{"id":"https://openalex.org/W7125937289","doi":"https://doi.org/10.1109/smc58881.2025.11342585","title":"Emotion Recognition in Robotic Healthcare: A New Approach to Mitigating Professional Burnout Syndrome","display_name":"Emotion Recognition in Robotic Healthcare: A New Approach to Mitigating Professional Burnout Syndrome","publication_year":2025,"publication_date":"2025-10-05","ids":{"openalex":"https://openalex.org/W7125937289","doi":"https://doi.org/10.1109/smc58881.2025.11342585"},"language":null,"primary_location":{"id":"doi:10.1109/smc58881.2025.11342585","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc58881.2025.11342585","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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/A5124059977","display_name":"Mouzhi Ge","orcid":null},"institutions":[{"id":"https://openalex.org/I83041830","display_name":"Deggendorf Institute of Technology","ror":"https://ror.org/02kw5st29","country_code":"DE","type":"education","lineage":["https://openalex.org/I83041830"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Mouzhi Ge","raw_affiliation_strings":["Deggendorf Institute of Technology,Deggendorf,Germany"],"affiliations":[{"raw_affiliation_string":"Deggendorf Institute of Technology,Deggendorf,Germany","institution_ids":["https://openalex.org/I83041830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016833799","display_name":"Hind Bangui","orcid":"https://orcid.org/0000-0003-2689-0382"},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Hind Bangui","raw_affiliation_strings":["Masaryk University,Brno,Czech Republic"],"affiliations":[{"raw_affiliation_string":"Masaryk University,Brno,Czech Republic","institution_ids":["https://openalex.org/I21449261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124074510","display_name":"Bruno Rossi","orcid":null},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Bruno Rossi","raw_affiliation_strings":["Masaryk University,Brno,Czech Republic"],"affiliations":[{"raw_affiliation_string":"Masaryk University,Brno,Czech Republic","institution_ids":["https://openalex.org/I21449261"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114279415","display_name":"Jos\u00e9 Miguel Blanco","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Miguel Blanco","raw_affiliation_strings":["Universidad Polit&#x00E9;cnica de Madrid,Madrid,Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Polit&#x00E9;cnica de Madrid,Madrid,Spain","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5124059977"],"corresponding_institution_ids":["https://openalex.org/I83041830"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.78647653,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"524","last_page":"529"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.3393000066280365,"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":0.3393000066280365,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.11659999936819077,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10709","display_name":"Social Robot Interaction and HRI","score":0.09650000184774399,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/burnout","display_name":"Burnout","score":0.682699978351593},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6031000018119812},{"id":"https://openalex.org/keywords/workforce","display_name":"Workforce","score":0.5942999720573425},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.5062999725341797},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.49790000915527344},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.42660000920295715},{"id":"https://openalex.org/keywords/robotics","display_name":"Robotics","score":0.42089998722076416},{"id":"https://openalex.org/keywords/health-professionals","display_name":"Health professionals","score":0.38280001282691956}],"concepts":[{"id":"https://openalex.org/C143916079","wikidata":"https://www.wikidata.org/wiki/Q2629248","display_name":"Burnout","level":2,"score":0.682699978351593},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6031000018119812},{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.5942999720573425},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5370000004768372},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.5080999732017517},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.5062999725341797},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.49790000915527344},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.42660000920295715},{"id":"https://openalex.org/C34413123","wikidata":"https://www.wikidata.org/wiki/Q170978","display_name":"Robotics","level":3,"score":0.42089998722076416},{"id":"https://openalex.org/C3019806175","wikidata":"https://www.wikidata.org/wiki/Q11974939","display_name":"Health professionals","level":3,"score":0.38280001282691956},{"id":"https://openalex.org/C60692881","wikidata":"https://www.wikidata.org/wiki/Q584529","display_name":"Humanoid