{"id":"https://openalex.org/W7166323089","doi":"https://doi.org/10.1016/j.knosys.2026.116567","title":"UA-TFCAM: An uncertainty-aware tensor fusion co-attention model for multimodal brain-eye cognitive assessment","display_name":"UA-TFCAM: An uncertainty-aware tensor fusion co-attention model for multimodal brain-eye cognitive assessment","publication_year":2026,"publication_date":"2026-06-27","ids":{"openalex":"https://openalex.org/W7166323089","doi":"https://doi.org/10.1016/j.knosys.2026.116567"},"language":"en","primary_location":{"id":"doi:10.1016/j.knosys.2026.116567","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2026.116567","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge-Based Systems","raw_type":"journal-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/A5135181400","display_name":"Shaochang Wang","orcid":"https://orcid.org/0000-0001-9853-9159"},"institutions":[{"id":"https://openalex.org/I4210112448","display_name":"Beijing Anding Hospital","ror":"https://ror.org/021ky1s64","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210112448"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaochang Wang","raw_affiliation_strings":["Capital Medical University Beijing Anding Hospital, No. 5 Ankang Alley, Dewai, Xicheng District, Beijing, 100088, China"],"raw_orcid":"https://orcid.org/0000-0001-9853-9159","affiliations":[{"raw_affiliation_string":"Capital Medical University Beijing Anding Hospital, No. 5 Ankang Alley, Dewai, Xicheng District, Beijing, 100088, China","institution_ids":["https://openalex.org/I4210112448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052917670","display_name":"Dingna Duan","orcid":"https://orcid.org/0000-0002-2678-9789"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dingna Duan","raw_affiliation_strings":["School of Intelligence Science and Technology, University of Science and Technology Beijing, Beijing, 100083, China","The Key Laboratory for Brain Computer Intelligence and Digital Therapy of Hebei Province, University of Science and Technology Beijing, Beijing, 100083, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Intelligence Science and Technology, University of Science and Technology Beijing, Beijing, 100083, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"The Key Laboratory for Brain Computer Intelligence and Digital Therapy of Hebei Province, University of Science and Technology Beijing, Beijing, 100083, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139481845","display_name":"Tzyy-Ping Jung","orcid":null},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]},{"id":"https://openalex.org/I4405263016","display_name":"Swartz Center for Computational Neuroscience","ror":"https://ror.org/01bt2qm76","country_code":"US","type":"facility","lineage":["https://openalex.org/I36258959","https://openalex.org/I4405263016"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tzyy-Ping Jung","raw_affiliation_strings":["With Swartz Center for Computational Neuroscience, University of California, San Diego, CA 92093 USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"With Swartz Center for Computational Neuroscience, University of California, San Diego, CA 92093 USA","institution_ids":["https://openalex.org/I36258959","https://openalex.org/I4405263016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139471296","display_name":"Islem Rekik","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109636","display_name":"NIHR Imperial Biomedical Research Centre","ror":"https://ror.org/01kmhx639","country_code":"GB","type":"facility","lineage":["https://openalex.org/I34931013","https://openalex.org/I4210109636"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Islem Rekik","raw_affiliation_strings":["BASIRA Lab, Imperial-X (I-X) and Department of Computing, Imperial College London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BASIRA Lab, Imperial-X (I-X) and Department of Computing, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984","https://openalex.org/I4210109636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044416074","display_name":"Suhan Cui","orcid":"https://orcid.org/0009-0005-3932-6993"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Suhan Cui","raw_affiliation_strings":["School of Intelligence Science and Technology, University of Science and Technology Beijing, Beijing, 100083, China","The Key Laboratory for Brain Computer Intelligence and Digital Therapy of Hebei Province, University of Science and Technology Beijing, Beijing, 100083, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Intelligence Science and Technology, University of Science and Technology Beijing, Beijing, 100083, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"The Key Laboratory for Brain Computer Intelligence and Digital Therapy of Hebei Province, University of Science and Technology Beijing, Beijing, 100083, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079551966","display_name":"Xianglong Wan","orcid":"https://orcid.org/0000-0001-8094-2863"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianglong Wan","raw_affiliation_strings":["School of Intelligence Science and Technology, University of Science and Technology Beijing, Beijing, 100083, China","The Key Laboratory for Brain Computer Intelligence and Digital Therapy of Hebei Province, University of Science and Technology Beijing, Beijing, 100083, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Intelligence