{"id":"https://openalex.org/W3028024203","doi":"https://doi.org/10.1109/isbi45749.2020.9098638","title":"Jointly Analyzing Alzheimer's Disease Related Structure-Function Using Deep Cross-Model Attention Network","display_name":"Jointly Analyzing Alzheimer's Disease Related Structure-Function Using Deep Cross-Model Attention Network","publication_year":2020,"publication_date":"2020-04-01","ids":{"openalex":"https://openalex.org/W3028024203","doi":"https://doi.org/10.1109/isbi45749.2020.9098638","mag":"3028024203"},"language":"en","primary_location":{"id":"doi:10.1109/isbi45749.2020.9098638","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi45749.2020.9098638","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"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/A5100388620","display_name":"Lu Zhang","orcid":"https://orcid.org/0000-0002-2335-929X"},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"education","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lu Zhang","raw_affiliation_strings":["Computer Science and Engineering, University of Texas at Arlington, Arlington, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, University of Texas at Arlington, Arlington, TX, USA","institution_ids":["https://openalex.org/I189196454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100336197","display_name":"Li Wang","orcid":"https://orcid.org/0000-0003-2165-0080"},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"education","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Li Wang","raw_affiliation_strings":["Mathematics, University of Texas at Arlington, Arlington, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mathematics, University of Texas at Arlington, Arlington, TX, USA","institution_ids":["https://openalex.org/I189196454"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038582366","display_name":"Dajiang Zhu","orcid":"https://orcid.org/0000-0002-6940-3911"},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"education","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dajiang Zhu","raw_affiliation_strings":["Computer Science and Engineering, University of Texas at Arlington, Arlington, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, University of Texas at Arlington, Arlington, TX, USA","institution_ids":["https://openalex.org/I189196454"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I189196454"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"563","last_page":"567"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9995999932289124,"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":0.9995999932289124,"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/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9977999925613403,"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":0.650592565536499},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5609096884727478},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.5226033329963684},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5182244777679443},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4973013699054718},{"id":"https://openalex.org/keywords/cognitive-impairment","display_name":"Cognitive impairment","score":0.4755782186985016},{"id":"https://openalex.org/keywords/human-connectome-project","display_name":"Human Connectome Project","score":0.4691281318664551},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.45472800731658936},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.45053642988204956},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42798542976379395},{"id":"https://openalex.org/keywords/alzheimers-disease","display_name":"Alzheimer's disease","score":0.41464096307754517},{"id":"https://openalex.org/keywords/connectome","display_name":"Connectome","score":0.4124924838542938},{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.4085041880607605},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2825459837913513},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.23131868243217468},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.1582484245300293}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.650592565536499},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5609096884727478},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.5226033329963684},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5182244777679443},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4973013699054718},{"id":"https://openalex.org/C2984915365","wikidata":"https://www.wikidata.org/wiki/Q5141203","display_name":"Cognitive impairment","level":3,"score":0.4755782186985016},{"id":"https://openalex.org/C97820695","wikidata":"https://www.wikidata.org/wiki/Q387749","display_name":"Human Connectome