{"id":"https://openalex.org/W4398249769","doi":"https://doi.org/10.1109/jbhi.2024.3404664","title":"HEMAsNet: A Hemisphere Asymmetry Network Inspired by the Brain for Depression Recognition From Electroencephalogram Signals","display_name":"HEMAsNet: A Hemisphere Asymmetry Network Inspired by the Brain for Depression Recognition From Electroencephalogram Signals","publication_year":2024,"publication_date":"2024-05-23","ids":{"openalex":"https://openalex.org/W4398249769","doi":"https://doi.org/10.1109/jbhi.2024.3404664","pmid":"https://pubmed.ncbi.nlm.nih.gov/38781058"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2024.3404664","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3404664","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062623705","display_name":"Jian Shen","orcid":"https://orcid.org/0000-0001-6099-3209"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jian Shen","raw_affiliation_strings":["School of Medical Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Medical Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056541682","display_name":"Kunlin Li","orcid":"https://orcid.org/0000-0002-4996-5423"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]},{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kunlin Li","raw_affiliation_strings":["School of Medical Technology, Beijing Institute of Technology, Beijing, China","School of Electronic Information Engineering, Hebei University, Baoding, China"],"affiliations":[{"raw_affiliation_string":"School of Medical Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"School of Electronic Information Engineering, Hebei University, Baoding, China","institution_ids":["https://openalex.org/I43337087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008805410","display_name":"Huajian Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huajian Liang","raw_affiliation_strings":["School of Medical Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Medical Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102423180","display_name":"Zeguang Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeguang Zhao","raw_affiliation_strings":["School of Medical Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Medical Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101964237","display_name":"Yu Ma","orcid":"https://orcid.org/0000-0002-2235-2176"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Ma","raw_affiliation_strings":["School of Medical Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Medical Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107808550","display_name":"Jinwen Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinwen Wu","raw_affiliation_strings":["School of Medical Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Medical Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019653584","display_name":"Jieshuo Zhang","orcid":"https://orcid.org/0000-0001-7526-4543"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]},{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jieshuo Zhang","raw_affiliation_strings":["School of Medical Technology, Beijing Institute of Technology, Beijing, China","School of Electronic Information Engineering, Hebei University, Baoding, China"],"affiliations":[{"raw_affiliation_string":"School of Medical Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"School of Electronic Information Engineering, Hebei University, Baoding, China","institution_ids":["https://openalex.org/I43337087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107808943","display_name":"Yanan Zhang","orcid":"https://orcid.org/0009-0000-3501-5796"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanan Zhang","raw_affiliation_strings":["School of Medical Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Medical Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100380066","display_name":"Bin Hu","orcid":"https://orcid.org/0000-0003-3514-5413"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Hu","raw_affiliation_strings":["School of Medical Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Medical Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5062623705"],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":null,"apc_paid":null,"fwci":8.953,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.98557292,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"28","issue":"9","first_page":"5247","last_page":"5259"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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":1.0,"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":0.9997000098228455,"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":0.9919999837875366,"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/interpretability","display_name":"Interpretability","score":0.6751457452774048},{"id":"https://openalex.org/keywords/corpus-callosum","display_name":"Corpus callosum","score":0.597384512424469},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5957022905349731},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5789464712142944},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4592433273792267},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.45167794823646545},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.41526514291763306},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3839559555053711},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.37799036502838135},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.351912260055542},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3490758240222931},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1573159098625183}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.6751457452774048},{"id":"https://openalex.org/C2778183499","wikidata":"https://www.wikidata.org/wiki/Q223851","display_name":"Corpus callosum","level":2,"score":0.597384512424469},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5957022905349731},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5789464712142944},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4592433273792267},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.45167794823646545},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.41526514291763306},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3839559555053711},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.37799036502838135},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.351912260055542},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3490758240222931},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1573159098625183},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D003863","descriptor_name":"Depression","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003863","descriptor_name":"Depression","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003863","descriptor_name":"Depression","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003863","descriptor_name":"Depression","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003863","descriptor_name":"Depression","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D003863","descriptor_name":"Depression