Science and Technology, University of Science and Technology Beijing, Beijing, 100083, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"The Key Laboratory for Brain Computer Intelligence and Digital Therapy of Hebei Province, University of Science and Technology Beijing, Beijing, 100083, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113149394","display_name":"Xueguang Xie","orcid":"https://orcid.org/0000-0002-1660-5691"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueguang Xie","raw_affiliation_strings":["School of Intelligence Science and Technology, University of Science and Technology Beijing, Beijing, 100083, China","The Key Laboratory for Brain Computer Intelligence and Digital Therapy of Hebei Province, University of Science and Technology Beijing, Beijing, 100083, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Intelligence Science and Technology, University of Science and Technology Beijing, Beijing, 100083, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"The Key Laboratory for Brain Computer Intelligence and Digital Therapy of Hebei Province, University of Science and Technology Beijing, Beijing, 100083, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139479500","display_name":"Tiange Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiange Liu","raw_affiliation_strings":["School of Intelligence Science and Technology, University of Science and Technology Beijing, Beijing, 100083, China","The Key Laboratory for Brain Computer Intelligence and Digital Therapy of Hebei Province, University of Science and Technology Beijing, Beijing, 100083, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Intelligence Science and Technology, University of Science and Technology Beijing, Beijing, 100083, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"The Key Laboratory for Brain Computer Intelligence and Digital Therapy of Hebei Province, University of Science and Technology Beijing, Beijing, 100083, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139469557","display_name":"Hao Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I87710204","display_name":"Beijing Sport University","ror":"https://ror.org/03w0k0x36","country_code":"CN","type":"education","lineage":["https://openalex.org/I87710204"]},{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Yu","raw_affiliation_strings":["Sports Department, University of Science and Technology Beijing, Beijing, 100083, China","The Key Laboratory for Brain Computer Intelligence and Digital Therapy of Hebei Province, University of Science and Technology Beijing, Beijing, 100083, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sports Department, University of Science and Technology Beijing, Beijing, 100083, China","institution_ids":["https://openalex.org/I87710204"]},{"raw_affiliation_string":"The Key Laboratory for Brain Computer Intelligence and Digital Therapy of Hebei Province, University of Science and Technology Beijing, Beijing, 100083, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139485242","display_name":"Danyang Li","orcid":null},"institutions":[{"id":"https://openalex.org/I87710204","display_name":"Beijing Sport University","ror":"https://ror.org/03w0k0x36","country_code":"CN","type":"education","lineage":["https://openalex.org/I87710204"]},{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Danyang Li","raw_affiliation_strings":["Sports Department, University of Science and Technology Beijing, Beijing, 100083, China","The Key Laboratory for Brain Computer Intelligence and Digital Therapy of Hebei Province, University of Science and Technology Beijing, Beijing, 100083, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sports Department, University of Science and Technology Beijing, Beijing, 100083, China","institution_ids":["https://openalex.org/I87710204"]},{"raw_affiliation_string":"The Key Laboratory for Brain Computer Intelligence and Digital Therapy of Hebei Province, University of Science and Technology Beijing, Beijing, 100083, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139473033","display_name":"Haiqing Song","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118807","display_name":"Beijing Xuanwu Traditional Chinese Medicine Hospital","ror":"https://ror.org/02yjx5e75","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210118807"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiqing Song","raw_affiliation_strings":["Beijing Xuanwu Hospital, No. 45 Changchun Street, Xicheng District, Beijing, 100053, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Xuanwu Hospital, No. 45 Changchun Street, Xicheng District, Beijing, 100053, China","institution_ids":["https://openalex.org/I4210118807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139509337","display_name":"Jing Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112448","display_name":"Beijing Anding Hospital","ror":"https://ror.org/021ky1s64","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210112448"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Wang","raw_affiliation_strings":["Capital Medical University Beijing Anding Hospital, No. 5 Ankang Alley, Dewai, Xicheng District, Beijing, 100088, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Capital Medical University Beijing Anding Hospital, No. 5 Ankang Alley, Dewai, Xicheng District, Beijing, 