{"id":"https://openalex.org/W4389365560","doi":"https://doi.org/10.1016/j.neunet.2023.12.009","title":"A deep learning model for the detection of various dementia and MCI pathologies based on resting-state electroencephalography data: A retrospective multicentre study","display_name":"A deep learning model for the detection of various dementia and MCI pathologies based on resting-state electroencephalography data: A retrospective multicentre study","publication_year":2023,"publication_date":"2023-12-06","ids":{"openalex":"https://openalex.org/W4389365560","doi":"https://doi.org/10.1016/j.neunet.2023.12.009","pmid":"https://pubmed.ncbi.nlm.nih.gov/38101292"},"language":"en","primary_location":{"id":"doi:10.1016/j.neunet.2023.12.009","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neunet.2023.12.009","pdf_url":null,"source":{"id":"https://openalex.org/S123019304","display_name":"Neural Networks","issn_l":"0893-6080","issn":["0893-6080","1879-2782"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.neunet.2023.12.009","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028091589","display_name":"Yusuke Watanabe","orcid":"https://orcid.org/0000-0001-9541-6073"},"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":"Yusuke Watanabe","raw_affiliation_strings":["Institute for Advanced Co-creation Studies, Osaka University, Osaka, Japan","Institute for Advanced Cocreation Studies, Osaka University, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0001-9541-6073","affiliations":[{"raw_affiliation_string":"Institute for Advanced Co-creation Studies, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Institute for Advanced Cocreation Studies, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010219690","display_name":"Yuki Miyazaki","orcid":"https://orcid.org/0000-0003-4952-0886"},"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":"Yuki Miyazaki","raw_affiliation_strings":["Department of Psychiatry, Osaka University Graduate School of Medicine, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Osaka University Graduate School of Medicine, 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, Osaka University Graduate School of Medicine, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0003-3837-1504","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Osaka University Graduate School of Medicine, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022807823","display_name":"Ryohei Fukuma","orcid":"https://orcid.org/0000-0002-3316-9561"},"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":"Ryohei Fukuma","raw_affiliation_strings":["Institute for Advanced Co-creation Studies, Osaka University, Osaka, Japan; Department of Neurosurgery, Osaka University Graduate School of Medicine, Osaka, Japan","Institute for Advanced Cocreation Studies, Osaka University, Osaka, Japan","Department of Neurosurgery, Osaka University Graduate School of Medicine, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0002-3316-9561","affiliations":[{"raw_affiliation_string":"Institute for Advanced Co-creation Studies, Osaka University, Osaka, Japan; Department of Neurosurgery, Osaka University Graduate School of Medicine, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Institute for Advanced Cocreation Studies, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Department of Neurosurgery, Osaka University Graduate School of Medicine, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066668200","display_name":"Yasunori Aoki","orcid":"https://orcid.org/0000-0003-0488-538X"},"institutions":[{"id":"https://openalex.org/I4210154031","display_name":"Nippon Medical School Hospital","ror":"https://ror.org/04y6ges66","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210154031"]},{"id":"https://openalex.org/I4210155576","display_name":"Osaka University Hospital","ror":"https://ror.org/05rnn8t74","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210155576","https://openalex.org/I98285908"]},{"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":"Yasunori Aoki","raw_affiliation_strings":["Department of Psychiatry, Osaka University Graduate School of Medicine, Osaka, Japan; Department of Psychiatry, Nippon Life Hospital, Osaka, Japan","Department of Psychiatry, Nippon Life Hospital, Osaka, Japan","Department of Psychiatry, Osaka University Graduate School of Medicine, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Osaka University Graduate School of Medicine, Osaka, Japan; Department of Psychiatry, Nippon Life Hospital, Osaka, Japan","institution_ids":["https://openalex.org/I4210155576"]},{"raw_affiliation_string":"Department of Psychiatry, Nippon Life Hospital, Osaka, Japan","institution_ids":["https://openalex.org/I4210154031"]},{"raw_affiliation_string":"Department of Psychiatry, Osaka University Graduate School of Medicine, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074874081","display_name":"Hiroaki Kazui","orcid":"https://orcid.org/0000-0002-6838-8406"},"institutions":[{"id":"https://openalex.org/I77063589","display_name":"K\u014dchi University","ror":"https://ror.org/01xxp6985","country_code":"JP","type":"education","lineage":["https://openalex.org/I77063589"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroaki Kazui","raw_affiliation_strings":["Department of Neuropsychiatry, Kochi Medical School, Kochi University, Kochi, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neuropsychiatry, Kochi Medical School, Kochi University, Kochi, Japan","institution_ids":["https://openalex.org/I77063589"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084845331","display_name":"Toshihiko