{"id":"https://openalex.org/W4411551587","doi":"https://doi.org/10.1109/tbme.2025.3582269","title":"A Multi-Modality Fusion Model Based on Dual-Task Measurement for the Automatic Detection of Early-Stage Cognitive Impairment","display_name":"A Multi-Modality Fusion Model Based on Dual-Task Measurement for the Automatic Detection of Early-Stage Cognitive Impairment","publication_year":2025,"publication_date":"2025-06-23","ids":{"openalex":"https://openalex.org/W4411551587","doi":"https://doi.org/10.1109/tbme.2025.3582269","pmid":"https://pubmed.ncbi.nlm.nih.gov/40549514"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2025.3582269","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2025.3582269","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"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 Transactions on Biomedical Engineering","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/A5002148629","display_name":"Shuqiong Wu","orcid":"https://orcid.org/0000-0003-1501-9719"},"institutions":[{"id":"https://openalex.org/I4210110027","display_name":"Sanken Electric (Japan)","ror":"https://ror.org/01v07hj96","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210110027"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Shuqiong Wu","raw_affiliation_strings":["SANKEN, The University of Osaka, Ibaraki, Osaka, Japan","SANKEN, Osaka University, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0003-1501-9719","affiliations":[{"raw_affiliation_string":"SANKEN, The University of Osaka, Ibaraki, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"SANKEN, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I4210110027","https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019874125","display_name":"Jiaqing Liu","orcid":"https://orcid.org/0000-0002-5340-7053"},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jiaqing Liu","raw_affiliation_strings":["Ritsumeikan University, Japan","Ritsumeikan University, Ibaraki, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0002-5340-7053","affiliations":[{"raw_affiliation_string":"Ritsumeikan University, Japan","institution_ids":["https://openalex.org/I135768898"]},{"raw_affiliation_string":"Ritsumeikan University, Ibaraki, Osaka, Japan","institution_ids":["https://openalex.org/I135768898"]}]},{"author_position":"middle","author":{"id":null,"display_name":"\u00c1kos God\u00f3","orcid":"https://orcid.org/0000-0001-6227-4611"},"institutions":[{"id":"https://openalex.org/I4210110027","display_name":"Sanken Electric (Japan)","ror":"https://ror.org/01v07hj96","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210110027"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"\u00c1kos God\u00f3","raw_affiliation_strings":["SANKEN, The University of Osaka, Japan","SANKEN, Osaka University, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0001-6227-4611","affiliations":[{"raw_affiliation_string":"SANKEN, The University of Osaka, Japan","institution_ids":["https://openalex.org/I4210110027"]},{"raw_affiliation_string":"SANKEN, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I4210110027","https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069226668","display_name":"Fumio Okura","orcid":"https://orcid.org/0000-0001-7595-1300"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Fumio Okura","raw_affiliation_strings":["Graduate School of Information Science and Technology, Osaka University, Japan","Graduate School of Information Science and Technology, Osaka University, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0001-7595-1300","affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Osaka University, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Graduate School of Information Science and Technology, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067446953","display_name":"Manabu Ikeda","orcid":"https://orcid.org/0000-0003-3060-5281"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Manabu Ikeda","raw_affiliation_strings":["Department of Psychiatry, Graduate School of Medicine, Osaka University, Japan","Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Graduate School of Medicine, Osaka University, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101532585","display_name":"Shunsuke Sato","orcid":null},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shunsuke Sato","raw_affiliation_strings":["Department of Psychiatry, Graduate School of Medicine, Osaka University, Japan","Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0002-1378-4428","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Graduate School of Medicine, Osaka University, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102921460","display_name":"Maki Suzuki","orcid":"https://orcid.org/0000-0003-4777-4110"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Maki Suzuki","raw_affiliation_strings":["Department of Behavioral Neurology and Neuropsychiatry, United Graduate School of Child Development, Osaka University, Japan","Department of Behavioral Neurology and Neuropsychiatry, United Graduate School of Child Development, Osaka University, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0003-4777-4110","affiliations":[{"raw_affiliation_string":"Department of Behavioral Neurology and Neuropsychiatry, United Graduate School of Child Development, Osaka University, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Department of Behavioral Neurology and Neuropsychiatry, United Graduate School of Child Development, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006498606","display_name":"Yuto Satake","orcid":"https://orcid.org/0000-0002-9350-3162"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuto Satake","raw_affiliation_strings":["Department of Psychiatry, Graduate School of Medicine, Osaka University, Japan","Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Graduate School of Medicine, Osaka University, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009607973","display_name":"Daiki Taomoto","orcid":"https://orcid.org/0009-0006-0578-2517"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Daiki Taomoto","raw_affiliation_strings":["Department of Psychiatry, Graduate School of Medicine, Osaka University, Japan","Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, Japan"],"raw_orcid":"https://orcid.org/0009-0006-0578-2517","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Graduate School of Medicine, Osaka University, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013417778","display_name":"Masahiro Hata","orcid":"https://orcid.org/0000-0003-3837-1504"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masahiro Hata","raw_affiliation_strings":["Department of Psychiatry, Graduate School of Medicine, Osaka University, Japan","Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0003-3837-1504","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Graduate School of Medicine, Osaka University, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040773064","display_name":"Yasushi Yagi","orcid":"https://orcid.org/0000-0002-3546-8071"},"institutions":[{"id":"https://openalex.org/I4210110027","display_name":"Sanken Electric (Japan)","ror":"https://ror.org/01v07hj96","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210110027"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yasushi Yagi","raw_affiliation_strings":["SANKEN, The University of Osaka, Japan","Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0002-3546-8071","affiliations":[{"raw_affiliation_string":"SANKEN, The University of Osaka, Japan","institution_ids":["https://openalex.org/I4210110027"]},{"raw_affiliation_string":"Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5002148629"],"corresponding_institution_ids":["https://openalex.org/I4210110027","https://openalex.org/I98285908"],"apc_list":null,"apc_paid":null,"fwci":1.2695,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.79866293,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"73","issue":"1","first_page":"333","last_page":"344"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.4390999972820282,"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":0.4390999972820282,"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":0.32820001244544983,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.014399999752640724,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/modality","display_name":"Modality (human\u2013computer interaction)","score":0.694915235042572},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6481797695159912},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5947294235229492},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.5934433937072754},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4761395752429962},{"id":"https://openalex.org/keywords/cognitive-impairment","display_name":"Cognitive impairment","score":0.4757225811481476},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4695984125137329},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43957725167274475},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.4274172782897949},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.4150456190109253},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.413437157869339},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.25342196226119995},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23040157556533813},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.15756270289421082},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.12319833040237427}],"concepts":[{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.694915235042572},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6481797695159912},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5947294235229492},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.5934433937072754},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4761395752429962},{"id":"https://openalex.org/C2984915365","wikidata":"https://www.wikidata.org/wiki/Q5141203","display_name":"Cognitive impairment","level":3,"score":0.4757225811481476},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4695984125137329},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43957725167274475},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.4274172782897949},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.4150456190109253},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.413437157869339},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.25342196226119995},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23040157556533813},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.15756270289421082},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.12319833040237427},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","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":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"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":"D005684","descriptor_name":"Gait","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"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":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060825","descriptor_name":"Cognitive Dysfunction","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D060825","descriptor_name":"Cognitive Dysfunction","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D060825","descriptor_name":"Cognitive