{"id":"https://openalex.org/W4415482572","doi":"https://doi.org/10.1109/jbhi.2025.3624802","title":"Personalized Structure Preservation Based Graph Neural Network via Connection Interaction and Refinement for Autism Spectrum Disorder Diagnosis","display_name":"Personalized Structure Preservation Based Graph Neural Network via Connection Interaction and Refinement for Autism Spectrum Disorder Diagnosis","publication_year":2025,"publication_date":"2025-10-23","ids":{"openalex":"https://openalex.org/W4415482572","doi":"https://doi.org/10.1109/jbhi.2025.3624802","pmid":"https://pubmed.ncbi.nlm.nih.gov/41129436"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2025.3624802","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2025.3624802","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","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/A5081126476","display_name":"Chunhong Cao","orcid":"https://orcid.org/0000-0002-3812-6536"},"institutions":[{"id":"https://openalex.org/I4610292","display_name":"Xiangtan University","ror":"https://ror.org/00xsfaz62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4610292"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunhong Cao","raw_affiliation_strings":["MOE Key Laboratory of Intelligent Computing and Information Processing, Xiangtan University, Xiangtan, China","MOE Key Laboratory of Intelligent Computing and Information Processing, Xiangtan, China"],"raw_orcid":"https://orcid.org/0000-0002-3812-6536","affiliations":[{"raw_affiliation_string":"MOE Key Laboratory of Intelligent Computing and Information Processing, Xiangtan University, Xiangtan, China","institution_ids":["https://openalex.org/I4610292"]},{"raw_affiliation_string":"MOE Key Laboratory of Intelligent Computing and Information Processing, Xiangtan, China","institution_ids":["https://openalex.org/I4610292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022221005","display_name":"Mengyang Wang","orcid":"https://orcid.org/0009-0008-7035-7677"},"institutions":[{"id":"https://openalex.org/I4610292","display_name":"Xiangtan University","ror":"https://ror.org/00xsfaz62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4610292"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengyang Wang","raw_affiliation_strings":["MOE Key Laboratory of Intelligent Computing and Information Processing, Xiangtan University, Xiangtan, China","MOE Key Laboratory of Intelligent Computing and Information Processing, Xiangtan, China"],"raw_orcid":"https://orcid.org/0009-0003-9968-662X","affiliations":[{"raw_affiliation_string":"MOE Key Laboratory of Intelligent Computing and Information Processing, Xiangtan University, Xiangtan, China","institution_ids":["https://openalex.org/I4610292"]},{"raw_affiliation_string":"MOE Key Laboratory of Intelligent Computing and Information Processing, Xiangtan, China","institution_ids":["https://openalex.org/I4610292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100661806","display_name":"Xingxing Li","orcid":"https://orcid.org/0000-0001-6464-0400"},"institutions":[{"id":"https://openalex.org/I4610292","display_name":"Xiangtan University","ror":"https://ror.org/00xsfaz62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4610292"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingxing Li","raw_affiliation_strings":["MOE Key Laboratory of Intelligent Computing and Information Processing, Xiangtan University, Xiangtan, China","MOE Key Laboratory of Intelligent Computing and Information Processing, Xiangtan, China"],"raw_orcid":"https://orcid.org/0009-0003-1665-4244","affiliations":[{"raw_affiliation_string":"MOE Key Laboratory of Intelligent Computing and Information Processing, Xiangtan University, Xiangtan, China","institution_ids":["https://openalex.org/I4610292"]},{"raw_affiliation_string":"MOE Key Laboratory of Intelligent Computing and Information Processing, Xiangtan, China","institution_ids":["https://openalex.org/I4610292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076703873","display_name":"Yuanxin Huang","orcid":"https://orcid.org/0009-0000-2851-9910"},"institutions":[{"id":"https://openalex.org/I4610292","display_name":"Xiangtan University","ror":"https://ror.org/00xsfaz62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4610292"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanxin Huang","raw_affiliation_strings":["MOE Key Laboratory of Intelligent Computing and Information Processing, Xiangtan University, Xiangtan, China","MOE Key Laboratory of Intelligent Computing and Information Processing, Xiangtan, China"],"raw_orcid":"https://orcid.org/0009-0008-8200-6612","affiliations":[{"raw_affiliation_string":"MOE Key Laboratory of Intelligent Computing and Information Processing, Xiangtan University, Xiangtan, China","institution_ids":["https://openalex.org/I4610292"]},{"raw_affiliation_string":"MOE Key Laboratory of Intelligent Computing and Information Processing, Xiangtan, China","institution_ids":["https://openalex.org/I4610292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010870600","display_name":"Xieping Gao","orcid":"https://orcid.org/0000-0002-7764-3616"},"institutions":[{"id":"https://openalex.org/I173759888","display_name":"Hunan Normal University","ror":"https://ror.org/053w1zy07","country_code":"CN","type":"education","lineage":["https://openalex.org/I173759888"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xieping Gao","raw_affiliation_strings":["Hunan Provincial Key Laboratory of Intelligent Computing and Language Information Processing, Hunan Normal University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-7511-9418","affiliations":[{"raw_affiliation_string":"Hunan Provincial Key Laboratory of Intelligent Computing and Language Information Processing, Hunan Normal University, Changsha, China","institution_ids":["https://openalex.org/I173759888"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26539585,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"30","issue":"5","first_page":"4398","last_page":"4408"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.8349000215530396,"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/T10106","display_name":"Autism Spectrum Disorder Research","score":0.8349000215530396,"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/neuroimaging","display_name":"Neuroimaging","score":0.5254999995231628},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5012999773025513},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.5004000067710876},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.49230000376701355},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4544999897480011},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.44269999861717224},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4253999888896942},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.41130000352859497}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7634999752044678},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5702999830245972},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.5254999995231628},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5012999773025513},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.5004000067710876},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.49230000376701355},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46630001068115234},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4544999897480011},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.44269999861717224},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4253999888896942},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.41130000352859497},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.39660000801086426},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.3736000061035156},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.32199999690055847},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.31360000371932983},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.31290000677108765},{"id":"https://openalex.org/C45715564","wikidata":"https://www.wikidata.org/wiki/Q1292103","display_name":"Connectome","level":3,"score":0.3057999908924103},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2906000018119812},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.28040000796318054},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2630999982357025},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.25220000743865967},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.25189998745918274},{"id":"https://openalex.org/C2780972224","wikidata":"https://www.wikidata.org/wiki/Q17047956","display_name":"Brain atlas","level":2,"score":0.2508000135421753}],"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":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000067877","descriptor_name":"Autism Spectrum Disorder","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000067877","descriptor_name":"Autism Spectrum Disorder","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D000067877","descriptor_name":"Autism Spectrum Disorder","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D000098422","descriptor_name":"Graph Neural Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000098422","descriptor_name":"Graph Neural Networks","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":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":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","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":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2025.3624802","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2025.3624802","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:41129436","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41129436","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 journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1186330665","display_name":null,"funder_award_id":"62376238","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G549064999","display_name":null,"funder_award_id":"62372170","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7134208540","display_name":null,"funder_award_id":"12571591","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7303632014","display_name":null,"funder_award_id":"62272404","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":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Graph":[0],"Neural":[1],"Networks":[2,27],"(GNNs)":[3],"have":[4],"garnered":[5],"widespread":[6],"recognition":[7],"in":[8,193],"the":[9,52,82,90,189,214],"identification":[10],"of":[11,24,54,74,84,191],"Autism":[12],"Spectrum":[13],"Disorder":[14],"(ASD)":[15],"owing":[16],"to":[17,21,41,50,66,105,150],"their":[18,228],"remarkable":[19],"adaptability":[20],"irregular":[22],"patterns":[23,57],"Functional":[25],"Brain":[26],"(FBNs).":[28],"However,":[29],"current":[30],"methods":[31,64],"for":[32,95,121,141,203,233],"constructing":[33],"FBNs":[34,210],"generally":[35],"employ":[36],"a":[37,200],"uniform":[38],"modeling":[39],"strategy":[40,133],"process":[42],"neuroimaging":[43],"data":[44],"from":[45],"different":[46],"subjects,":[47],"which":[48,124,176],"fail":[49],"consider":[51],"heterogeneity":[53],"functional":[55],"connectivity":[56],"among":[58],"individuals":[59],"adequately.":[60],"In":[61],"addition,":[62],"existing":[63],"tend":[65],"excessively":[67],"focus":[68],"on":[69,173,183],"directly":[70,154],"connected":[71,86,157],"brain":[72,79,87,98,137,158,162,168,179,216],"Regions":[73],"Interest":[75],"(ROIs)":[76],"when":[77],"analyzing":[78],"networks,":[80],"underestimat\\ing":[81],"importance":[83],"indirectly":[85,156],"ROIs.":[88],"At":[89],"same":[91],"time,":[92],"conventional":[93],"approaches":[94],"identifying":[96],"crucial":[97],"regions":[99,103,180,217],"may":[100],"miss":[101],"vital":[102],"due":[104],"rigid":[106],"threshold":[107],"constraints.":[108],"To":[109],"address":[110],"these":[111],"issues,":[112],"we":[113],"propose":[114],"Personalized":[115],"Structure":[116],"Preservation":[117],"based":[118,172],"GNN":[119],"(PSP-GNN)":[120],"ASD":[122,194,205,235],"diagnosis,":[123,195],"incorporates":[125],"three":[126],"aspects:":[127],"1)":[128],"A":[129,145,166],"personalized":[130],"structure":[131],"preservation":[132],"that":[134,208],"constructs":[135],"individualized":[136],"networks":[138],"by":[139,219],"accounting":[140],"subject-specific":[142],"variations;":[143],"2)":[144],"connection":[146],"interaction-aware":[147],"module":[148],"designed":[149],"characterize":[151],"interactions":[152],"between":[153],"and":[155,211],"regions,":[159],"providing":[160],"comprehensive":[161],"network":[163],"representations;":[164],"3)":[165],"flexible":[167],"region":[169],"refinement":[170],"technique":[171],"Bernoulli":[174],"sampling,":[175],"identifies":[177],"salient":[178],"without":[181],"relying":[182],"pre-defined":[184],"thresholds.":[185],"Experimental":[186],"results":[187],"demonstrate":[188],"effectiveness":[190],"PSP-GNN":[192,220],"highlighting":[196],"its":[197],"potential":[198,231],"as":[199,230],"robust":[201],"tool":[202],"future":[204],"diagnosis":[206],"applications":[207],"combine":[209],"GNNs.":[212],"Notably,":[213],"critical":[215],"identified":[218],"are":[221],"consistent":[222],"with":[223],"established":[224],"medical":[225],"knowledge,":[226],"suggesting":[227],"utility":[229],"biomarkers":[232],"clinical":[234],"diagnosis.":[236]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-24T00:00:00"}
