{"id":"https://openalex.org/W3082616843","doi":"https://doi.org/10.1109/embc44109.2020.9176424","title":"A simplified method for online extraction of skin conductance features: A pilot study on an immersive virtual-reality-based motor task","display_name":"A simplified method for online extraction of skin conductance features: A pilot study on an immersive virtual-reality-based motor task","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3082616843","doi":"https://doi.org/10.1109/embc44109.2020.9176424","mag":"3082616843","pmid":"https://pubmed.ncbi.nlm.nih.gov/33018816"},"language":"en","primary_location":{"id":"doi:10.1109/embc44109.2020.9176424","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9176424","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5070031314","display_name":"Oscar I. Caldas","orcid":"https://orcid.org/0000-0002-3105-4656"},"institutions":[{"id":"https://openalex.org/I41047195","display_name":"Military University Nueva Granada","ror":"https://ror.org/05n0gsn30","country_code":"CO","type":"education","lineage":["https://openalex.org/I41047195"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Oscar I. Caldas","raw_affiliation_strings":["Faculty of Engineering, Universidad Militar Nueva Granada (UMNG)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Universidad Militar Nueva Granada (UMNG)","institution_ids":["https://openalex.org/I41047195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001290755","display_name":"Oscar Fernando Avil\u00e9s S\u00e1nchez","orcid":"https://orcid.org/0000-0001-8676-9926"},"institutions":[{"id":"https://openalex.org/I41047195","display_name":"Military University Nueva Granada","ror":"https://ror.org/05n0gsn30","country_code":"CO","type":"education","lineage":["https://openalex.org/I41047195"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Oscar F. Aviles","raw_affiliation_strings":["Davinci Research Group, Faculty of Engineering, Universidad Militar Nueva Granada, Bogot\u00e1 D.C., Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Davinci Research Group, Faculty of Engineering, Universidad Militar Nueva Granada, Bogot\u00e1 D.C., Colombia","institution_ids":["https://openalex.org/I41047195"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087927318","display_name":"Carlos Rodriguez\u2010Guerrero","orcid":"https://orcid.org/0000-0002-0297-9748"},"institutions":[{"id":"https://openalex.org/I4210116480","display_name":"Flanders Make (Belgium)","ror":"https://ror.org/02ndjfz59","country_code":"BE","type":"company","lineage":["https://openalex.org/I4210116480"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Carlos Rodriguez-Guerrero","raw_affiliation_strings":["Flanders Make and Robotics and Multibody Mechanics Research Group, Vrije Universitiet Brussel, Brussels, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Flanders Make and Robotics and Multibody Mechanics Research Group, Vrije Universitiet Brussel, Brussels, Belgium","institution_ids":["https://openalex.org/I4210116480"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8223,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66693679,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"2020","issue":null,"first_page":"3747","last_page":"3750"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9922999739646912,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9922999739646912,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9764999747276306,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/skin-conductance","display_name":"Skin conductance","score":0.770461916923523},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7439411878585815},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.6459406614303589},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6039708256721497},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5255064964294434},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.519111156463623},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4601069688796997},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.43470877408981323},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3623020052909851},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09819644689559937}],"concepts":[{"id":"https://openalex.org/C111902132","wikidata":"https://www.wikidata.org/wiki/Q1326834","display_name":"Skin conductance","level":2,"score":0.770461916923523},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7439411878585815},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.6459406614303589},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6039708256721497},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5255064964294434},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.519111156463623},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4601069688796997},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.43470877408981323},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3623020052909851},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09819644689559937},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069350","descriptor_name":"Telerehabilitation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069350","descriptor_name":"Telerehabilitation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069350","descriptor_name":"Telerehabilitation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076142","descriptor_name":"Virtual Reality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076142","descriptor_name":"Virtual Reality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076142","descriptor_name":"Virtual Reality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc44109.2020.9176424","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9176424","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:33018816","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33018816","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:vubissmart:VUBISSMART:2000:145876","is_oa":false,"landing_page_url":"https://doi.org/10.1109/EMBC44109.2020.9176424","pdf_url":null,"source":{"id":"https://openalex.org/S4306402573","display_name":"VUBIR (Vrije Universiteit Brussel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I13469542","host_organization_name":"Vrije Universiteit Brussel","host_organization_lineage":["https://openalex.org/I13469542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1239497932","https://openalex.org/W1777860244","https://openalex.org/W2022237181","https://openalex.org/W2030288893","https://openalex.org/W2053281035","https://openalex.org/W2144408839","https://openalex.org/W2246984363","https://openalex.org/W2598511351","https://openalex.org/W2754814323","https://openalex.org/W2782892168","https://openalex.org/W2980126029","https://openalex.org/W3014599724"],"related_works":["https://openalex.org/W3115771437","https://openalex.org/W4240558103","https://openalex.org/W2980234935","https://openalex.org/W2754277141","https://openalex.org/W1884167867","https://openalex.org/W2157759147","https://openalex.org/W3037587100","https://openalex.org/W52174007","https://openalex.org/W2149294419","https://openalex.org/W2971619563"],"abstract_inverted_index":{"There":[0],"is":[1],"a":[2,87,96,139,158],"growing":[3],"body":[4],"of":[5,11,40,108],"literature":[6],"that":[7],"recognizes":[8],"the":[9,41,105,109,146],"importance":[10,29],"Skin":[12],"Conductance":[13],"(SC)":[14],"for":[15,45,101,125],"assessing":[16],"changes":[17,144],"in":[18,104,145,161,169],"emotional":[19],"states,":[20],"such":[21],"as":[22,75,77,138],"engagement":[23],"to":[24,30,79,99,141,150],"learning":[25],"tasks,":[26],"and":[27,53,56,65,70,73,91],"its":[28,51],"estimate":[31],"possible":[32],"drawbacks":[33],"affecting":[34],"overall":[35],"performance.":[36],"To":[37],"date,":[38],"most":[39],"commonly":[42],"used":[43],"methods":[44],"SC":[46],"signal":[47],"analysis,":[48],"i.e.":[49],"detecting":[50],"phasic":[52],"tonic":[54],"components":[55],"thus":[57,71],"extracting":[58],"informative":[59],"features,":[60],"are":[61],"either":[62],"too":[63,68],"simple":[64],"unreliable":[66],"or":[67],"complex":[69],"inaccessible":[72],"inflexible,":[74],"well":[76],"unable":[78],"perform":[80],"online":[81],"analyses.":[82],"The":[83,132],"current":[84],"work":[85],"proposes":[86],"simplified":[88],"but":[89],"clear":[90],"effective":[92],"algorithm":[93],"based":[94],"on":[95],"Machine":[97],"State":[98],"search":[100],"expected":[102],"behaviors":[103],"well-defined":[106],"morphology":[107],"signal.":[110],"Eleven":[111],"(11)":[112],"features":[113],"were":[114],"correctly":[115],"extracted":[116],"from":[117],"79":[118],"healthy":[119],"subjects":[120],"during":[121],"an":[122],"experimental":[123,152],"setup":[124],"immersive":[126],"virtual":[127,162],"rehabilitation":[128,163],"(balance":[129],"study":[130],"case).":[131],"method":[133],"was":[134],"also":[135],"successfully":[136],"applied":[137],"tool":[140],"identify":[142],"significant":[143],"subjective":[147],"psychophysiological":[148],"response":[149],"different":[151],"conditions.":[153],"These":[154],"results":[155],"point":[156],"toward":[157],"potential":[159],"role":[160],"applications":[164],"by":[165],"getting":[166],"real-time":[167],"feedback":[168],"human-in-the-loop":[170],"approaches.":[171]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}
