{"id":"https://openalex.org/W4410294892","doi":"https://doi.org/10.1109/jbhi.2025.3569090","title":"Function-Structural Interaction With Progressive and Multi-Level Feature Fusion for ADHD Classification","display_name":"Function-Structural Interaction With Progressive and Multi-Level Feature Fusion for ADHD Classification","publication_year":2025,"publication_date":"2025-05-12","ids":{"openalex":"https://openalex.org/W4410294892","doi":"https://doi.org/10.1109/jbhi.2025.3569090","pmid":"https://pubmed.ncbi.nlm.nih.gov/40354203"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2025.3569090","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2025.3569090","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/A5013771601","display_name":"Chunhong Cao","orcid":null},"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"],"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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005840310","display_name":"Xingxing Li","orcid":"https://orcid.org/0009-0003-1665-4244"},"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"],"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"]}]},{"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"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MOE Key Laboratory of Intelligent Computing and Information Processing, Xiangtan University, Xiangtan, China","institution_ids":["https://openalex.org/I4610292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004517379","display_name":"Xiaolong Chen","orcid":"https://orcid.org/0000-0002-1040-1655"},"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":"Xiaolong Chen","raw_affiliation_strings":["MOE Key Laboratory of Intelligent Computing and Information Processing, Xiangtan University, Xiangtan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MOE Key Laboratory of Intelligent Computing and Information Processing, Xiangtan University, Xiangtan, China","institution_ids":["https://openalex.org/I4610292"]}]},{"author_position":"last","author":{"id":null,"display_name":"Xieping Gao","orcid":"https://orcid.org/0000-0001-7511-9418"},"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":3.2009,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.91157328,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"29","issue":"10","first_page":"7568","last_page":"7578"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9294000267982483,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9294000267982483,"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/computer-science","display_name":"Computer science","score":0.5824137926101685},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5723288059234619},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4884149432182312},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47018328309059143},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4640369415283203},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4294127821922302}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5824137926101685},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5723288059234619},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4884149432182312},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47018328309059143},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4640369415283203},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4294127821922302},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":"Q000503","qualifier_name":"physiopathology","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":"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":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","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":"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":"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":"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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2025.3569090","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2025.3569090","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:40354203","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40354203","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/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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1981786093","https://openalex.org/W2027299889","https://openalex.org/W2042644970","https://openalex.org/W2053635287","https://openalex.org/W2061637100","https://openalex.org/W2078152479","https://openalex.org/W2122457251","https://openalex.org/W2131578768","https://openalex.org/W2147561496","https://openalex.org/W2337323496","https://openalex.org/W2560647685","https://openalex.org/W2762517398","https://openalex.org/W2789459711","https://openalex.org/W2809290718","https://openalex.org/W2904693133","https://openalex.org/W2913189290","https://openalex.org/W2944650956","https://openalex.org/W2950568021","https://openalex.org/W2973007151","https://openalex.org/W2998651304","https://openalex.org/W3007878073","https://openalex.org/W3036269168","https://openalex.org/W3044779191","https://openalex.org/W3137770446","https://openalex.org/W3201799470","https://openalex.org/W4210582130","https://openalex.org/W4214947098","https://openalex.org/W4226005254","https://openalex.org/W4285255154","https://openalex.org/W4291653448","https://openalex.org/W4296301763","https://openalex.org/W4298326836","https://openalex.org/W4309099372","https://openalex.org/W4309631262","https://openalex.org/W4310641394","https://openalex.org/W4313229732","https://openalex.org/W4321194469","https://openalex.org/W4366525307","https://openalex.org/W4384818245","https://openalex.org/W4385216024","https://openalex.org/W4386171979","https://openalex.org/W4386561400","https://openalex.org/W4401009333","https://openalex.org/W4401338748"],"related_works":["https://openalex.org/W3147584709","https://openalex.org/W2099421762","https://openalex.org/W2530546662","https://openalex.org/W2967030268","https://openalex.org/W2977677679","https://openalex.org/W2185253430","https://openalex.org/W1992327129","https://openalex.org/W4210345652","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Individuals":[0],"with":[1,133,284],"Attention":[2],"Deficit":[3],"Hyperactivity":[4],"Disorder":[5],"(ADHD)":[6],"exhibit":[7],"intricate":[8],"structural":[9,73],"and":[10,28,42,72,113,135,188,204,248,260,276],"functional":[11,71],"interconnectivity":[12],"across":[13,163],"multiple":[14],"brain":[15,26,30,40,60,118,191,202,211,218,253,279],"regions.":[16,31,192],"These":[17],"patients":[18],"demonstrate":[19,264],"abnormal":[20,39,115,190,201],"alterations":[21,49,116,199],"in":[22,117,270],"both":[23,111,186],"respective":[24],"modal":[25,167],"regions":[27,57,119,203,280],"co-occurrent":[29,114,189,277],"Furthermore,":[32],"there":[33],"exist":[34],"multi-level":[35,136,176],"relationships":[36,207],"between":[37,47],"these":[38],"structures":[41],"functions,":[43],"encompassing":[44],"hierarchical":[45,53,122,206],"interactions":[46],"function-structural":[48,129,151,198],"as":[50,52],"well":[51],"progression":[54,123],"from":[55,208],"local":[56,209],"to":[58,90,97,108,156,181,210,225,244],"broader":[59],"networks.":[61],"However,":[62],"most":[63],"existing":[64],"multi-modal":[65,131],"ADHD":[66,106,141,271],"classification":[67,107,272],"approaches":[68,88],"independently":[69],"embed":[70],"data":[74],"into":[75],"separate":[76],"spaces":[77],"for":[78,105,140],"information":[79,162],"integration,":[80],"often":[81],"predominately":[82],"focusing":[83],"on":[84,257],"uni-modal":[85,112,275],"features.":[86],"This":[87,125,193],"lead":[89],"a":[91,128,214,245],"significant":[92],"loss":[93,228],"of":[94,161,185,200,217,229,240,251],"features":[95],"related":[96],"functiona-structural":[98],"interaction":[99,130,152],"relationships.":[100,124],"Additionally,":[101],"it":[102],"is":[103,154,179],"crucial":[104],"accurately":[109],"identify":[110],"which":[120],"have":[121],"study":[126],"proposes":[127],"network":[132],"progressive":[134,194,238],"feature":[137,168,222],"fusion":[138,223],"(FSIPM)":[139],"classification.":[142],"The":[143],"main":[144],"contributions":[145],"are":[146,282],"threefold:":[147],"1)":[148],"An":[149],"innovative":[150],"method":[153],"proposed":[155],"facilitate":[157],"the":[158,183,197,205,227,237,241,258],"mutual":[159],"regulation":[160],"modalities,":[164],"thereby":[165],"relieving":[166],"bias":[169],"caused":[170,231],"by":[171,232],"integrated":[172],"fusion.":[173],"2)":[174],"A":[175],"refinement":[177],"framework":[178],"designed":[180],"promote":[182],"identification":[184],"individual":[187],"approach":[195],"models":[196],"networks,":[212],"ensuring":[213],"deeper":[215],"understanding":[216],"abnormalities.":[219],"3)":[220],"Multi-level":[221],"aims":[224],"minimize":[226],"details":[230],"consecutive":[233],"sampling":[234],"operations":[235],"during":[236],"process":[239],"network,":[242],"contributing":[243],"more":[246],"accurate":[247],"nuanced":[249],"representation":[250],"ADHD-related":[252],"alterations.":[254],"Experimental":[255],"results":[256],"ADHD-200":[259],"ABIDE":[261],"I":[262],"datasets":[263],"that":[265,281],"FSIPM":[266],"achieves":[267],"competitive":[268],"performance":[269],"while":[273],"revealing":[274],"altered":[278],"consistent":[283],"clinical":[285],"findings.":[286]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
