{"id":"https://openalex.org/W4394684795","doi":"https://doi.org/10.3389/fncom.2024.1388083","title":"A novel approach for ASD recognition based on graph attention networks","display_name":"A novel approach for ASD recognition based on graph attention networks","publication_year":2024,"publication_date":"2024-04-10","ids":{"openalex":"https://openalex.org/W4394684795","doi":"https://doi.org/10.3389/fncom.2024.1388083","pmid":"https://pubmed.ncbi.nlm.nih.gov/38659616"},"language":"en","primary_location":{"id":"doi:10.3389/fncom.2024.1388083","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fncom.2024.1388083","pdf_url":"https://www.frontiersin.org/articles/10.3389/fncom.2024.1388083/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S19778766","display_name":"Frontiers in Computational Neuroscience","issn_l":"1662-5188","issn":["1662-5188"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computational Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/articles/10.3389/fncom.2024.1388083/pdf?isPublishedV2=False","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038378791","display_name":"Canhua Wang","orcid":"https://orcid.org/0000-0003-0071-9392"},"institutions":[{"id":"https://openalex.org/I10899854","display_name":"Jiangxi University of Traditional Chinese Medicine","ror":"https://ror.org/03jy32q83","country_code":"CN","type":"education","lineage":["https://openalex.org/I10899854"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Canhua Wang","raw_affiliation_strings":["School of Computer, Jiangxi University of Chinese Medicine, Nanchang, China","School of Computer, Jiangxi University of Chinese Medicine, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer, Jiangxi University of Chinese Medicine, Nanchang, China","institution_ids":["https://openalex.org/I10899854"]},{"raw_affiliation_string":"School of Computer, Jiangxi University of Chinese Medicine, China","institution_ids":["https://openalex.org/I10899854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055640966","display_name":"Zhiyong Xiao","orcid":"https://orcid.org/0000-0001-6055-0889"},"institutions":[{"id":"https://openalex.org/I4210149786","display_name":"Jiangxi Institute Of Economic Administraors","ror":"https://ror.org/058edxh67","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149786"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyong Xiao","raw_affiliation_strings":["School of Electronic & Information Engineering, Jiangxi Institute of Economic Administrators, Nanchang, China","School of Electronic & Information Engineering, Jiangxi Institute of Economic Administrators, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic & Information Engineering, Jiangxi Institute of Economic Administrators, Nanchang, China","institution_ids":["https://openalex.org/I4210149786"]},{"raw_affiliation_string":"School of Electronic & Information Engineering, Jiangxi Institute of Economic Administrators, China","institution_ids":["https://openalex.org/I4210149786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016899209","display_name":"Yilu Xu","orcid":"https://orcid.org/0000-0003-2468-3443"},"institutions":[{"id":"https://openalex.org/I74837319","display_name":"Jiangxi Agricultural University","ror":"https://ror.org/00dc7s858","country_code":"CN","type":"education","lineage":["https://openalex.org/I74837319"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yilu Xu","raw_affiliation_strings":["School of Software, Jiangxi Agricultural University, Nanchang, China","School of Software, Jiangxi Agricultural University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Jiangxi Agricultural University, Nanchang, China","institution_ids":["https://openalex.org/I74837319"]},{"raw_affiliation_string":"School of Software, Jiangxi Agricultural University, China","institution_ids":["https://openalex.org/I74837319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100360261","display_name":"Qi Zhang","orcid":"https://orcid.org/0000-0002-1061-4036"},"institutions":[{"id":"https://openalex.org/I4210154890","display_name":"Affiliated Hospital of Jiangxi University of Traditional Chinese Medicine","ror":"https://ror.org/050d0fq97","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210154890"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Zhang","raw_affiliation_strings":["Department of Medical Imaging, Affiliated Hospital of Jiangxi University of Chinese Medicine, Nanchang, China","Department of Medical Imaging, Affiliated Hospital of Jiangxi University of Chinese Medicine, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Imaging, Affiliated Hospital of Jiangxi University of Chinese Medicine, Nanchang, China","institution_ids":["https://openalex.org/I4210154890"]},{"raw_affiliation_string":"Department of Medical Imaging, Affiliated Hospital of Jiangxi University of Chinese Medicine, China","institution_ids":["https://openalex.org/I4210154890"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103325236","display_name":"Jingfang Chen","orcid":"https://orcid.org/0009-0008-6586-8421"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]},{"id":"https://openalex.org/I4210108480","display_name":"Second Affiliated Hospital of Nanchang University","ror":"https://ror.org/01nxv5c88","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210108480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingfang Chen","raw_affiliation_strings":["Department of Medical Imaging, The Second Affiliated Hospital of Nanchang University, Nanchang, China","Department of Medical Imaging, The Second Affiliated Hospital of Nanchang University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Imaging, The Second Affiliated Hospital of Nanchang University, Nanchang, China","institution_ids":["https://openalex.org/I4210108480","https://openalex.org/I141649914"]},{"raw_affiliation_string":"Department of Medical Imaging, The Second Affiliated Hospital of Nanchang