{"id":"https://openalex.org/W2919418213","doi":"https://doi.org/10.1109/access.2019.2901950","title":"Multimodal Mild Depression Recognition Based on EEG-EM Synchronization Acquisition Network","display_name":"Multimodal Mild Depression Recognition Based on EEG-EM Synchronization Acquisition Network","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2919418213","doi":"https://doi.org/10.1109/access.2019.2901950","mag":"2919418213"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2901950","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2901950","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08653893.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08653893.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032792357","display_name":"Jing Zhu","orcid":"https://orcid.org/0000-0003-3047-287X"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jing Zhu","raw_affiliation_strings":["Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100380058","display_name":"Ying Wang","orcid":"https://orcid.org/0000-0002-1320-1130"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Wang","raw_affiliation_strings":["Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069574039","display_name":"Rong La","orcid":"https://orcid.org/0000-0002-1006-9648"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong La","raw_affiliation_strings":["Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035353000","display_name":"Jiawei Zhan","orcid":null},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawei Zhan","raw_affiliation_strings":["Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038192539","display_name":"Junhong Niu","orcid":null},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junhong Niu","raw_affiliation_strings":["Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114348454","display_name":"Shuai Zeng","orcid":"https://orcid.org/0009-0006-9661-8236"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Zeng","raw_affiliation_strings":["Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007941489","display_name":"Xiping Hu","orcid":"https://orcid.org/0000-0002-4952-699X"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiping Hu","raw_affiliation_strings":["Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5032792357"],"corresponding_institution_ids":["https://openalex.org/I76214153"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.7309,"has_fulltext":true,"cited_by_count":54,"citation_normalized_percentile":{"value":0.83508595,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"7","issue":null,"first_page":"28196","last_page":"28210"},"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":0.9865000247955322,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9778000116348267,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6912256479263306},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.6813028454780579},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6630319356918335},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4534662961959839},{"id":"https://openalex.org/keywords/data-synchronization","display_name":"Data synchronization","score":0.43397092819213867},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3666074573993683},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3336552381515503},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1714109182357788},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1672775149345398},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1505715250968933},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.1360146701335907}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6912256479263306},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.6813028454780579},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6630319356918335},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4534662961959839},{"id":"https://openalex.org/C108734733","wikidata":"https://www.wikidata.org/wiki/Q1172333","display_name":"Data synchronization","level":3,"score":0.43397092819213867},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3666074573993683},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3336552381515503},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1714109182357788},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1672775149345398},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1505715250968933},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.1360146701335907},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1109/access.2019.2901950","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2901950","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08653893.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/298536","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/298536","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:4ea0b0b460ad4d98b1c012241fcd2635","is_oa":true,"landing_page_url":"https://doaj.org/article/4ea0b0b460ad4d98b1c012241fcd2635","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 28196-28210 (2019)","raw_type":"article"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/269761","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/269761","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"\u671f\u520a\u8bba\u6587"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/281445","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/281445","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/293383","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/293383","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/404028","is_oa":false,"landing_page_url":"https://ieeexplore.ieee.org/document/8653893/","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal article (JA)"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2901950","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2901950","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08653893.