{"id":"https://openalex.org/W2755733375","doi":"https://doi.org/10.1109/embc.2017.8037434","title":"Evaluating the effectiveness of different external cues on non-invasive brain-computer interfaces","display_name":"Evaluating the effectiveness of different external cues on non-invasive brain-computer interfaces","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2755733375","doi":"https://doi.org/10.1109/embc.2017.8037434","mag":"2755733375","pmid":"https://pubmed.ncbi.nlm.nih.gov/29060475"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2017.8037434","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037434","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and 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/A5061113500","display_name":"Sarah Pearce","orcid":"https://orcid.org/0009-0004-7626-5803"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sarah Pearce","raw_affiliation_strings":["Department of Systems Design Engineering, University of Waterloo, Waterloo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems Design Engineering, University of Waterloo, Waterloo","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026670327","display_name":"Jennifer Boger","orcid":"https://orcid.org/0000-0001-6150-151X"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jennifer Boger","raw_affiliation_strings":["Department of Systems Design Engineering, University of Waterloo, Waterloo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems Design Engineering, University of Waterloo, Waterloo","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078300721","display_name":"Natalie Mrachacz\u2010Kersting","orcid":"https://orcid.org/0000-0003-2814-5351"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Natalie Mrachacz-Kersting","raw_affiliation_strings":["Department of Systems Design Engineering, University of Waterloo, Waterloo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems Design Engineering, University of Waterloo, Waterloo","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065669889","display_name":"Dario Farina","orcid":"https://orcid.org/0000-0002-7883-2697"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Dario Farina","raw_affiliation_strings":["Department of Systems Design Engineering, University of Waterloo, Waterloo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems Design Engineering, University of Waterloo, Waterloo","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052756710","display_name":"Ning Jiang","orcid":"https://orcid.org/0000-0003-1579-3114"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ning Jiang","raw_affiliation_strings":["Department of Systems Design Engineering, University of Waterloo, Waterloo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems Design Engineering, University of Waterloo, Waterloo","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I151746483"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.12078325,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2017","issue":null,"first_page":"2782","last_page":"2785"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","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/T10429","display_name":"EEG and Brain-Computer Interfaces","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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.987500011920929,"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/affect","display_name":"Affect (linguistics)","score":0.6807459592819214},{"id":"https://openalex.org/keywords/sensory-cue","display_name":"Sensory cue","score":0.6258200407028198},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.6214327812194824},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.559221625328064},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.5535776615142822},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5283770561218262},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.5096986293792725},{"id":"https://openalex.org/keywords/sample-size-determination","display_name":"Sample size determination","score":0.45649945735931396},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.4376674294471741},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4058292806148529},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.38565006852149963},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.38374054431915283},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.38339802622795105},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3754602372646332},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.2804437279701233},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24890130758285522},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.1798403561115265},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.17974388599395752},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.12393984198570251},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08450070023536682},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08038321137428284}],"concepts":[{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.6807459592819214},{"id":"https://openalex.org/C111370547","wikidata":"https://www.wikidata.org/wiki/Q7451120","display_name":"Sensory cue","level":2,"score":0.6258200407028198},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.6214327812194824},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.559221625328064},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.5535776615142822},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5283770561218262},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.5096986293792725},{"id":"https://openalex.org/C129848803","wikidata":"https://www.wikidata.org/wiki/Q2564360","display_name":"Sample size determination","level":2,"score":0.45649945735931396},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.4376674294471741},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4058292806148529},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.38565006852149963},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.38374054431915283},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.38339802622795105},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3754602372646332},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.2804437279701233},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24890130758285522},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.1798403561115265},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.17974388599395752},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.12393984198570251},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08450070023536682},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08038321137428284},{"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/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000067877","descriptor_name":"Autism Spectrum Disorder","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000067877","descriptor_name":"Autism Spectrum Disorder","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000067877","descriptor_name":"Autism Spectrum Disorder","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003463","descriptor_name":"Cues","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003463","descriptor_name":"Cues","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003463","descriptor_name":"Cues","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","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":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1109/embc.2017.8037434","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037434","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:29060475","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29060475","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:freidok.uni-freiburg.de:279747","is_oa":false,"landing_page_url":"https://freidok.uni-freiburg.de/data/279747","pdf_url":null,"source":{"id":"https://openalex.org/S4306401057","display_name":"FreiDok plus (Universit\u00e4tsbibliothek Freiburg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I161046081","host_organization_name":"University of Freiburg","host_organization_lineage":["https://openalex.org/I161046081"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). - Piscataway, NJ, 2017. - 2782-2785, ISBN: 978-1-5090-2809-2","raw_type":"article_in_conference_proceedings"},{"id":"pmh:oai:pure.atira.dk:publications/976db28c-09df-4190-8d56-af1d87e6d622","is_oa":false,"landing_page_url":"https://vbn.aau.dk/da/publications/976db28c-09df-4190-8d56-af1d87e6d622","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"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":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1628803533","https://openalex.org/W1975898493","https://openalex.org/W1983595188","https://openalex.org/W1999389071","https://openalex.org/W2076151856","https://openalex.org/W2081146466","https://openalex.org/W2082517825","https://openalex.org/W2106006415","https://openalex.org/W2106342817","https://openalex.org/W2145649215"],"related_works":["https://openalex.org/W3202969339","https://openalex.org/W4237513258","https://openalex.org/W2044053727","https://openalex.org/W4411653333","https://openalex.org/W1994410349","https://openalex.org/W3177028067","https://openalex.org/W4280602684","https://openalex.org/W1913385466","https://openalex.org/W2914170859","https://openalex.org/W2889342546"],"abstract_inverted_index":{"Although":[0],"BCI":[1],"technology":[2],"has":[3,14],"vastly":[4],"improved":[5],"in":[6],"the":[7,25,35,54,75,103],"last":[8],"few":[9],"years,":[10],"very":[11],"little":[12],"research":[13],"been":[15],"done":[16],"into":[17],"how":[18],"different":[19,64,129],"types":[20],"of":[21,37],"cues":[22,42,60,85],"may":[23],"affect":[24],"resulting":[26],"signal.":[27],"We":[28],"have":[29,125],"conducted":[30],"preliminary":[31],"work":[32,100,108],"to":[33,124],"examine":[34],"effects":[36],"using":[38],"auditory":[39,57],"versus":[40],"visual":[41,59,84],"on":[43],"MRCP":[44,89],"signal":[45],"detection.":[46],"While":[47],"our":[48],"sample":[49,104],"size":[50,105],"was":[51],"small":[52],"(n=5),":[53],"data":[55],"for":[56,65,74,95,128],"and":[58,83,106],"were":[61],"not":[62],"statistically":[63],"young,":[66],"healthy":[67],"participants,":[68],"suggesting":[69],"that":[70,81],"they":[71],"are":[72,122],"comparable":[73],"parameters":[76],"analyzed.":[77],"Our":[78],"results":[79],"indicated":[80],"audio":[82],"likely":[86],"produce":[87],"similar":[88],"signals,":[90],"which":[91],"is":[92],"useful":[93],"information":[94],"designing":[96],"non-invasive":[97],"BCIs.":[98],"Future":[99],"includes":[101],"expanding":[102],"conducting":[107],"with":[109,116],"special":[110],"needs":[111],"populations,":[112],"such":[113],"as":[114],"children":[115],"Autism":[117],"Spectrum":[118],"Disorder":[119],"(ASD),":[120],"who":[121],"known":[123],"strong":[126],"preferences":[127],"interfaces.":[130]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