Project","level":3,"score":0.4691281318664551},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.45472800731658936},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.45053642988204956},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42798542976379395},{"id":"https://openalex.org/C502032728","wikidata":"https://www.wikidata.org/wiki/Q11081","display_name":"Alzheimer's disease","level":3,"score":0.41464096307754517},{"id":"https://openalex.org/C45715564","wikidata":"https://www.wikidata.org/wiki/Q1292103","display_name":"Connectome","level":3,"score":0.4124924838542938},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.4085041880607605},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2825459837913513},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.23131868243217468},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.1582484245300293},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi45749.2020.9098638","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi45749.2020.9098638","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1970261918","https://openalex.org/W1995386242","https://openalex.org/W2007581301","https://openalex.org/W2017794330","https://openalex.org/W2058863159","https://openalex.org/W2064675550","https://openalex.org/W2119848633","https://openalex.org/W2130942839","https://openalex.org/W2131181615","https://openalex.org/W2132587081","https://openalex.org/W2150667092","https://openalex.org/W2157331557","https://openalex.org/W2514763871","https://openalex.org/W2527896982","https://openalex.org/W2582180708","https://openalex.org/W2604525417","https://openalex.org/W2751389312","https://openalex.org/W2769758204","https://openalex.org/W2904900486","https://openalex.org/W2950651700","https://openalex.org/W2963745697","https://openalex.org/W2979706395","https://openalex.org/W4210257598","https://openalex.org/W4297785730","https://openalex.org/W6679436768","https://openalex.org/W6736260935","https://openalex.org/W6743715510"],"related_works":["https://openalex.org/W3136590534","https://openalex.org/W4280586040","https://openalex.org/W2523870064","https://openalex.org/W4298370694","https://openalex.org/W4306360841","https://openalex.org/W3117051909","https://openalex.org/W3126842272","https://openalex.org/W2775079844","https://openalex.org/W4393477281","https://openalex.org/W4393909126"],"abstract_inverted_index":{"Reversing":[0],"the":[1,20,36,88,91,185,193],"pathology":[2],"of":[3,38,56,123],"Alzheimer's":[4],"disease":[5],"(AD)":[6],"has":[7],"so":[8],"far":[9],"not":[10],"been":[11,62],"possible,":[12],"a":[13,47,54,106],"more":[14],"tractable":[15],"way":[16],"may":[17],"be":[18],"having":[19],"intervention":[21],"in":[22,42,50],"its":[23],"earlier":[24],"stage,":[25],"such":[26],"as":[27,35],"mild":[28],"cognitive":[29],"impairment":[30],"(MCI)":[31],"which":[32,136],"is":[33,82,87,121],"considered":[34],"precursor":[37],"AD.":[39],"Recent":[40],"advances":[41],"deep":[43,57,107,157],"learning":[44],"have":[45,61],"triggered":[46],"new":[48],"era":[49],"AD/MCI":[51],"classification":[52,173],"and":[53,59,77,95,117,130],"variety":[55],"models":[58],"algorithms":[60],"developed":[63],"to":[64,112,155,176],"classify":[65],"multiple":[66,131],"clinical":[67],"groups":[68],"(e.g.":[69],"aged":[70],"normal":[71],"control":[72],"-":[73],"CN":[74],"vs.":[75],"MCI)":[76],"AD":[78],"conversion.":[79],"Unfortunately,":[80],"it":[81],"still":[83],"largely":[84],"unknown":[85],"what":[86],"relationship":[89],"between":[90],"altered":[92],"functional":[93,141,188],"connectivity":[94],"structural":[96,145],"connectome":[97],"at":[98],"individual":[99,144],"level.":[100],"In":[101],"this":[102],"work,":[103],"we":[104],"introduced":[105],"cross-model":[108],"attention":[109,133,149],"network":[110],"(DCMAT)":[111],"jointly":[113],"model":[114],"brain":[115,161,196],"structure":[116],"function.":[118],"Specifically,":[119],"DCMAT":[120,170],"composed":[122],"one":[124],"RNN":[125],"(Recurrent":[126],"Neural":[127],"Network)":[128],"layer":[129,150],"graph":[132],"(GAT)":[134],"blocks,":[135],"can":[137],"effectively":[138],"represent":[139],"disease-specific":[140],"dynamics":[142],"on":[143],"network.":[146],"The":[147,168],"designed":[148],"(in":[151],"GAT":[152],"block)":[153],"aims":[154],"learn":[156],"relations":[158],"among":[159],"different":[160],"regions":[162],"when":[163],"differentiating":[164],"MCI":[165,186],"from":[166],"CN.":[167],"proposed":[169],"shows":[171],"promising":[172],"performance":[174],"compared":[175],"recent":[177],"studies.":[178],"More":[179],"importantly,":[180],"our":[181],"results":[182],"suggest":[183],"that":[184],"related":[187],"interactions":[189],"might":[190],"go":[191],"beyond":[192],"directly":[194],"connected":[195],"regions.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