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.6600000262260437}],"awards":[{"id":"https://openalex.org/G1023919524","display_name":null,"funder_award_id":", Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1561263780","display_name":null,"funder_award_id":"61632014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1624230507","display_name":null,"funder_award_id":"2014CB744600","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1942031031","display_name":null,"funder_award_id":"6121001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1961506110","display_name":null,"funder_award_id":"00001","funder_id":"https://openalex.org/F4320325902","funder_display_name":"Beijing Municipal Science and Technology Commission"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2376276132","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2600183995","display_name":null,"funder_award_id":"2013DFA11140","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2613053508","display_name":null,"funder_award_id":"Z171100000117005","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G2767025539","display_name":null,"funder_award_id":"2013DFA11140","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G2978943334","display_name":null,"funder_award_id":"117005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3028228589","display_name":null,"funder_award_id":"61402211","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3049924514","display_name":null,"funder_award_id":"2014CB74460","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3154820079","display_name":null,"funder_award_id":"61210010","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3236422896","display_name":null,"funder_award_id":"61632014","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3246799608","display_name":null,"funder_award_id":"61210010","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3387701964","display_name":null,"funder_award_id":"lzujbky-2017-it74","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3435950671","display_name":null,"funder_award_id":"and Gr","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3632975512","display_name":null,"funder_award_id":"01170","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3693147287","display_name":null,"funder_award_id":"lzujbky-","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4545754438","display_name":null,"funder_award_id":"Z171100000117005","funder_id":"https://openalex.org/F4320325902","funder_display_name":"Beijing Municipal Science and Technology Commission"},{"id":"https://openalex.org/G4713543433","display_name":null,"funder_award_id":"61402","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5073799558","display_name":null,"funder_award_id":"2014CB744600","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5090266684","display_name":null,"funder_award_id":"2014CB744600","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5169273313","display_name":null,"funder_award_id":"Z1711000001","funder_id":"https://openalex.org/F4320325902","funder_display_name":"Beijing Municipal Science and Technology Commission"},{"id":"https://openalex.org/G5171771356","display_name":null,"funder_award_id":"2014CB","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5205140798","display_name":null,"funder_award_id":"2014CB744600","funder_id":"https://openalex.org/F4320325902","funder_display_name":"Beijing Municipal Science and Technology Commission"},{"id":"https://openalex.org/G5616351183","display_name":null,"funder_award_id":"00000","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5644764193","display_name":null,"funder_award_id":"17005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G571790110","display_name":null,"funder_award_id":"61632014","funder_id":"https://openalex.org/F4320325902","funder_display_name":"Beijing Municipal Science and Technology Commission"},{"id":"https://openalex.org/G5718987927","display_name":null,"funder_award_id":"100000","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6040639042","display_name":null,"funder_award_id":"lzujbky","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G6289350141","display_name":null,"funder_award_id":"61632014","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G6340424713","display_name":null,"funder_award_id":"61210010","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6844051781","display_name":null,"funder_award_id":"00000","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7129907147","display_name":null,"funder_award_id":"(973 Program","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7574658376","display_name":null,"funder_award_id":"61402211","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7843846069","display_name":null,"funder_award_id":"61210010","funder_id":"https://openalex.org/F4320325902","funder_display_name":"Beijing Municipal Science and Technology Commission"},{"id":"https://openalex.org/G8271795025","display_name":null,"funder_award_id":"lzujbky-2017-it75","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8769998179","display_name":null,"funder_award_id":"Z171100000117005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8951484681","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320325902","display_name":"Beijing Municipal Science and Technology