University, China","institution_ids":["https://openalex.org/I4210108480","https://openalex.org/I141649914"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5038378791"],"corresponding_institution_ids":["https://openalex.org/I10899854"],"apc_list":{"value":2950,"currency":"USD","value_usd":2950},"apc_paid":{"value":2950,"currency":"USD","value_usd":2950},"fwci":9.0259,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.96993637,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"18","issue":null,"first_page":"1388083","last_page":"1388083"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.8571000099182129,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.8571000099182129,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.8052999973297119,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.7925000190734863,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5896039605140686},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3768777549266815},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3423823416233063}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5896039605140686},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3768777549266815},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3423823416233063}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fncom.2024.1388083","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fncom.2024.1388083","pdf_url":"https://www.frontiersin.org/articles/10.3389/fncom.2024.1388083/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S19778766","display_name":"Frontiers in Computational Neuroscience","issn_l":"1662-5188","issn":["1662-5188"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computational Neuroscience","raw_type":"journal-article"},{"id":"pmid:38659616","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38659616","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":"Frontiers in computational neuroscience","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11039788","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11039788","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11039788/pdf/fncom-18-1388083.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Comput Neurosci","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:9bc7f3cc81514d50b35936ae4b586981","is_oa":true,"landing_page_url":"https://doaj.org/article/9bc7f3cc81514d50b35936ae4b586981","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Computational Neuroscience, Vol 18 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fncom.2024.1388083","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fncom.2024.1388083","pdf_url":"https://www.frontiersin.org/articles/10.3389/fncom.2024.1388083/pdf?isPublishedV2=False","source":{"id":"https://openalex.org/S19778766","display_name":"Frontiers in Computational Neuroscience","issn_l":"1662-5188","issn":["1662-5188"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computational Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1813581380","display_name":null,"funder_award_id":"62166020","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7388261041","display_name":null,"funder_award_id":"20212BAB206009","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"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394684795.pdf"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1934687656","https://openalex.org/W1979685912","https://openalex.org/W2057550180","https://openalex.org/W2122457251","https://openalex.org/W2123199678","https://openalex.org/W2752558629","https://openalex.org/W2791126311","https://openalex.org/W2793082535","https://openalex.org/W2802789529","https://openalex.org/W2915689485","https://openalex.org/W2969771700","https://openalex.org/W2979478955","https://openalex.org/W3011205123","https://openalex.org/W3135338095","https://openalex.org/W3155786160","https://openalex.org/W3194403589","https://openalex.org/W3199008037","https://openalex.org/W3210155031","https://openalex.org/W3211333288","https://openalex.org/W4206714166","https://openalex.org/W4207032027","https://openalex.org/W4225121817","https://openalex.org/W4226389343","https://openalex.org/W4229042691","https://openalex.org/W4308550552","https://openalex.org/W4319440499","https://openalex.org/W4360871668","https://openalex.org/W4362683564","https://openalex.org/W4365455526","https://openalex.org/W4367184133","https://openalex.org/W4378895404","https://openalex.org/W4387010583","https://openalex.org/W4387469964","https://openalex.org/W6811298466"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W4395014643","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Early":[0],"detection":[1,187],"and":[2,96,103,112,195],"diagnosis":[3],"of":[4,14,35,75,78,86,105,147,159],"Autism":[5,168],"Spectrum":[6],"Disorder":[7],"(ASD)":[8],"can":[9],"significantly":[10],"improve":[11],"the":[12,32,73,79,87,101,106,113,118,125,137,145,167],"quality":[13],"life":[15],"for":[16,60,149],"affected":[17],"individuals.":[18],"Identifying":[19],"ASD":[20,49,61],"based":[21,65],"on":[22,66],"brain":[23],"functional":[24],"connectivity":[25],"(FC)":[26],"poses":[27],"a":[28,57],"challenge":[29],"due":[30],"to":[31,128,143,156,180],"high":[33,190],"heterogeneity":[34],"subjects'":[36],"fMRI":[37,157],"data":[38,158],"in":[39,48,90],"different":[40],"sites.":[41],"Meanwhile,":[42],"deep":[43],"learning":[44],"algorithms":[45],"show":[46],"efficacy":[47],"identification":[50],"but":[51],"lack":[52],"interpretability.":[53,198],"In":[54],"this":[55],"paper,":[56],"novel":[58],"approach":[59],"recognition":[62],"is":[63],"proposed":[64,152],"graph":[67],"attention":[68],"networks.":[69],"Specifically,":[70],"we":[71],"treat":[72],"region":[74],"interest":[76],"(ROI)":[77],"subjects":[80],"as":[81,109,117],"node,":[82],"conduct":[83],"wavelet":[84,94],"decomposition":[85],"BOLD":[88,107],"signal":[89,108],"each":[91],"ROI,":[92],"extract":[93],"features,":[95,111],"utilize":[97],"them":[98],"along":[99],"with":[100,192],"mean":[102],"variance":[104],"node":[110],"optimized":[114],"FC":[115],"matrix":[116],"adjacency":[119],"matrix,":[120],"respectively.":[121],"We":[122],"then":[123],"employ":[124],"self-attention":[126],"mechanism":[127],"capture":[129],"long-range":[130],"dependencies":[131],"among":[132],"features.":[133],"To":[134],"enhance":[135],"interpretability,":[136],"node-selection":[138],"pooling":[139],"layers":[140],"are":[141,154],"designed":[142],"determine":[144],"importance":[146],"ROI":[148,186],"prediction.":[150],"The":[151,184],"framework":[153],"applied":[155],"children":[160],"(younger":[161],"than":[162],"12":[163],"years":[164],"old)":[165],"from":[166],"Brain":[169],"Imaging":[170],"Data":[171],"Exchange":[172],"datasets.":[173],"Promising":[174],"results":[175,188],"demonstrate":[176],"superior":[177],"performance":[178],"compared":[179],"recent":[181],"similar":[182],"studies.":[183],"obtained":[185],"exhibit":[189],"correspondence":[191],"previous":[193],"studies":[194],"offer":[196],"good":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}