Araki","orcid":"https://orcid.org/0000-0003-3225-418X"},"institutions":[{"id":"https://openalex.org/I4210155576","display_name":"Osaka University Hospital","ror":"https://ror.org/05rnn8t74","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210155576","https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Toshihiko Araki","raw_affiliation_strings":["Department of Medical Technology, Osaka University Hospital, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Technology, Osaka University Hospital, Osaka, Japan","institution_ids":["https://openalex.org/I4210155576"]}]},{"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, Osaka University Graduate School of Medicine, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Osaka University Graduate School of Medicine, 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, Osaka University Graduate School of Medicine, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0002-9350-3162","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Osaka University Graduate School of Medicine, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056125044","display_name":"Takashi Suehiro","orcid":"https://orcid.org/0000-0002-1477-4280"},"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":"Takashi Suehiro","raw_affiliation_strings":["Department of Psychiatry, Osaka University Graduate School of Medicine, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Osaka University Graduate School of Medicine, 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, Osaka University Graduate School of Medicine, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Osaka University Graduate School of Medicine, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024861785","display_name":"Hideki Kanemoto","orcid":"https://orcid.org/0000-0003-3662-1469"},"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":"Hideki Kanemoto","raw_affiliation_strings":["Department of Psychiatry, Osaka University Graduate School of Medicine, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0003-3662-1469","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Osaka University Graduate School of Medicine, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016899794","display_name":"Kenji Yoshiyama","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":"Kenji Yoshiyama","raw_affiliation_strings":["Department of Psychiatry, Osaka University Graduate School of Medicine, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Osaka University Graduate School of Medicine, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007539776","display_name":"Ryouhei Ishii","orcid":"https://orcid.org/0000-0002-4245-0953"},"institutions":[{"id":"https://openalex.org/I317356780","display_name":"Osaka City University","ror":"https://ror.org/02skfsw40","country_code":"JP","type":"education","lineage":["https://openalex.org/I317356780"]},{"id":"https://openalex.org/I4387152983","display_name":"Osaka Metropolitan University","ror":"https://ror.org/01hvx5h04","country_code":"JP","type":"education","lineage":["https://openalex.org/I4387152983"]},{"id":"https://openalex.org/I69740276","display_name":"Tokyo Metropolitan University","ror":"https://ror.org/00ws30h19","country_code":"JP","type":"education","lineage":["https://openalex.org/I69740276"]},{"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":"Ryouhei Ishii","raw_affiliation_strings":["Department of Psychiatry, Osaka University Graduate School of Medicine, Osaka, Japan; Department of Occupational Therapy, Graduate School of Rehabilitation Science, Osaka Metropolitan University, Habikino, Japan","Department of Psychiatry, Osaka University Graduate School of Medicine, Osaka, Japan","Department of Occupational Therapy, Graduate School of Rehabilitation Science, Osaka Metropolitan University, Habikino, Japan"],"raw_orcid":"https://orcid.org/0000-0002-4245-0953","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Osaka University Graduate School of Medicine, Osaka, Japan; Department of Occupational Therapy, Graduate School of Rehabilitation Science, Osaka Metropolitan University, Habikino, Japan","institution_ids":["https://openalex.org/I98285908","https://openalex.org/I317356780"]},{"raw_affiliation_string":"Department of Psychiatry, Osaka University Graduate School of Medicine, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Department of Occupational Therapy, Graduate School of Rehabilitation Science, Osaka Metropolitan University, Habikino, Japan","institution_ids":["https://openalex.org/I69740276","https://openalex.org/I4387152983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042711470","display_name":"Tatsuya Harada","orcid":"https://orcid.org/0000-0002-3712-3691"},"institutions":[{"id":"https://openalex.org/I4210110652","display_name":"RIKEN","ror":"https://ror.org/01sjwvz98","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210110652"]},{"id":"https://openalex.org/I4210126580","display_name":"RIKEN Center for Advanced Intelligence Project","ror":"https://ror.org/03ckxwf91","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210110652","https://openalex.org/I4210126580"]},{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tatsuya Harada","raw_affiliation_strings":["Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo, Japan; RIKEN, Tokyo, Japan","Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo, Japan","RIKEN, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0002-3712-3691","affiliations":[{"raw_affiliation_string":"Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo, Japan; RIKEN, Tokyo, Japan","institution_ids":["https://openalex.org/I4210126580"]},{"raw_affiliation_string":"Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo, Japan","institution_ids":["https://openalex.org/I74801974"]},{"raw_affiliation_string":"RIKEN, Tokyo, Japan","institution_ids":["https://openalex.org/I4210110652"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046288905","display_name":"Haruhiko