{"id":"https://openalex.org/W4390971108","doi":"https://doi.org/10.1109/bibm58861.2023.10385999","title":"Brain Functional Residual Temporal Convolution Network for Major Depressive Disorder Recognition","display_name":"Brain Functional Residual Temporal Convolution Network for Major Depressive Disorder Recognition","publication_year":2023,"publication_date":"2023-12-05","ids":{"openalex":"https://openalex.org/W4390971108","doi":"https://doi.org/10.1109/bibm58861.2023.10385999"},"language":"en","primary_location":{"id":"doi:10.1109/bibm58861.2023.10385999","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bibm58861.2023.10385999","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100735276","display_name":"Xiaofang Sun","orcid":"https://orcid.org/0000-0003-1552-4213"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaofang Sun","raw_affiliation_strings":["Shandong University,Joint SDU-NTU Centre for Artificial Intelligence Research School of Software,Jinan,China","Joint SDU-NTU Centre for Artificial Intelligence Research School of Software, Shandong University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong University,Joint SDU-NTU Centre for Artificial Intelligence Research School of Software,Jinan,China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Joint SDU-NTU Centre for Artificial Intelligence Research School of Software, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100299328","display_name":"Yonghui Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonghui Xu","raw_affiliation_strings":["Shandong Normal University,School of Information Science and Engineering,Jinan,China","School of Information Science and Engineering, Shandong Normal University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong Normal University,School of Information Science and Engineering,Jinan,China","institution_ids":["https://openalex.org/I28006308"]},{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049974611","display_name":"Xiangwei Zheng","orcid":"https://orcid.org/0000-0003-4873-4567"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangwei Zheng","raw_affiliation_strings":["Shandong University,Joint SDU-NTU Centre for Artificial Intelligence Research School of Software,Jinan,China","Joint SDU-NTU Centre for Artificial Intelligence Research School of Software, Shandong University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong University,Joint SDU-NTU Centre for Artificial Intelligence Research School of Software,Jinan,China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Joint SDU-NTU Centre for Artificial Intelligence Research School of Software, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wei Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Guo","raw_affiliation_strings":["Shandong University,Joint SDU-NTU Centre for Artificial Intelligence Research School of Software,Jinan,China","Joint SDU-NTU Centre for Artificial Intelligence Research School of Software, Shandong University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong University,Joint SDU-NTU Centre for Artificial Intelligence Research School of Software,Jinan,China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Joint SDU-NTU Centre for Artificial Intelligence Research School of Software, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100774797","display_name":"Wei He","orcid":"https://orcid.org/0000-0001-9069-1447"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei He","raw_affiliation_strings":["Shandong University,Joint SDU-NTU Centre for Artificial Intelligence Research School of Software,Jinan,China","Joint SDU-NTU Centre for Artificial Intelligence Research School of Software, Shandong University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong University,Joint SDU-NTU Centre for Artificial Intelligence Research School of Software,Jinan,China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Joint SDU-NTU Centre for Artificial Intelligence Research School of Software, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101405112","display_name":"Yali Jiang","orcid":"https://orcid.org/0000-0003-4786-0465"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yali Jiang","raw_affiliation_strings":["Shandong University,Joint SDU-NTU Centre for Artificial Intelligence Research School of Software,Jinan,China","Joint SDU-NTU Centre for Artificial Intelligence Research School of Software, Shandong University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong University,Joint SDU-NTU Centre for Artificial Intelligence Research School of Software,Jinan,China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Joint SDU-NTU Centre for Artificial Intelligence Research School of Software, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006083363","display_name":"Yongqing Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongqing Zheng","raw_affiliation_strings":["Shandong University,Joint SDU-NTU Centre for Artificial Intelligence Research School of Software,Jinan,China","Joint SDU-NTU Centre for Artificial Intelligence Research School of Software, Shandong University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong University,Joint SDU-NTU Centre for Artificial Intelligence Research School of Software,Jinan,China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Joint SDU-NTU Centre for Artificial Intelligence Research School of Software, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101414718","display_name":"Lizhen Cui","orcid":"https://orcid.org/0000-0002-8262-8883"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lizhen Cui","raw_affiliation_strings":["Shandong University,Joint SDU-NTU Centre for Artificial Intelligence Research School of Software,Jinan,China","Joint SDU-NTU Centre for Artificial Intelligence Research School of Software, Shandong University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong University,Joint SDU-NTU Centre for Artificial Intelligence Research School of Software,Jinan,China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Joint SDU-NTU Centre for Artificial Intelligence Research School of Software, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100735276"],"corresponding_institution_ids":["https://openalex.org/I154099455"],"apc_list":null,"apc_paid":null,"fwci":0.1728,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5279885,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"11","issue":null,"first_page":"2249","last_page":"2254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","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/T10241","display_name":"Functional