robot","level":3,"score":0.3741999864578247},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3700000047683716},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3280999958515167},{"id":"https://openalex.org/C2988170871","wikidata":"https://www.wikidata.org/wiki/Q11000047","display_name":"Healthcare system","level":3,"score":0.32260000705718994},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3133000135421753},{"id":"https://openalex.org/C2988148770","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion detection","level":3,"score":0.3027999997138977},{"id":"https://openalex.org/C117409633","wikidata":"https://www.wikidata.org/wiki/Q5373756","display_name":"Emotion work","level":2,"score":0.29510000348091125},{"id":"https://openalex.org/C2989236134","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Patient care","level":2,"score":0.29499998688697815},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.2816999852657318},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.26919999718666077},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.26840001344680786},{"id":"https://openalex.org/C174107131","wikidata":"https://www.wikidata.org/wiki/Q191591","display_name":"Emotional intelligence","level":2,"score":0.26750001311302185},{"id":"https://openalex.org/C2994432074","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Professional psychology","level":3,"score":0.2671999931335449},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.26109999418258667},{"id":"https://openalex.org/C2779328685","wikidata":"https://www.wikidata.org/wiki/Q1475557","display_name":"Patient safety","level":3,"score":0.25769999623298645}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc58881.2025.11342585","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc58881.2025.11342585","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1990298425","https://openalex.org/W2488757378","https://openalex.org/W2786832304","https://openalex.org/W2938572695","https://openalex.org/W3012780255","https://openalex.org/W3034429256","https://openalex.org/W3095596619","https://openalex.org/W3131085900","https://openalex.org/W3138516171","https://openalex.org/W3142113686","https://openalex.org/W4213158541","https://openalex.org/W4220887861","https://openalex.org/W4318200230","https://openalex.org/W4378377686","https://openalex.org/W4380368958","https://openalex.org/W4386076493","https://openalex.org/W4386800155","https://openalex.org/W4386963100","https://openalex.org/W4388613594","https://openalex.org/W4391305509","https://openalex.org/W4392353449","https://openalex.org/W4395026934","https://openalex.org/W4396220288","https://openalex.org/W4399729179","https://openalex.org/W4400275762","https://openalex.org/W4400721967","https://openalex.org/W4407191057"],"related_works":[],"abstract_inverted_index":{"Professional":[0],"Burnout":[1],"Syndrome":[2],"(PBS)":[3],"among":[4],"health-care":[5],"professionals":[6,57],"has":[7,39],"been":[8,30,41],"considered":[9],"a":[10,21,50,64,105,111,135],"threat":[11],"to":[12,83],"both":[13],"staff":[14],"well-being":[15],"and":[16,27,102,153],"patient":[17,158],"safety,":[18],"especially":[19],"in":[20,43],"high-stress":[22],"medical":[23],"environment.":[24],"While":[25],"robotics":[26],"AI":[28],"have":[29],"increasingly":[31],"integrated":[32],"into":[33,124],"healthcare,":[34],"their":[35],"impact":[36],"on":[37,110],"PBS":[38,52,129],"not":[40],"explored":[42],"detail":[44],"yet.":[45],"Therefore,":[46],"this":[47,132],"paper":[48],"proposes":[49],"real-time":[51],"detection":[53,68,142],"framework":[54,62],"for":[55,70,127],"healthcare":[56,125],"using":[58],"emotion":[59,67,113,141],"recognition.":[60],"This":[61],"includes":[63],"deep":[65,93],"learning-based":[66],"system":[69],"humanoid":[71],"companion":[72],"robots,":[73],"which":[74],"then":[75],"correlates":[76],"emotional":[77],"trends":[78],"with":[79],"the":[80,118,155],"Circumplex":[81],"model":[82],"identify":[84],"burnout":[85],"risk.":[86],"Our":[87],"experimental":[88],"evaluation":[89],"results":[90,116],"across":[91],"five":[92],"learning":[94],"architectures,":[95],"MobileNet,":[96],"RegNetY,":[97],"Swin":[98],"Transformer,":[99],"ConvNeXt":[100],"V2,":[101],"EVA-02,":[103],"show":[104],"highest":[106],"accuracy":[107],"of":[108,120,157],"74.05%":[109],"public":[112],"dataset.":[114],"These":[115],"demonstrate":[117],"feasibility":[119],"integrating":[121],"such":[122],"systems":[123],"workflows":[126],"early":[128],"warnings.":[130],"Also,":[131],"work":[133],"suggests":[134],"human-in-the-loop":[136],"diagnostic":[137],"model,":[138],"where":[139],"robotic":[140],"complements":[143],"clinical":[144],"expertise":[145],"by":[146],"providing":[147],"proactive":[148],"support,":[149],"strengthening":[150],"workforce":[151],"resilience,":[152],"maintaining":[154],"quality":[156],"care.":[159]},"counts_by_year":[],"updated_date":"2026-01-29T23:17:01.242718","created_date":"2026-01-29T00:00:00"}