","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D003863","descriptor_name":"Depression","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D003863","descriptor_name":"Depression","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2024.3404664","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3404664","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:38781058","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38781058","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1056251607","display_name":null,"funder_award_id":"62227807","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1558337452","display_name":null,"funder_award_id":"62072219","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2108744171","display_name":null,"funder_award_id":"lzujbky-2022-ey13","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G6117391894","display_name":null,"funder_award_id":"2021M700423","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G712147952","display_name":null,"funder_award_id":"62373057","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7546520824","display_name":null,"funder_award_id":"22JR5RA401","funder_id":"https://openalex.org/F4320322880","funder_display_name":"Natural Science Foundation of Gansu Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320322880","display_name":"Natural Science Foundation of Gansu Province","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W1964016613","https://openalex.org/W1984911245","https://openalex.org/W1994821167","https://openalex.org/W2014502281","https://openalex.org/W2039643450","https://openalex.org/W2045493030","https://openalex.org/W2064675550","https://openalex.org/W2071421632","https://openalex.org/W2128495200","https://openalex.org/W2559463885","https://openalex.org/W2741907166","https://openalex.org/W2774054212","https://openalex.org/W2887501928","https://openalex.org/W2890088166","https://openalex.org/W2941506945","https://openalex.org/W2963351448","https://openalex.org/W2967182021","https://openalex.org/W2998115938","https://openalex.org/W3004205097","https://openalex.org/W3006408375","https://openalex.org/W3013371719","https://openalex.org/W3025928006","https://openalex.org/W3033046106","https://openalex.org/W3034674374","https://openalex.org/W3035033411","https://openalex.org/W3071682211","https://openalex.org/W3086651505","https://openalex.org/W3102455230","https://openalex.org/W3116201721","https://openalex.org/W3119503696","https://openalex.org/W3121117531","https://openalex.org/W3123510091","https://openalex.org/W3126085817","https://openalex.org/W3186421317","https://openalex.org/W3186844663","https://openalex.org/W3205969292","https://openalex.org/W3211972444","https://openalex.org/W4200029516","https://openalex.org/W4205337801","https://openalex.org/W4210603736","https://openalex.org/W4213368610","https://openalex.org/W4220701811","https://openalex.org/W4223474672","https://openalex.org/W4223995050","https://openalex.org/W4224247713","https://openalex.org/W4226020799","https://openalex.org/W4226182614","https://openalex.org/W4226347958","https://openalex.org/W4290098820","https://openalex.org/W4291910522","https://openalex.org/W4294120775","https://openalex.org/W4294953512","https://openalex.org/W4298126178","https://openalex.org/W4308948096","https://openalex.org/W4309166667","https://openalex.org/W4315881685","https://openalex.org/W4364302344","https://openalex.org/W4375860104","https://openalex.org/W4377195271","https://openalex.org/W4384161829","https://openalex.org/W4384934085","https://openalex.org/W4386025684","https://openalex.org/W4386215651","https://openalex.org/W4387385600","https://openalex.org/W4388666098","https://openalex.org/W4389352611","https://openalex.org/W4390605218","https://openalex.org/W4390706614","https://openalex.org/W4390992281","https://openalex.org/W4392979997","https://openalex.org/W6683633756","https://openalex.org/W6734194636","https://openalex.org/W6737947904","https://openalex.org/W6789805323"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W2888392564","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W4390569940","https://openalex.org/W4361193272","https://openalex.org/W2963326959","https://openalex.org/W4388685194","https://openalex.org/W1986582023","https://openalex.org/W2966829450"],"abstract_inverted_index":{"Depression":[0],"is":[1],"a":[2,8,49,66,94,149,165],"prevalent":[3],"mental":[4],"disorder":[5],"that":[6],"affects":[7],"significant":[9],"portion":[10],"of":[11,35,68,87,129,137,153,182,195,200,204,209],"the":[12,56,88,91,100,111,127,134,142,198,210],"global":[13],"population.":[14],"Despite":[15],"recent":[16],"advancements":[17],"in":[18,24,105,141,158,176,185],"EEG-based":[19],"depression":[20,59,122,150,196],"recognition":[21,60,123,151,194],"models":[22],"rooted":[23],"machine":[25],"learning":[26,29],"and":[27,74,170,192,207],"deep":[28],"approaches,":[30],"many":[31],"lack":[32],"comprehensive":[33,166],"consideration":[34],"depression's":[36],"pathogenesis,":[37],"leading":[38],"to":[39,80,188],"limited":[40],"neuroscientific":[41],"interpretability.":[42],"To":[43,125],"address":[44],"these":[45],"issues,":[46],"we":[47,131,163],"propose":[48],"hemisphere":[50],"asymmetry":[51],"network":[52],"(HEMAsNet)":[53],"inspired":[54,98],"by":[55,99],"brain":[57],"for":[58],"from":[61,84,168],"EEG":[62,140],"signals.":[63],"HEMAsNet":[64,183],"employs":[65],"combination":[67],"multi-scale":[69],"Convolutional":[70],"Neural":[71],"Network":[72],"(CNN)":[73],"Long":[75],"Short-Term":[76],"Memory":[77],"(LSTM)":[78],"blocks":[79],"extract":[81],"temporal":[82],"features":[83,136],"both":[85],"hemispheres":[86],"brain.":[89,112],"Moreover,":[90],"model":[92,178],"introduces":[93],"unique":[95],"'Callosum-like'":[96],"block,":[97],"corpus":[101],"callosum's":[102],"pivotal":[103],"role":[104],"facilitating":[106],"inter-hemispheric":[107],"information":[108,116],"transfer":[109],"within":[110],"This":[113],"block":[114],"enhances":[115],"exchange":[117],"between":[118],"hemispheres,":[119],"potentially":[120],"improving":[121],"accuracy.":[124],"validate":[126],"performance":[128],"HEMAsNet,":[130],"first":[132],"confirmed":[133],"asymmetric":[135],"frontal":[138],"lobe":[139],"MODMA":[143],"dataset.":[144],"Subsequently,":[145],"our":[146],"method":[147],"achieved":[148],"accuracy":[152],"0.8067,":[154],"indicating":[155],"its":[156,186],"effectiveness":[157],"increasing":[159],"classification":[160],"performance.":[161],"Furthermore,":[162],"conducted":[164],"investigation":[167],"spatial":[169,205],"frequency":[171],"perspectives,":[172],"demonstrating":[173],"HEMAsNet's":[174],"innovation":[175],"explaining":[177],"decisions.":[179],"The":[180],"advantages":[181],"lie":[184],"ability":[187],"achieve":[189],"more":[190],"accurate":[191],"interpretable":[193],"through":[197],"simulation":[199],"physiological":[201],"processes,":[202],"integration":[203],"information,":[206],"incorporation":[208],"Callosum-like":[211],"block.":[212]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":4}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