Brain Connectivity Studies","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/T10429","display_name":"EEG and Brain-Computer Interfaces","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":0.9955999851226807,"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/residual","display_name":"Residual","score":0.6615476012229919},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6056865453720093},{"id":"https://openalex.org/keywords/major-depressive-disorder","display_name":"Major depressive disorder","score":0.5916515588760376},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5888932943344116},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.5263463258743286},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.464277446269989},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.4522562026977539},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.42935624718666077},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2725525498390198},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.25838539004325867},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2079576849937439},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.16313794255256653},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1449064016342163}],"concepts":[{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.6615476012229919},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6056865453720093},{"id":"https://openalex.org/C2780051608","wikidata":"https://www.wikidata.org/wiki/Q42844","display_name":"Major depressive disorder","level":3,"score":0.5916515588760376},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5888932943344116},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.5263463258743286},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.464277446269989},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.4522562026977539},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.42935624718666077},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2725525498390198},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.25838539004325867},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2079576849937439},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.16313794255256653},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1449064016342163},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm58861.2023.10385999","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bibm58861.2023.10385999","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311026","display_name":"Shandong University","ror":"https://ror.org/0207yh398"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2005821483","https://openalex.org/W2136486147","https://openalex.org/W2194775991","https://openalex.org/W2556949745","https://openalex.org/W3014634271","https://openalex.org/W3127347920","https://openalex.org/W3129234057","https://openalex.org/W3164898566","https://openalex.org/W3173036738","https://openalex.org/W4212808911","https://openalex.org/W4214853542","https://openalex.org/W4224247713","https://openalex.org/W4225004698","https://openalex.org/W4226426128","https://openalex.org/W4284887989","https://openalex.org/W4291720785","https://openalex.org/W4298112110","https://openalex.org/W6864515872","https://openalex.org/W6963291513"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W2028665553","https://openalex.org/W4230315250","https://openalex.org/W2086519370","https://openalex.org/W2087343574"],"abstract_inverted_index":{"Major":[0],"depressive":[1],"disorder":[2,9],"(MDD)":[3],"is":[4,207],"the":[5,18,27,61,76,114,121,132,145,190,201,214,219],"most":[6],"common":[7],"psychological":[8],"that":[10,156,200],"affects":[11],"mental":[12,23],"and":[13,25,52,74,140,168,193,221,228],"physical":[14],"health.":[15],"To":[16,87],"narrow":[17],"gap":[19],"in":[20,83,134,165,213],"real":[21],"world":[22],"healthcare":[24],"improve":[26],"effectiveness":[28],"of":[29,35,54,63,79,117,131,196],"MDD":[30,84,104,139,204,238],"treatment,":[31],"an":[32],"increasing":[33],"number":[34],"artificial":[36],"intelligence":[37],"(AI)":[38],"methods":[39,68],"have":[40],"been":[41],"proposed":[42],"to":[43,70,119,161,172,180],"explore":[44],"electroencephalography":[45],"(EEG)":[46],"features,":[47],"including":[48],"traditional":[49],"signal":[50],"features":[51],"measures":[53],"brain":[55,85,95,125,166,215],"functional":[56,96,216],"connectivity":[57,115],"network":[58,100,154],"(BFCN),":[59],"for":[60,103,128,177,237],"recognition":[62],"depression-related":[64],"patterns.":[65],"However,":[66],"these":[67,89],"fail":[69],"capture":[71,162,181],"long-term":[72,175],"dependencies":[73,82,176],"limit":[75],"modeling":[77],"ability":[78,179],"information":[80,122,135],"transmission":[81,123,136,205],"regions.":[86],"address":[88],"issues,":[90],"we":[91,148],"propose":[92],"a":[93,150],"novel":[94],"residual":[97,151,170],"temporal":[98,152,158,223],"convolution":[99,153,159],"(BFRTCN)":[101],"method":[102],"recognition.":[105,239],"On":[106,144],"one":[107],"hand,":[108,147],"this":[109],"model":[110,120],"directly":[111],"focuses":[112],"on":[113,186,226],"weights":[116],"BFCNs":[118],"between":[124,138,218],"regions,":[126],"allowing":[127],"better":[129],"differentiation":[130],"differences":[133],"patterns":[137],"normal":[141],"control":[142],"(NC).":[143],"other":[146],"introduce":[149],"(ResiTCN)":[155],"utilizes":[157],"layers":[160],"short-term":[163],"changes":[164],"regions":[167,225],"establish":[169],"connections":[171,217],"help":[173],"maintain":[174],"improving":[178],"disease":[182],"variations.":[183],"Experimental":[184],"results":[185],"benchmark":[187],"datasets":[188],"validate":[189],"superior":[191],"performance":[192],"time":[194],"complexity":[195],"BFRTCN.":[197],"Analysis":[198],"shows":[199],"Beta":[202],"band":[203],"mode":[206],"relatively":[208],"stable.":[209],"There":[210],"are":[211],"defects":[212],"frontal":[220],"right":[222],"(RT)":[224],"Alpha":[227],"Gamma":[229],"bands,":[230],"which":[231],"can":[232],"serve":[233],"as":[234],"potential":[235],"biomarkers":[236]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
