{"id":"https://openalex.org/W4386524668","doi":"https://doi.org/10.1109/taffc.2023.3312762","title":"Mental Stress Assessment in the Workplace: A Review","display_name":"Mental Stress Assessment in the Workplace: A Review","publication_year":2023,"publication_date":"2023-09-07","ids":{"openalex":"https://openalex.org/W4386524668","doi":"https://doi.org/10.1109/taffc.2023.3312762"},"language":"en","primary_location":{"id":"doi:10.1109/taffc.2023.3312762","is_oa":true,"landing_page_url":"https://doi.org/10.1109/taffc.2023.3312762","pdf_url":"https://ieeexplore.ieee.org/ielx7/5165369/5520654/10243151.pdf","source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"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 Transactions on Affective Computing","raw_type":"journal-article"},"type":"review","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/5165369/5520654/10243151.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074677622","display_name":"Ghinwa Masri","orcid":"https://orcid.org/0000-0001-9242-4887"},"institutions":[{"id":"https://openalex.org/I199440890","display_name":"American University of Sharjah","ror":"https://ror.org/001g2fj96","country_code":"AE","type":"education","lineage":["https://openalex.org/I199440890"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Ghinwa Masri","raw_affiliation_strings":["Biomedical Engineering Department Graduate Program, American University of Sharjah, Sharjah, UAE","Biomedical engineering department graduate program, American University of Sharjah, Sharjah, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0001-9242-4887","affiliations":[{"raw_affiliation_string":"Biomedical Engineering Department Graduate Program, American University of Sharjah, Sharjah, UAE","institution_ids":["https://openalex.org/I199440890"]},{"raw_affiliation_string":"Biomedical engineering department graduate program, American University of Sharjah, Sharjah, United Arab Emirates","institution_ids":["https://openalex.org/I199440890"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015905278","display_name":"Fares Al-Shargie","orcid":"https://orcid.org/0000-0002-5792-8032"},"institutions":[{"id":"https://openalex.org/I199440890","display_name":"American University of Sharjah","ror":"https://ror.org/001g2fj96","country_code":"AE","type":"education","lineage":["https://openalex.org/I199440890"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Fares Al-Shargie","raw_affiliation_strings":["American University of Sharjah, Sharjah, UAE","American University of Sharjah, Sharjah, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-5792-8032","affiliations":[{"raw_affiliation_string":"American University of Sharjah, Sharjah, UAE","institution_ids":["https://openalex.org/I199440890"]},{"raw_affiliation_string":"American University of Sharjah, Sharjah, United Arab Emirates","institution_ids":["https://openalex.org/I199440890"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102737812","display_name":"Usman Tariq","orcid":"https://orcid.org/0000-0002-8244-2165"},"institutions":[{"id":"https://openalex.org/I199440890","display_name":"American University of Sharjah","ror":"https://ror.org/001g2fj96","country_code":"AE","type":"education","lineage":["https://openalex.org/I199440890"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Usman Tariq","raw_affiliation_strings":["Electrical Engineering Department, American University of Sharjah, Sharjah, UAE","Electrical Engineering Department, American University of Sharjah, Sharjah, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-8244-2165","affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, American University of Sharjah, Sharjah, UAE","institution_ids":["https://openalex.org/I199440890"]},{"raw_affiliation_string":"Electrical Engineering Department, American University of Sharjah, Sharjah, United Arab Emirates","institution_ids":["https://openalex.org/I199440890"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026022170","display_name":"Fadwa Al Mughairbi","orcid":"https://orcid.org/0000-0002-6306-5632"},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Fadwa Almughairbi","raw_affiliation_strings":["Clinical Psychology Department, United Arab Emirates University, Al Ain, UAE","Clinical Psychology Department, United Arab Emirates University, Al Ain, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-6306-5632","affiliations":[{"raw_affiliation_string":"Clinical Psychology Department, United Arab Emirates University, Al Ain, UAE","institution_ids":["https://openalex.org/I201726411"]},{"raw_affiliation_string":"Clinical Psychology Department, United Arab Emirates University, Al Ain, United Arab Emirates","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010366936","display_name":"Fabio