Dysfunction","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D060825","descriptor_name":"Cognitive Dysfunction","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tbme.2025.3582269","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2025.3582269","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"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 Transactions on Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:40549514","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40549514","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 transactions on bio-medical engineering","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5848184028","display_name":null,"funder_award_id":"JP25uk1024001","funder_id":"https://openalex.org/F4320311405","funder_display_name":"Japan Agency for Medical Research and Development"}],"funders":[{"id":"https://openalex.org/F4320311405","display_name":"Japan Agency for Medical Research and Development","ror":"https://ror.org/004rtk039"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1540867497","https://openalex.org/W1847168837","https://openalex.org/W1955106674","https://openalex.org/W1975277950","https://openalex.org/W1990207779","https://openalex.org/W1996021349","https://openalex.org/W2053407662","https://openalex.org/W2115017507","https://openalex.org/W2132190158","https://openalex.org/W2139713457","https://openalex.org/W2165758561","https://openalex.org/W2582524520","https://openalex.org/W2620896376","https://openalex.org/W2623521763","https://openalex.org/W2736307756","https://openalex.org/W2797937217","https://openalex.org/W2889326414","https://openalex.org/W2963076818","https://openalex.org/W3082825957","https://openalex.org/W3150267078","https://openalex.org/W3181969319","https://openalex.org/W3200456950","https://openalex.org/W3212910565","https://openalex.org/W4200321690","https://openalex.org/W4206407255","https://openalex.org/W4224291235","https://openalex.org/W4225113988","https://openalex.org/W4295444210","https://openalex.org/W4361288799","https://openalex.org/W4386850951","https://openalex.org/W4389365560","https://openalex.org/W4389542258","https://openalex.org/W4390204095","https://openalex.org/W4392309252","https://openalex.org/W4395072772","https://openalex.org/W4398783523","https://openalex.org/W4406476337"],"related_works":["https://openalex.org/W2385859805","https://openalex.org/W2530972254","https://openalex.org/W2374013449","https://openalex.org/W73545470","https://openalex.org/W2364381299","https://openalex.org/W2374430585","https://openalex.org/W2132659060","https://openalex.org/W2031992971","https://openalex.org/W3214791684","https://openalex.org/W2152662039"],"abstract_inverted_index":{"OBJECTIVE:":[0],"The":[1,139,156,208,221],"aim":[2],"of":[3,54,145,170,216,231,241],"this":[4,46],"research":[5],"is":[6,24],"to":[7,98,114,133,236],"develop":[8],"a":[9,37,42,50,65,89,186],"simple":[10],"automated":[11],"screening":[12],"approach":[13,23,158,184],"for":[14,203],"early-stage":[15,204],"cognitive":[16,43,58,80,101,205,232],"impairment":[17,206],"with":[18,41,93,180],"high":[19],"performance.":[20],"METHOD:":[21],"Our":[22],"based":[25],"on":[26],"the":[27,74,119,128,143,147,152,212,217,237],"dual-task":[28,51],"paradigm,":[29],"where":[30],"individuals":[31],"perform":[32],"two":[33],"tasks":[34,81],"simultaneously,":[35],"typically":[36],"physical":[38],"task":[39],"combined":[40],"task.":[44],"In":[45,106],"study,":[47],"we":[48,87,110],"developed":[49],"system":[52],"capable":[53],"collecting":[55],"gait":[56,78],"data,":[57],"scores,":[59,102],"and":[60,79,103,151,175,191,214,239],"EEG":[61,69,104],"(electroencephalography)":[62],"signals":[63],"within":[64],"single":[66],"five-minute":[67],"measurement.":[68],"data":[70],"were":[71],"recorded":[72],"while":[73],"individual":[75],"performs":[76],"both":[77,146],"simultaneously.":[82],"To":[83],"improve":[84],"overall":[85,168],"accuracy,":[86],"introduced":[88],"novel":[90],"fusion":[91,108,149,201],"algorithm":[92],"an":[94,167,198],"innovative":[95],"loss":[96,125,154],"function":[97,126],"integrate":[99],"gait,":[100],"modalities.":[105,121],"our":[107,123,183],"model,":[109],"employ":[111],"cross-attention":[112],"mechanisms":[113],"capture":[115],"implicit":[116],"relationships":[117],"among":[118],"three":[120],"Furthermore,":[122,178],"proposed":[124,148,157,218,222],"minimizes":[127],"overlap":[129],"between":[130],"different":[131],"modalities":[132],"maximize":[134],"their":[135],"complementary":[136],"contributions.":[137],"RESULTS:":[138],"experimental":[140,209],"results":[141,210],"validate":[142],"effectiveness":[144],"model":[150],"new":[153],"function.":[155],"outperforms":[159],"existing":[160],"methods":[161],"in":[162],"nearly":[163],"all":[164],"conditions,":[165],"achieving":[166],"performance":[169],"AUC:":[171],"0.9845,":[172],"sensitivity:":[173],"0.9659,":[174],"specificity:":[176],"0.9535.":[177],"compared":[179],"other":[181],"methods,":[182],"demonstrates":[185],"relatively":[187],"superior":[188],"cross-fold":[189],"stability":[190],"sensitivity-specificity":[192],"balance.":[193],"CONCLUSION:":[194],"This":[195],"study":[196],"presents":[197],"effective":[199],"multi-modality":[200],"framework":[202],"screening.":[207],"confirm":[211],"validity":[213],"robustness":[215],"algorithm.":[219],"SIGNIFICANCE:":[220],"algorithm,":[223],"supported":[224],"by":[225],"comprehensive":[226],"analysis,":[227],"facilitates":[228],"early":[229],"detection":[230],"impairment,":[233],"ultimately":[234],"contributing":[235],"prevention":[238],"treatment":[240],"dementia.":[242]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}