{"id":"https://openalex.org/W7140978641","doi":"https://doi.org/10.1016/j.neunet.2026.108907","title":"CEMTNet: a cognitive emotion modulated network for multimodal depression detection","display_name":"CEMTNet: a cognitive emotion modulated network for multimodal depression detection","publication_year":2026,"publication_date":"2026-03-28","ids":{"openalex":"https://openalex.org/W7140978641","doi":"https://doi.org/10.1016/j.neunet.2026.108907","pmid":"https://pubmed.ncbi.nlm.nih.gov/41934713"},"language":"en","primary_location":{"id":"doi:10.1016/j.neunet.2026.108907","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neunet.2026.108907","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":null,"license_id":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020641943","display_name":"Yujie Huo","orcid":null},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Yujie Huo","raw_affiliation_strings":["Faculty of Computing, Universiti Teknologi Malaysia, UTM Skudai, Johor Bahru, 81310, Johor, Malaysia. Electronic address: huoyujie@graduate.utm.my"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computing, Universiti Teknologi Malaysia, UTM Skudai, Johor Bahru, 81310, Johor, Malaysia. Electronic address: huoyujie@graduate.utm.my","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120994674","display_name":"Hongyu Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongyu Gao","raw_affiliation_strings":["Research Institute of Electronic Science and Technology, University of Electronic Science and Technology of China, 2006 Xiyuan Avenue, Chengdu, 611731, Sichuan Province, China. Electronic address: gaohongyu926@gmail.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Institute of Electronic Science and Technology, University of Electronic Science and Technology of China, 2006 Xiyuan Avenue, Chengdu, 611731, Sichuan Province, China. Electronic address: gaohongyu926@gmail.com","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047121335","display_name":"Weng Howe Chan","orcid":"https://orcid.org/0000-0003-0612-3661"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Weng Howe Chan","raw_affiliation_strings":["Faculty of Computing, Universiti Teknologi Malaysia, UTM Skudai, Johor Bahru, 81310, Johor, Malaysia; UTM Big Data Centre, Ibnu Sina Institute For Scientific and Industrial Research, Universiti Teknologi Malaysia, UTM Skudai, Johor Bahru, 81310, Johor, Malaysia. Electronic address: cwenghowe@utm.my"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computing, Universiti Teknologi Malaysia, UTM Skudai, Johor Bahru, 81310, Johor, Malaysia; UTM Big Data Centre, Ibnu Sina Institute For Scientific and Industrial Research, Universiti Teknologi Malaysia, UTM Skudai, Johor Bahru, 81310, Johor, Malaysia. Electronic address: cwenghowe@utm.my","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5095691378","display_name":"Ahmad Najmi Bin Amerhaider Nuar","orcid":null},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ahmad Najmi Bin Amerhaider Nuar","raw_affiliation_strings":["Faculty of Computing, Universiti Teknologi Malaysia, UTM Skudai, Johor Bahru, 81310, Johor, Malaysia. Electronic address: ahmadnajmi.an@utm.my"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computing, Universiti Teknologi Malaysia, UTM Skudai, Johor Bahru, 81310, Johor, Malaysia. Electronic address: ahmadnajmi.an@utm.my","institution_ids":["https://openalex.org/I4576418"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5120994674"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":{"value":3350,"currency":"USD","value_usd":3350},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.39743263,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"201","issue":null,"first_page":"108907","last_page":"108907"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.8535000085830688,"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"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.8535000085830688,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.08489999920129776,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.010900000110268593,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied 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/cognition","display_name":"Cognition","score":0.5942999720573425},{"id":"https://openalex.org/keywords/depression","display_name":"Depression (economics)","score":0.5034000277519226},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.4259999990463257},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.37790000438690186},{"id":"https://openalex.org/keywords/cognitive-model","display_name":"Cognitive model","score":0.25099998712539673}],"concepts":[{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5942999720573425},{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.5034000277519226},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48739999532699585},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4864000082015991},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.47269999980926514},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.4259999990463257},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.37790000438690186},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35409998893737793},{"id":"https://openalex.org/C161407221","wikidata":"https://www.wikidata.org/wiki/Q4382939","display_name":"Cognitive model","level":3,"score":0.25099998712539673},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.2442999929189682}],"mesh":[{"descriptor_ui":"D001288","descriptor_name":"Attention","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":null,"qualifier_name":null,"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":"Q000523","qualifier_name":"psychology","is_major_topic":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.neunet.2026.108907","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neunet.2026.108907","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Networks","raw_type":"journal-article"},{"id":"pmid:41934713","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41934713","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":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W2067495470","https://openalex.org/W2071268704","https://openalex.org/W2132322340","https://openalex.org/W2562319768","https://openalex.org/W3025630664","https://openalex.org/W3128412859","https://openalex.org/W3130865720","https://openalex.org/W3162632106","https://openalex.org/W3163763055","https://openalex.org/W3197055506","https://openalex.org/W3214493799","https://openalex.org/W4210434817","https://openalex.org/W4211263234","https://openalex.org/W4220802538","https://openalex.org/W4290049250","https://openalex.org/W4312199940","https://openalex.org/W4312768333","https://openalex.org/W4313443450","https://openalex.org/W4318053977","https://openalex.org/W4364302344","https://openalex.org/W4377088196","https://openalex.org/W4377292557","https://openalex.org/W4378364420","https://openalex.org/W4383371658","https://openalex.org/W4386813249","https://openalex.org/W4388686529","https://openalex.org/W4388833473","https://openalex.org/W4391721128","https://openalex.org/W4394779169","https://openalex.org/W4396610489","https://openalex.org/W4396773505","https://openalex.org/W4399433787","https://openalex.org/W4399572749","https://openalex.org/W4400673177","https://openalex.org/W4400786745","https://openalex.org/W4402661231","https://openalex.org/W4402781836","https://openalex.org/W4403268477","https://openalex.org/W4403325135","https://openalex.org/W4404473968","https://openalex.org/W4405686157","https://openalex.org/W4405707338","https://openalex.org/W4406090302","https://openalex.org/W4406154107","https://openalex.org/W4407318735","https://openalex.org/W4408391954","https://openalex.org/W4408814947","https://openalex.org/W4408894186","https://openalex.org/W4409127134","https://openalex.org/W4409187168","https://openalex.org/W4409212483","https://openalex.org/W4409346465","https://openalex.org/W4409350453","https://openalex.org/W4410524551"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-14T06:11:07.267592","created_date":"2026-03-28T00:00:00"}