Babiloni","orcid":"https://orcid.org/0000-0002-4962-176X"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Babiloni","raw_affiliation_strings":["Molecular Medicine Department, University of Rome Sapienza, Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0002-4962-176X","affiliations":[{"raw_affiliation_string":"Molecular Medicine Department, University of Rome Sapienza, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080706447","display_name":"Hasan Al\u2010Nashash","orcid":"https://orcid.org/0000-0002-9685-4937"},"institutions":[{"id":"https://openalex.org/I199440890","display_name":"American University of Sharjah","ror":"https://ror.org/001g2fj96","country_code":"AE","type":"education","lineage":["https://openalex.org/I199440890"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Hasan Al-Nashash","raw_affiliation_strings":["Department of Electrical Engineering, American University of Sharjah, Sharjah, UAE","Electrical Engineering Department, American University of Sharjah, Sharjah, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-9685-4937","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, American University of Sharjah, Sharjah, UAE","institution_ids":["https://openalex.org/I199440890"]},{"raw_affiliation_string":"Electrical Engineering Department, American University of Sharjah, Sharjah, United Arab Emirates","institution_ids":["https://openalex.org/I199440890"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5074677622"],"corresponding_institution_ids":["https://openalex.org/I199440890"],"apc_list":null,"apc_paid":null,"fwci":5.0489,"has_fulltext":true,"cited_by_count":49,"citation_normalized_percentile":{"value":0.96377597,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"15","issue":"3","first_page":"958","last_page":"976"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9822999835014343,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9822999835014343,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9767000079154968,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9635000228881836,"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/electroencephalography","display_name":"Electroencephalography","score":0.7819714546203613},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.7042405605316162},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.49265605211257935},{"id":"https://openalex.org/keywords/stress","display_name":"Stress (linguistics)","score":0.4809812307357788},{"id":"https://openalex.org/keywords/functional-near-infrared-spectroscopy","display_name":"Functional near-infrared spectroscopy","score":0.4712548553943634},{"id":"https://openalex.org/keywords/stressor","display_name":"Stressor","score":0.44260966777801514},{"id":"https://openalex.org/keywords/mental-stress","display_name":"Mental stress","score":0.4220949411392212},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.3401798903942108},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.32202526926994324},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.2697623372077942},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20296892523765564},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.17669185996055603},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.13158851861953735}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7819714546203613},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.7042405605316162},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.49265605211257935},{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.4809812307357788},{"id":"https://openalex.org/C130796691","wikidata":"https://www.wikidata.org/wiki/Q750537","display_name":"Functional near-infrared spectroscopy","level":4,"score":0.4712548553943634},{"id":"https://openalex.org/C125370674","wikidata":"https://www.wikidata.org/wiki/Q1527480","display_name":"Stressor","level":2,"score":0.44260966777801514},{"id":"https://openalex.org/C2984493583","wikidata":"https://www.wikidata.org/wiki/Q3500368","display_name":"Mental stress","level":2,"score":0.4220949411392212},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.3401798903942108},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.32202526926994324},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.2697623372077942},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20296892523765564},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.17669185996055603},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.13158851861953735},{"id":"https://openalex.org/C2781195155","wikidata":"https://www.wikidata.org/wiki/Q18680","display_name":"Prefrontal