Commission","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2919418213.pdf","grobid_xml":"https://content.openalex.org/works/W2919418213.grobid-xml"},"referenced_works_count":86,"referenced_works":["https://openalex.org/W293053378","https://openalex.org/W1514982086","https://openalex.org/W1604767364","https://openalex.org/W1807851515","https://openalex.org/W1897515018","https://openalex.org/W1972322883","https://openalex.org/W1976526581","https://openalex.org/W1988088279","https://openalex.org/W1991033480","https://openalex.org/W1998711164","https://openalex.org/W1999397138","https://openalex.org/W2000567862","https://openalex.org/W2004312650","https://openalex.org/W2012485971","https://openalex.org/W2017337590","https://openalex.org/W2023687307","https://openalex.org/W2025768430","https://openalex.org/W2032139348","https://openalex.org/W2035527955","https://openalex.org/W2036007897","https://openalex.org/W2053099699","https://openalex.org/W2056403322","https://openalex.org/W2056434442","https://openalex.org/W2057829425","https://openalex.org/W2070493638","https://openalex.org/W2075647286","https://openalex.org/W2084242110","https://openalex.org/W2094797124","https://openalex.org/W2095540482","https://openalex.org/W2096081771","https://openalex.org/W2100240292","https://openalex.org/W2100495367","https://openalex.org/W2102715724","https://openalex.org/W2108352543","https://openalex.org/W2109676405","https://openalex.org/W2110116395","https://openalex.org/W2112735526","https://openalex.org/W2117316907","https://openalex.org/W2120240539","https://openalex.org/W2126719297","https://openalex.org/W2139564752","https://openalex.org/W2140190241","https://openalex.org/W2142414500","https://openalex.org/W2155925556","https://openalex.org/W2159045879","https://openalex.org/W2162494996","https://openalex.org/W2164587673","https://openalex.org/W2168505965","https://openalex.org/W2169890707","https://openalex.org/W2184188583","https://openalex.org/W2270987589","https://openalex.org/W2275733078","https://openalex.org/W2407512993","https://openalex.org/W2412208823","https://openalex.org/W2513975684","https://openalex.org/W2521552716","https://openalex.org/W2531569042","https://openalex.org/W2557865186","https://openalex.org/W2558919063","https://openalex.org/W2559501921","https://openalex.org/W2575620527","https://openalex.org/W2593853439","https://openalex.org/W2604843307","https://openalex.org/W2607644382","https://openalex.org/W2698640253","https://openalex.org/W2729555744","https://openalex.org/W2762143655","https://openalex.org/W2777371233","https://openalex.org/W2963454111","https://openalex.org/W3023540311","https://openalex.org/W3142990191","https://openalex.org/W4239510810","https://openalex.org/W6606244218","https://openalex.org/W6610540240","https://openalex.org/W6639921842","https://openalex.org/W6683381688","https://openalex.org/W6683776944","https://openalex.org/W6686207219","https://openalex.org/W6713572877","https://openalex.org/W6730042849","https://openalex.org/W6730659661","https://openalex.org/W6732240499","https://openalex.org/W6736429057","https://openalex.org/W6739879593","https://openalex.org/W6744621443","https://openalex.org/W7052187905"],"related_works":["https://openalex.org/W2027357437","https://openalex.org/W2014622309","https://openalex.org/W2123134332","https://openalex.org/W2548702785","https://openalex.org/W2157126534","https://openalex.org/W2118487515","https://openalex.org/W2368252421","https://openalex.org/W1592820837","https://openalex.org/W78899842","https://openalex.org/W2158673508"],"abstract_inverted_index":{"In":[0,198],"this":[1,206],"paper,":[2],"we":[3,32,82],"used":[4],"electroencephalography":[5],"(EEG)-eye":[6],"movement":[7],"(EM)":[8],"synchronization":[9,119],"acquisition":[10,120],"network":[11,121],"to":[12,102,196],"simultaneously":[13],"record":[14],"both":[15,132,142],"EEG":[16,98,128,169,226],"and":[17,25,46,62,71,90,99,127,141,227,236],"EM":[18,100,126,228],"physiological":[19],"signals":[20,101,229],"of":[21,58,73,96,107,157,225,238],"the":[22,78,97,104,117,124,133,147,154,158,162,172,178,184,191,200,214],"mild":[23,44,74,110,148,239],"depression":[24,45,149],"normal":[26,47],"controls":[27],"during":[28,69],"free":[29],"viewing.":[30],"Then,":[31],"consider":[33],"a":[34,51,223],"multimodal":[35,64,79,215],"feature":[36,85,173],"fusion":[37,86,89,95,143,174,187],"method":[38,175,188],"that":[39,66,116,123,131,166,213],"can":[40,145],"best":[41],"discriminate":[42],"between":[43],"control":[48],"subjects":[49],"as":[50],"step":[52],"toward":[53],"achieving":[54,233],"our":[55],"long-term":[56],"aim":[57],"developing":[59],"an":[60],"objective":[61],"effective":[63],"system":[65],"assists":[67],"doctors":[68],"diagnosis":[70],"monitoring":[72,235],"depression.":[75,111,240],"Based":[76],"on":[77],"denoising":[80],"autoencoder,":[81],"use":[83],"two":[84],"strategies":[87],"(feature":[88],"hidden":[91,185],"layer":[92,186],"fusion)":[93],"for":[94,109],"improve":[103,146],"recognition":[105,150,179],"performance":[106],"classifiers":[108],"Our":[112],"experimental":[113],"results":[114,211],"indicate":[115,212],"EEG-EM":[118],"ensures":[122],"recorded":[125],"data":[129,134,221],"require":[130],"streams":[135],"are":[136,230],"synchronized":[137],"with":[138,161,219],"millisecond":[139],"precision,":[140],"methods":[144],"accuracy,":[151],"thus":[152],"demonstrating":[153],"complementary":[155],"nature":[156],"modalities.":[159],"Compared":[160],"unimodal":[163],"classification":[164,192,202],"approach":[165],"uses":[167],"only":[168],"or":[170],"EM,":[171],"slightly":[176],"improved":[177,190],"accuracy":[180,203],"by":[181,194],"1.88%,":[182],"while":[183],"significantly":[189],"rate":[193],"up":[195],"7.36%.":[197],"particular,":[199],"highest":[201],"achieved":[204],"in":[205,232],"paper":[207],"was":[208],"83.42%.":[209],"These":[210],"deep":[216],"learning":[217],"approaches":[218],"input":[220],"using":[222],"combination":[224],"promising":[231],"real-time":[234],"identification":[237]},"counts_by_year":[{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}