],"we":[86],"propose":[87],"novel":[89,132],"contrastive":[90,133,169],"multi-view":[91,134,170],"composite":[92],"GCN":[93],"(CMV-CGCN)":[94],"classification":[97],"using":[98],"FCs":[100],"HOFCs.":[102],"Specifically,":[103],"pair":[105],"graphs":[107],"are":[108],"constructed":[109],"FC":[113,156],"HOFC":[115,158],"features":[116,159],"subjects,":[119],"respectively,":[120],"share":[123],"edges.":[130],"A":[131,147],"learning":[135,149],"method":[136,201,226],"is":[137,151,175],"proposed":[138,173,225],"consistent":[142],"representation":[143],"views.":[146],"contribution":[148,166],"mechanism":[150],"further":[152],"incorporated,":[153],"encouraging":[154],"different":[161],"subjects":[162,179],"various":[165],"learning.":[171],"CMV-CGCN":[174],"evaluated":[176],"613":[178],"(including":[180],"286":[181],"patients":[183],"327":[185],"NCs)":[186],"Autism":[189],"Brain":[190],"Imaging":[191],"Data":[192],"Exchange":[193],"(ABIDE).":[194],"We":[195],"demonstrate":[196],"performance":[198],"classification,":[204],"which":[205],"yields":[206],"an":[207,212],"accuracy":[208],"75.20%":[210],"area":[213],"under":[214],"curve":[216],"(AUC)":[217],"0.7338.":[219],"Experimental":[220],"results":[221],"show":[222],"our":[224],"outperforms":[227],"state-of-the-art":[228],"ABIDE":[232],"database.":[233]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-13T07:31:44.756512","created_date":"2025-10-10T00:00:00"}