Kishima","orcid":"https://orcid.org/0000-0002-9041-2337"},"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":"Haruhiko Kishima","raw_affiliation_strings":["Department of Neurosurgery, Osaka University Graduate School of Medicine, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, Osaka University Graduate School of Medicine, 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, Osaka University Graduate School of Medicine, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Osaka University Graduate School of Medicine, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025926397","display_name":"Takufumi Yanagisawa","orcid":"https://orcid.org/0000-0002-2057-0612"},"institutions":[{"id":"https://openalex.org/I317356780","display_name":"Osaka City University","ror":"https://ror.org/02skfsw40","country_code":"JP","type":"education","lineage":["https://openalex.org/I317356780"]},{"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":"Takufumi Yanagisawa","raw_affiliation_strings":["Institute for Advanced Co-creation Studies, Osaka University, Osaka, Japan; Department of Neurosurgery, Osaka University Graduate School of Medicine, Osaka, Japan. Electronic address: tyanagisawa@nsurg.med.osaka-u.ac.jp","Institute for Advanced Cocreation Studies, Osaka University, Osaka, Japan","Department of Neurosurgery, Osaka University Graduate School of Medicine, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0002-2057-0612","affiliations":[{"raw_affiliation_string":"Institute for Advanced Co-creation Studies, Osaka University, Osaka, Japan; Department of Neurosurgery, Osaka University Graduate School of Medicine, Osaka, Japan. Electronic address: tyanagisawa@nsurg.med.osaka-u.ac.jp","institution_ids":["https://openalex.org/I98285908","https://openalex.org/I317356780"]},{"raw_affiliation_string":"Institute for Advanced Cocreation Studies, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Department of Neurosurgery, Osaka University Graduate School of Medicine, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5025926397"],"corresponding_institution_ids":["https://openalex.org/I317356780","https://openalex.org/I98285908"],"apc_list":{"value":3350,"currency":"USD","value_usd":3350},"apc_paid":{"value":3350,"currency":"USD","value_usd":3350},"fwci":3.6521,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.93867208,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"171","issue":null,"first_page":"242","last_page":"250"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998000264167786,"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":0.9998000264167786,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9994000196456909,"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":0.9944000244140625,"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/dementia","display_name":"Dementia","score":0.7474622130393982},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6244001984596252},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5800249576568604},{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.569233775138855},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4168701469898224},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.2998102307319641},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2779650092124939},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.24709516763687134},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.21355155110359192},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.07376927137374878}],"concepts":[{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.7474622130393982},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6244001984596252},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5800249576568604},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.569233775138855},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4168701469898224},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.2998102307319641},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2779650092124939},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.24709516763687134},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.21355155110359192},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.07376927137374878},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020961","descriptor_name":"Lewy Body Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D020961","descriptor_name":"Lewy Body Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D020961","descriptor_name":"Lewy Body Disease","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":"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}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.neunet.2023.12.009","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neunet.2023.12.009","pdf_url":null,"source":{"id":"https://openalex.org/S123019304","display_name":"Neural Networks","issn_l":"0893-6080","issn":["0893-6080","1879-2782"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Networks","raw_type":"journal-article"},{"id":"pmid:38101292","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38101292","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":"Neural networks : the official journal of the International Neural Network