100088, China","institution_ids":["https://openalex.org/I4210112448"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028291712","display_name":"Wen Dong","orcid":"https://orcid.org/0000-0001-5223-3699"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dong Wen","raw_affiliation_strings":["School of Intelligence Science and Technology, University of Science and Technology Beijing, Beijing, 100083, China","The Key Laboratory for Brain Computer Intelligence and Digital Therapy of Hebei Province, University of Science and Technology Beijing, Beijing, 100083, China"],"raw_orcid":"https://orcid.org/0000-0001-5223-3699","affiliations":[{"raw_affiliation_string":"School of Intelligence Science and Technology, University of Science and Technology Beijing, Beijing, 100083, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"The Key Laboratory for Brain Computer Intelligence and Digital Therapy of Hebei Province, University of Science and Technology Beijing, Beijing, 100083, China","institution_ids":["https://openalex.org/I92403157"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5028291712"],"corresponding_institution_ids":["https://openalex.org/I92403157"],"apc_list":{"value":3130,"currency":"USD","value_usd":3130},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.84444444,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"350","issue":null,"first_page":"116567","last_page":"116567"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.603600025177002,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.603600025177002,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.11240000277757645,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.06080000102519989,"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/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3718999922275543},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.3522000014781952},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.30219998955726624},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.3012999892234802},{"id":"https://openalex.org/keywords/cognitive-assessment-system","display_name":"Cognitive Assessment System","score":0.27239999175071716}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5928000211715698},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5217000246047974},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3718999922275543},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.3522000014781952},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.30219998955726624},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.3012999892234802},{"id":"https://openalex.org/C117812244","wikidata":"https://www.wikidata.org/wiki/Q5141157","display_name":"Cognitive Assessment System","level":4,"score":0.27239999175071716},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.26330000162124634},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.26330000162124634},{"id":"https://openalex.org/C2986737658","wikidata":"https://www.wikidata.org/wiki/Q30103009","display_name":"Tensor decomposition","level":3,"score":0.2563999891281128}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.knosys.2026.116567","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2026.116567","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge-Based Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"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":56,"referenced_works":["https://openalex.org/W2002055708","https://openalex.org/W2790404832","https://openalex.org/W2975376327","https://openalex.org/W3004996877","https://openalex.org/W3009079392","https://openalex.org/W3136660982","https://openalex.org/W3140416091","https://openalex.org/W3159301005","https://openalex.org/W3194668998","https://openalex.org/W3205613568","https://openalex.org/W4220728439","https://openalex.org/W4221137655","https://openalex.org/W4225788814","https://openalex.org/W4285248692","https://openalex.org/W4285492034","https://openalex.org/W4286579687","https://openalex.org/W4291652904","https://openalex.org/W4293378570","https://openalex.org/W4319812788","https://openalex.org/W4321479797","https://openalex.org/W4323033563","https://openalex.org/W4387068017","https://openalex.org/W4388347805","https://openalex.org/W4388574325","https://openalex.org/W4389296029","https://openalex.org/W4390399638","https://openalex.org/W4391345167","https://openalex.org/W4393580111","https://openalex.org/W4394582406","https://openalex.org/W4394589847","https://openalex.org/W4398242714","https://openalex.org/W4400020302","https://openalex.org/W4400314837","https://openalex.org/W4400406687","https://openalex.org/W4400487981","https://openalex.org/W4400770879","https://openalex.org/W4400781446","https://openalex.org/W4403054523","https://openalex.org/W4403285421","https://openalex.org/W4404490147","https://openalex.org/W4405926242","https://openalex.org/W4406083632","https://openalex.org/W4406225575","https://openalex.org/W4406691765","https://openalex.org/W4407572492","https://openalex.org/W4410292008","https://openalex.org/W4410457004","https://openalex.org/W4411439515","https://openalex.org/W4411787321","https://openalex.org/W4411801112","https://openalex.org/W4412465100","https://openalex.org/W4414412549","https://openalex.org/W7116860203","https://openalex.org/W7117361161","https://openalex.org/W7133219428","https://openalex.org/W7154998163"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-16T13:24:37.021932","created_date":"2026-06-28T00:00:00"}
