{"id":"https://openalex.org/W4390970082","doi":"https://doi.org/10.1109/bibm58861.2023.10385487","title":"Multi-view Brain Networks Construction for Alzheimer\u2019s Disease Diagnosis","display_name":"Multi-view Brain Networks Construction for Alzheimer\u2019s Disease Diagnosis","publication_year":2023,"publication_date":"2023-12-05","ids":{"openalex":"https://openalex.org/W4390970082","doi":"https://doi.org/10.1109/bibm58861.2023.10385487"},"language":"en","primary_location":{"id":"doi:10.1109/bibm58861.2023.10385487","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm58861.2023.10385487","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"article","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/A5016666403","display_name":"Yuefeng Ma","orcid":"https://orcid.org/0000-0002-5245-8510"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuefeng Ma","raw_affiliation_strings":["Qufu Normal University,The School of Computer Science,Rizhao,China","The School of Computer Science, Qufu Normal University, Rizhao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qufu Normal University,The School of Computer Science,Rizhao,China","institution_ids":["https://openalex.org/I202126657"]},{"raw_affiliation_string":"The School of Computer Science, Qufu Normal University, Rizhao, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100416052","display_name":"Tengfei Zhang","orcid":"https://orcid.org/0009-0005-7761-2309"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tengfei Zhang","raw_affiliation_strings":["Qufu Normal University,The School of Computer Science,Rizhao,China","The School of Computer Science, Qufu Normal University, Rizhao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qufu Normal University,The School of Computer Science,Rizhao,China","institution_ids":["https://openalex.org/I202126657"]},{"raw_affiliation_string":"The School of Computer Science, Qufu Normal University, Rizhao, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039284219","display_name":"Zeqi Wu","orcid":"https://orcid.org/0000-0003-4248-3453"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeqi Wu","raw_affiliation_strings":["Qufu Normal University,The School of Computer Science,Rizhao,China","The School of Computer Science, Qufu Normal University, Rizhao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qufu Normal University,The School of Computer Science,Rizhao,China","institution_ids":["https://openalex.org/I202126657"]},{"raw_affiliation_string":"The School of Computer Science, Qufu Normal University, Rizhao, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017346748","display_name":"Xiaochen Mu","orcid":null},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaochen Mu","raw_affiliation_strings":["Qufu Normal University,The School of Computer Science,Rizhao,China","The School of Computer Science, Qufu Normal University, Rizhao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qufu Normal University,The School of Computer Science,Rizhao,China","institution_ids":["https://openalex.org/I202126657"]},{"raw_affiliation_string":"The School of Computer Science, Qufu Normal University, Rizhao, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020649203","display_name":"Xun Liang","orcid":"https://orcid.org/0000-0002-3431-5954"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xun Liang","raw_affiliation_strings":["Renmin University,The School of Information,Beijing,China","The School of Information, Renmin University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Renmin University,The School of Information,Beijing,China","institution_ids":["https://openalex.org/I78988378"]},{"raw_affiliation_string":"The School of Information, Renmin University, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111113885","display_name":"Lanzhen Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lanzhen Guo","raw_affiliation_strings":["Qufu Normal University,The School of Computer Science,Rizhao,China","The School of Computer Science, Qufu Normal University, Rizhao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qufu Normal University,The School of Computer Science,Rizhao,China","institution_ids":["https://openalex.org/I202126657"]},{"raw_affiliation_string":"The School of Computer Science, Qufu Normal University, Rizhao, China","institution_ids":["https://openalex.org/I202126657"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1502,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.7804529,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"889","last_page":"892"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9987999796867371,"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":0.9987999796867371,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9939000010490417,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9916999936103821,"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":0.599676787853241},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.512155294418335},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2071613073348999},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.10459786653518677}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.599676787853241},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.512155294418335},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2071613073348999},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.10459786653518677}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm58861.2023.10385487","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm58861.2023.10385487","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W195150910","https://openalex.org/W569478347","https://openalex.org/W1930624869","https://openalex.org/W1981976602","https://openalex.org/W2009494091","https://openalex.org/W2058046532","https://openalex.org/W2104048700","https://openalex.org/W2141278204","https://openalex.org/W2329148842","https://openalex.org/W2337323496","https://openalex.org/W2798438349","https://openalex.org/W2960505072","https://openalex.org/W3199008037","https://openalex.org/W4206714166","https://openalex.org/W4211050998","https://openalex.org/W4256202811","https://openalex.org/W6726873649"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Alzheimer\u2019s":[0,194],"disease":[1,7,168],"(AD)":[2],"is":[3,125],"a":[4,10,25,77,113],"progressive":[5],"neurodegenerative":[6],"which":[8,83],"has":[9],"serious":[11],"impact":[12],"on":[13,40,88,128],"patients\u2019":[14],"daily":[15],"lives.":[16],"Early":[17],"detection,":[18],"diagnosis":[19],"and":[20,110,165,200,213],"treatment":[21],"of":[22,44,91,101,105,179,186],"AD":[23,69,95,212],"remain":[24],"major":[26],"challenge":[27],"in":[28,190,210],"clinical":[29],"practice.":[30],"Current":[31],"methods":[32],"typically":[33],"construct":[34],"brain":[35,79,85,122],"functionally":[36],"connectivity":[37,123],"networks":[38],"based":[39,87,127],"similarities":[41,61],"between":[42,131],"regions":[43],"interest":[45],"(ROIs)":[46],"for":[47,68,94,154,167],"each":[48,158],"individual,":[49],"neglecting":[50],"the":[51,89,98,102,117,121,129,132,177,184,187,191,201],"potential":[52],"information":[53],"from":[54],"identical":[55,63,92],"ROIs.":[56],"We":[57],"contend":[58],"that":[59,204],"considering":[60],"among":[62],"ROIs":[64,93,104,156],"holds":[65],"crucial":[66],"implications":[67],"classification.":[70],"To":[71,175],"address":[72],"this":[73,136],"issue,":[74],"we":[75,182],"propose":[76],"multi-view":[78],"network":[80,86,124,138,142],"construction":[81],"method,":[82,181],"constructs":[84],"similarity":[90,130],"diagnosis.":[96],"Firstly,":[97],"time":[99,133],"series":[100],"same":[103],"all":[106,155],"subjects":[107],"are":[108,152],"extracted":[109,153],"recombined":[111],"into":[112,161],"new":[114],"set.":[115],"For":[116],"newly":[118],"composed":[119],"set":[120],"obtained":[126],"series.":[134],"Next,":[135],"constructed":[137],"undergoes":[139],"graph":[140],"convolutional":[141],"(GCN)":[143],"processing":[144],"to":[145,216],"produce":[146],"node":[147],"embeddings.":[148],"Finally,":[149],"these":[150],"embeddings":[151],"within":[157],"subject,":[159],"converted":[160],"one-dimensional":[162],"feature":[163],"vectors,":[164],"utilized":[166],"detection":[169],"with":[170],"support":[171],"vector":[172],"machine":[173],"(SVM).":[174],"demonstrate":[176],"effectiveness":[178],"our":[180,205],"evaluate":[183],"performance":[185,209],"proposed":[188],"method":[189,206],"widely":[192],"recognized":[193],"Disease":[195],"Neuroimaging":[196],"Initiative":[197],"(ADNI)":[198],"database,":[199],"results":[202],"show":[203],"exhibits":[207],"higher":[208],"identifying":[211],"MCI":[214],"compared":[215],"existing":[217],"methods.":[218]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