cortex","level":3,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/taffc.2023.3312762","is_oa":true,"landing_page_url":"https://doi.org/10.1109/taffc.2023.3312762","pdf_url":"https://ieeexplore.ieee.org/ielx7/5165369/5520654/10243151.pdf","source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"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 Transactions on Affective Computing","raw_type":"journal-article"},{"id":"pmh:oai:repository.aus.edu:11073/26087","is_oa":false,"landing_page_url":"https://hdl.handle.net/11073/26087","pdf_url":null,"source":{"id":"https://openalex.org/S4306400028","display_name":"DSpace at AUS (American University of Sharjah)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I199440890","host_organization_name":"American University of Sharjah","host_organization_lineage":["https://openalex.org/I199440890"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Published version"}],"best_oa_location":{"id":"doi:10.1109/taffc.2023.3312762","is_oa":true,"landing_page_url":"https://doi.org/10.1109/taffc.2023.3312762","pdf_url":"https://ieeexplore.ieee.org/ielx7/5165369/5520654/10243151.pdf","source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"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 Transactions on Affective Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1015726960","display_name":null,"funder_award_id":"FRG-20","funder_id":"https://openalex.org/F4320321430","funder_display_name":"American University of Sharjah"}],"funders":[{"id":"https://openalex.org/F4320321430","display_name":"American University of Sharjah","ror":"https://ror.org/001g2fj96"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386524668.pdf","grobid_xml":"https://content.openalex.org/works/W4386524668.grobid-xml"},"referenced_works_count":138,"referenced_works":["https://openalex.org/W2985946","https://openalex.org/W83025588","https://openalex.org/W87831785","https://openalex.org/W1510429593","https://openalex.org/W1591328957","https://openalex.org/W1606076675","https://openalex.org/W1794790026","https://openalex.org/W1921929190","https://openalex.org/W1932699166","https://openalex.org/W1985381857","https://openalex.org/W2019717997","https://openalex.org/W2044517857","https://openalex.org/W2108166473","https://openalex.org/W2110293440","https://openalex.org/W2116488983","https://openalex.org/W2154145109","https://openalex.org/W2162432365","https://openalex.org/W2167801237","https://openalex.org/W2184481998","https://openalex.org/W2282215035","https://openalex.org/W2291281181","https://openalex.org/W2294840761","https://openalex.org/W2359897099","https://openalex.org/W2522453581","https://openalex.org/W2528351778","https://openalex.org/W2538889800","https://openalex.org/W2557278696","https://openalex.org/W2594907931","https://openalex.org/W2611370836","https://openalex.org/W2622717315","https://openalex.org/W2720680458","https://openalex.org/W2726463838","https://openalex.org/W2765666606","https://openalex.org/W2769707607","https://openalex.org/W2774307295","https://openalex.org/W2775074734","https://openalex.org/W2779568936","https://openalex.org/W2790550375","https://openalex.org/W2801325359","https://openalex.org/W2802995083","https://openalex.org/W2803107794","https://openalex.org/W2807107191","https://openalex.org/W2808681698","https://openalex.org/W2885544407","https://openalex.org/W2886710163","https://openalex.org/W2888582661","https://openalex.org/W2892174985","https://openalex.org/W2896922564","https://openalex.org/W2897982924","https://openalex.org/W2898139167","https://openalex.org/W2898970151","https://openalex.org/W2899356257","https://openalex.org/W2913739675","https://openalex.org/W2945596943","https://openalex.org/W2946180466","https://openalex.org/W2947706773","https://openalex.org/W2953666947","https://openalex.org/W2958197594","https://openalex.org/W2971355042","https://openalex.org/W2974457857","https://openalex.org/W2977691951","https://openalex.org/W2980095305","https://openalex.org/W2980180477","https://openalex.org/W2989598961","https://openalex.org/W2990341163","https://openalex.org/W2998342169","https://openalex.org/W3009849862","https://openalex.org/W3015933365","https://openalex.org/W3017000887","https://openalex.org/W3020649347","https://openalex.org/W3021438609","https://openalex.org/W3022034273","https://openalex.org/W3025201136","https://openalex.org/W3032068728","https://openalex.org/W3038141292","https://openalex.org/W3039284935","https://openalex.org/W3039663642","https://openalex.org/W3047209312","https://openalex.org/W3047660829","https://openalex.org/W3086575647","https://openalex.org/W3087291097","https://openalex.org/W3092404120","https://openalex.org/W3093214314","https://openalex.org/W3095424116","https://openalex.org/W3096