{"id":"https://openalex.org/W4390971287","doi":"https://doi.org/10.1109/bibm58861.2023.10385790","title":"Stress recognition based on graph structure representation of facial StO2","display_name":"Stress recognition based on graph structure representation of facial StO2","publication_year":2023,"publication_date":"2023-12-05","ids":{"openalex":"https://openalex.org/W4390971287","doi":"https://doi.org/10.1109/bibm58861.2023.10385790"},"language":"en","primary_location":{"id":"doi:10.1109/bibm58861.2023.10385790","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm58861.2023.10385790","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/A5113199859","display_name":"Jiaxiu Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiaxiu Wang","raw_affiliation_strings":["Southwest University,College of Electronic and Information Engineering,Chongqing,China,400715","Chongqing Key Laboratory of Non-Linear Circuits and Intelligent Information Processing, Southwest University, Chongqing, China","Institute of Legal Psychology and Intelligent Computing, Southwest University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest University,College of Electronic and Information Engineering,Chongqing,China,400715","institution_ids":["https://openalex.org/I142108993"]},{"raw_affiliation_string":"Chongqing Key Laboratory of Non-Linear Circuits and Intelligent Information Processing, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]},{"raw_affiliation_string":"Institute of Legal Psychology and Intelligent Computing, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064143503","display_name":"Xinyu Liu","orcid":"https://orcid.org/0000-0002-6855-4734"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyu Liu","raw_affiliation_strings":["Southwest University,College of Electronic and Information Engineering,Chongqing,China,400715","Institute of Legal Psychology and Intelligent Computing, Southwest University, Chongqing, China","Chongqing Key Laboratory of Non-Linear Circuits and Intelligent Information Processing, Southwest University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest University,College of Electronic and Information Engineering,Chongqing,China,400715","institution_ids":["https://openalex.org/I142108993"]},{"raw_affiliation_string":"Institute of Legal Psychology and Intelligent Computing, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]},{"raw_affiliation_string":"Chongqing Key Laboratory of Non-Linear Circuits and Intelligent Information Processing, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086737342","display_name":"Yingjuan Jia","orcid":null},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingjuan Jia","raw_affiliation_strings":["Southwest University,College of Electronic and Information Engineering,Chongqing,China,400715","Institute of Legal Psychology and Intelligent Computing, Southwest University, Chongqing, China","Chongqing Key Laboratory of Non-Linear Circuits and Intelligent Information Processing, Southwest University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest University,College of Electronic and Information Engineering,Chongqing,China,400715","institution_ids":["https://openalex.org/I142108993"]},{"raw_affiliation_string":"Institute of Legal Psychology and Intelligent Computing, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]},{"raw_affiliation_string":"Chongqing Key Laboratory of Non-Linear Circuits and Intelligent Information Processing, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015527515","display_name":"Tong Chen","orcid":"https://orcid.org/0000-0003-3805-4138"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tong Chen","raw_affiliation_strings":["Southwest University,College of Electronic and Information Engineering,Chongqing,China,400715","Institute of Legal Psychology and Intelligent Computing, Southwest University, Chongqing, China","Chongqing Key Laboratory of Non-Linear Circuits and Intelligent Information Processing, Southwest University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest University,College of Electronic and Information Engineering,Chongqing,China,400715","institution_ids":["https://openalex.org/I142108993"]},{"raw_affiliation_string":"Institute of Legal Psychology and Intelligent Computing, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]},{"raw_affiliation_string":"Chongqing Key Laboratory of Non-Linear Circuits and Intelligent Information Processing, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058839745","display_name":"Jingru Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingru Huang","raw_affiliation_strings":["Southwest University,College of Electronic and Information Engineering,Chongqing,China,400715","Chongqing Key Laboratory of Non-Linear Circuits and Intelligent Information Processing, Southwest University, Chongqing, China","Institute of Legal Psychology and Intelligent Computing, Southwest University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest University,College of Electronic and Information Engineering,Chongqing,China,400715","institution_ids":["https://openalex.org/I142108993"]},{"raw_affiliation_string":"Chongqing Key Laboratory of Non-Linear Circuits and Intelligent Information Processing, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]},{"raw_affiliation_string":"Institute of Legal Psychology and Intelligent Computing, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100691426","display_name":"Zheyuan Zhang","orcid":"https://orcid.org/0000-0001-9100-1428"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheyuan Zhang","raw_affiliation_strings":["Southwest University,College of Electronic and Information Engineering,Chongqing,China,400715","Institute of Legal Psychology and Intelligent Computing, Southwest University, Chongqing, China","Chongqing Key Laboratory of Non-Linear Circuits and Intelligent Information Processing, Southwest