Society","raw_type":null}],"best_oa_location":{"id":"doi:10.1016/j.neunet.2023.12.009","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neunet.2023.12.009","pdf_url":null,"source":{"id":"https://openalex.org/S123019304","display_name":"Neural Networks","issn_l":"0893-6080","issn":["0893-6080","1879-2782"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Networks","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.5299999713897705}],"awards":[{"id":"https://openalex.org/G1650937805","display_name":"Enhancement of rehabilitation for spinal cord injury","funder_award_id":"18H04085","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G2338473238","display_name":"The Demonstrative Study on the Utility of Resting-State EEG for the Diagnosis and Prognosis Prediction of Lewy Body Dementia","funder_award_id":"20K16648","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G2573921334","display_name":"Brain network analysis on cognitive rehabilitation for schizophrenia","funder_award_id":"22K11453","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G6091579203","display_name":"Establishment of a magnetoencephalographic method to estimate verbal memory","funder_award_id":"21K07260","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G6796154258","display_name":"Visualizing neural represeantation of mental imagery","funder_award_id":"20H05705","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W85350352","https://openalex.org/W1534513493","https://openalex.org/W1847168837","https://openalex.org/W1983522119","https://openalex.org/W1991952617","https://openalex.org/W2044425149","https://openalex.org/W2071482791","https://openalex.org/W2079970890","https://openalex.org/W2123849757","https://openalex.org/W2129888542","https://openalex.org/W2131092854","https://openalex.org/W2151591509","https://openalex.org/W2336530667","https://openalex.org/W2395579298","https://openalex.org/W2513920758","https://openalex.org/W2514098287","https://openalex.org/W2594064066","https://openalex.org/W2618011341","https://openalex.org/W2623521763","https://openalex.org/W2901182925","https://openalex.org/W2901906577","https://openalex.org/W2924800788","https://openalex.org/W2950845927","https://openalex.org/W2962862931","https://openalex.org/W2981624110","https://openalex.org/W2996177181","https://openalex.org/W2996722826","https://openalex.org/W3008003211","https://openalex.org/W3022225245","https://openalex.org/W3152692563","https://openalex.org/W3164114146","https://openalex.org/W4200531219","https://openalex.org/W4214858088","https://openalex.org/W4226133278","https://openalex.org/W4317469277","https://openalex.org/W6603460400","https://openalex.org/W6703466273","https://openalex.org/W6737947904","https://openalex.org/W6848608319"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W1489783725","https://openalex.org/W2148612803"],"abstract_inverted_index":{"Dementia":[0],"and":[1,20,58,134,149,171,213,236],"mild":[2],"cognitive":[3],"impairment":[4],"(MCI)":[5],"represent":[6],"significant":[7,217],"health":[8],"challenges":[9],"in":[10,37,98],"an":[11],"aging":[12],"population.":[13],"As":[14],"the":[15,25,69,89,143,210,240],"search":[16],"for":[17,44,126,156,165,173,190,229],"noninvasive,":[18],"precise":[19],"accessible":[21],"diagnostic":[22],"methods":[23],"continues,":[24],"efficacy":[26],"of":[27,71,96,124,154,188,204,243],"electroencephalography":[28],"(EEG)":[29],"combined":[30],"with":[31,54,152,185],"deep":[32],"convolutional":[33],"neural":[34],"networks":[35],"(DCNNs)":[36],"varied":[38],"clinical":[39,221],"settings":[40],"remains":[41],"unverified,":[42],"particularly":[43],"pathologies":[45,184],"underlying":[46],"MCI":[47,183,205,235],"such":[48],"as":[49,101,107],"Alzheimer's":[50],"disease":[51],"(AD),":[52],"dementia":[53,201],"Lewy":[55],"bodies":[56],"(DLB)":[57],"idiopathic":[59],"normal-pressure":[60],"hydrocephalus":[61],"(iNPH).":[62],"Addressing":[63],"this":[64],"gap,":[65],"our":[66,224],"study":[67],"evaluates":[68],"generalizability":[70],"a":[72,79,92,186,216,227],"DCNN":[73,90],"trained":[74,198],"on":[75,199],"EEG":[76,232],"data":[77,85,127,157],"from":[78,86,128,158],"single":[80],"hospital":[81],"(Hospital":[82],"#1).":[83],"For":[84],"Hospital":[87,129,137,159,166,174,191],"#1,":[88],"achieved":[91],"balanced":[93],"accuracy":[94],"(bACC)":[95],"0.927":[97],"classifying":[99],"individuals":[100],"healthy":[102],"(n":[103,113,131,139,161,168,176,193],"=":[104,114,132,140,162,169,177,194],"69)":[105],"or":[106,111],"having":[108],"AD,":[109,147],"DLB,":[110,148],"iNPH":[112,150],"188).":[115],"The":[116],"model":[117,144],"demonstrated":[118],"robustness":[119],"across":[120],"institutions,":[121],"maintaining":[122],"bACCs":[123,153],"0.805":[125],"#2":[130,167],"73)":[133],"0.920":[135],"at":[136],"#3":[138,175],"139).":[141,178],"Additionally,":[142,223],"could":[145],"differentiate":[146],"cases":[151,202],"0.572":[155],"#1":[160,192],"188),":[163],"0.619":[164],"70),":[170],"0.508":[172],"Notably,":[179],"it":[180],"also":[181],"identified":[182],"bACC":[187],"0.715":[189],"83),":[195],"despite":[196],"being":[197],"overt":[200],"instead":[203],"cases.":[206],"These":[207],"outcomes":[208],"confirm":[209],"DCNN's":[211],"adaptability":[212],"scalability,":[214],"representing":[215],"stride":[218],"toward":[219],"its":[220],"application.":[222],"findings":[225],"suggest":[226],"potential":[228],"identifying":[230],"shared":[231],"signatures":[233],"between":[234],"dementia,":[237],"contributing":[238],"to":[239],"field's":[241],"understanding":[242],"their":[244],"common":[245],"pathophysiological":[246],"mechanisms.":[247]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":3}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}