288315","https://openalex.org/W3111982519","https://openalex.org/W3120424088","https://openalex.org/W3125484118","https://openalex.org/W3128237616","https://openalex.org/W3129565939","https://openalex.org/W3135857679","https://openalex.org/W3162380478","https://openalex.org/W3163347185","https://openalex.org/W3163672068","https://openalex.org/W3164144088","https://openalex.org/W3167394498","https://openalex.org/W3179585071","https://openalex.org/W3197935848","https://openalex.org/W3199166979","https://openalex.org/W3202291450","https://openalex.org/W3202664674","https://openalex.org/W3203848149","https://openalex.org/W3204236513","https://openalex.org/W3211372389","https://openalex.org/W3215251607","https://openalex.org/W4200155601","https://openalex.org/W4200519744","https://openalex.org/W4205609607","https://openalex.org/W4206363484","https://openalex.org/W4206910115","https://openalex.org/W4207039255","https://openalex.org/W4210625202","https://openalex.org/W4210632251","https://openalex.org/W4210859775","https://openalex.org/W4211032231","https://openalex.org/W4211254577","https://openalex.org/W4224929298","https://openalex.org/W4225891324","https://openalex.org/W4229049894","https://openalex.org/W4281958864","https://openalex.org/W4282942225","https://openalex.org/W4283022701","https://openalex.org/W4285267541","https://openalex.org/W4285308790","https://openalex.org/W4285588622","https://openalex.org/W4287735700","https://openalex.org/W4289781078","https://openalex.org/W4295087979","https://openalex.org/W4306694224","https://openalex.org/W4312106322","https://openalex.org/W4318148700","https://openalex.org/W4318464903","https://openalex.org/W4379473277","https://openalex.org/W6600125924","https://openalex.org/W6762962716","https://openalex.org/W6779721284","https://openalex.org/W6781501368","https://openalex.org/W6793273150"],"related_works":["https://openalex.org/W2185469136","https://openalex.org/W2518226033","https://openalex.org/W2906058118","https://openalex.org/W4376595809","https://openalex.org/W2011264131","https://openalex.org/W1525846759","https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W1941903492"],"abstract_inverted_index":{"Workers":[0],"with":[1,120,153,181],"demanding":[2],"jobs":[3],"are":[4,94,100],"at":[5],"risk":[6],"of":[7,62,124,159],"experiencing":[8],"mental":[9,15,49,63,86,160],"stress,":[10,164],"leading":[11],"to":[12,79,96,102,142],"decreased":[13],"performance,":[14],"illness,":[16],"and":[17,36,45,54,60,72,99,130,178],"disrupted":[18],"sleep.":[19],"To":[20,109,162],"detect":[21],"elevated":[22],"stress":[23,31,50,87,112,146],"levels":[24],"in":[25,51,84,88,115,148],"the":[26,42,52,66,81,89,116],"workplace,":[27,117],"studies":[28],"have":[29],"explored":[30],"measurement":[32],"from":[33],"physiological,":[34],"psychological,":[35],"behavioral":[37],"perspectives.":[38],"This":[39,139],"paper":[40],"reviews":[41],"assessment":[43,114],"methods":[44],"strategies":[46,144],"for":[47,57,145],"mitigating":[48],"workplace":[53],"provides":[55],"recommendations":[56],"early":[58],"detection":[59],"mitigation":[61],"stress.":[64,161],"Among":[65],"modalities,":[67],"Electroencephalography":[68],"(EEG),":[69],"Electrocardiography":[70],"(ECG)":[71],"Galvanic":[73],"Skin":[74],"Response":[75],"(GSR)":[76],"were":[77],"found":[78],"be":[80,103,137],"most":[82],"used":[83],"assessing":[85],"workplace.":[90],"Nevertheless,":[91],"these":[92],"modalities":[93],"sensitive":[95],"motion":[97],"artifacts":[98],"difficult":[101],"integrated":[104],"into":[105],"real":[106],"work":[107],"environments.":[108],"further":[110],"improve":[111,156],"level":[113],"multimodality":[118],"integration":[119],"a":[121,168],"reduced":[122],"number":[123],"sensors":[125],"such":[126,184],"as":[127,185],"EEG,":[128],"GSR":[129],"Functional":[131],"near":[132],"infrared":[133],"spectroscopy":[134],"(fNIRS)":[135],"can":[136],"utilized.":[138],"would":[140,155],"lead":[141],"developing":[143,167],"management":[147],"real-time.":[149],"Furthermore,":[150],"combining":[151],"EEG":[152],"fNIRS":[154],"source":[157],"localization":[158],"mitigate":[163],"we":[165],"recommend":[166],"closed":[169],"loop":[170],"system":[171],"that":[172],"incorporates":[173],"brain":[174],"data":[175],"acquisition":[176],"systems":[177],"machine":[179],"learning":[180],"physical":[182],"stimulations":[183],"audio":[186],"Binaural":[187],"Beats":[188],"Stimulation":[189],"and/or":[190],"Transcranial":[191],"Electric":[192],"Stimulation.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":14},{"year":2025,"cited_by_count":25},{"year":2024,"cited_by_count":10}],"updated_date":"2026-06-05T09:01:59.212387","created_date":"2025-10-10T00:00:00"}