University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest University,College of Electronic and Information Engineering,Chongqing,China,400715","institution_ids":["https://openalex.org/I142108993"]},{"raw_affiliation_string":"Institute of Legal Psychology and Intelligent Computing, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]},{"raw_affiliation_string":"Chongqing Key Laboratory of Non-Linear Circuits and Intelligent Information Processing, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5113199859"],"corresponding_institution_ids":["https://openalex.org/I142108993"],"apc_list":null,"apc_paid":null,"fwci":1.189,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.80606507,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1481","last_page":"1488"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9927999973297119,"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":0.9927999973297119,"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.9093000292778015,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.7315340042114258},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.645699143409729},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5326411724090576},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5137870907783508},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4707793891429901},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.4375014901161194},{"id":"https://openalex.org/keywords/stress","display_name":"Stress (linguistics)","score":0.4348786771297455},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.24611923098564148}],"concepts":[{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.7315340042114258},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.645699143409729},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5326411724090576},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5137870907783508},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4707793891429901},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.4375014901161194},{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.4348786771297455},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.24611923098564148},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm58861.2023.10385790","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm58861.2023.10385790","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1999433466","https://openalex.org/W2022741725","https://openalex.org/W2162432365","https://openalex.org/W2165963532","https://openalex.org/W2560674852","https://openalex.org/W2747329762","https://openalex.org/W2780408522","https://openalex.org/W2788919350","https://openalex.org/W2791322619","https://openalex.org/W2898756917","https://openalex.org/W2907101105","https://openalex.org/W3002415388","https://openalex.org/W3007419128","https://openalex.org/W3035452703","https://openalex.org/W3082532446","https://openalex.org/W3083453839","https://openalex.org/W3090741740","https://openalex.org/W3133780103","https://openalex.org/W3150894447","https://openalex.org/W3153885991","https://openalex.org/W3173856251","https://openalex.org/W3182710365","https://openalex.org/W4291940662","https://openalex.org/W4294558607","https://openalex.org/W4297733535","https://openalex.org/W4313525549","https://openalex.org/W4313525714","https://openalex.org/W4317761548","https://openalex.org/W4361251517","https://openalex.org/W4385325787","https://openalex.org/W6726873649","https://openalex.org/W6738964360","https://openalex.org/W6761665040","https://openalex.org/W6773198274"],"related_works":["https://openalex.org/W2953234277","https://openalex.org/W2626256601","https://openalex.org/W147410782","https://openalex.org/W2900413183","https://openalex.org/W4390975304","https://openalex.org/W3022252430","https://openalex.org/W4287804464","https://openalex.org/W2347824352","https://openalex.org/W2112875849","https://openalex.org/W3015684221"],"abstract_inverted_index":{"Stress":[0],"is":[1,17],"an":[2,18,150],"integral":[3],"state":[4],"that":[5,140],"affects":[6],"physical":[7],"and":[8,22,116,129],"mental":[9],"health":[10],"of":[11,34,39,56,112,152],"individuals.":[12],"Tissue":[13],"Oxygen":[14],"Saturation":[15],"(StO2)":[16],"emerging":[19],"physiological":[20],"signal":[21],"can":[23,144],"reflect":[24],"different":[25],"stress":[26,86,134],"states.":[27],"Previous":[28],"studies":[29],"have":[30],"simply":[31],"extracted":[32],"features":[33],"StO2":[35],"from":[36],"specific":[37],"regions":[38],"the":[40,53,66,77,132,141,155],"face":[41],"without":[42],"exploring":[43],"potential":[44],"associations":[45],"between":[46,69],"them.":[47],"In":[48,93],"this":[49],"paper,":[50],"we":[51,74,95,120],"analyze":[52],"facial":[54,82],"Region":[55],"Interest":[57],"(ROI)":[58],"based":[59],"on":[60,154],"StO2,":[61],"so":[62],"as":[63,91],"to":[64,106],"explore":[65],"deep":[67],"relationship":[68],"ROIs.":[70],"Building":[71],"upon":[72],"this,":[73],"construct,":[75],"for":[76,85,131],"first":[78],"time,":[79],"a":[80,97,123],"StO2-based":[81],"graph":[83,99,117],"structure":[84],"recognition":[87],"by":[88],"using":[89],"ROIs":[90],"nodes.":[92],"addition,":[94],"propose":[96,122],"new":[98],"pooling":[100],"method":[101],"called":[102],"FTPool":[103],"which":[104],"allows":[105],"measure":[107],"node":[108,114],"significance":[109],"in":[110],"terms":[111],"both":[113],"characteristics":[115],"topology.":[118],"Finally,":[119],"further":[121],"dual-stream":[124],"network":[125],"(GCNet)":[126],"combining":[127],"GNN":[128],"CNN":[130],"baseline-independent":[133],"recognition.":[135],"The":[136],"experimental":[137],"results":[138,148],"show":[139],"proposed":[142],"GCNet":[143],"achieve":[145],"state-of-the-art":[146],"(SOTA)":[147],"with":[149],"accuracy":[151],"78.57%":[153],"original":[156],"unbalanced":[157],"database.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-05T09:01:59.212387","created_date":"2025-10-10T00:00:00"}
