{"id":"https://openalex.org/W3082983638","doi":"https://doi.org/10.1109/embc44109.2020.9175929","title":"Prediction of Motor Imagery Performance based on Pre-Trial Spatio-Spectral Alertness Features","display_name":"Prediction of Motor Imagery Performance based on Pre-Trial Spatio-Spectral Alertness Features","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3082983638","doi":"https://doi.org/10.1109/embc44109.2020.9175929","mag":"3082983638","pmid":"https://pubmed.ncbi.nlm.nih.gov/33018651"},"language":"en","primary_location":{"id":"doi:10.1109/embc44109.2020.9175929","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9175929","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":"article","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/A5090640756","display_name":"Mastaneh Torkamani\u2010Azar","orcid":"https://orcid.org/0000-0001-6172-7842"},"institutions":[{"id":"https://openalex.org/I134235054","display_name":"Sabanc\u0131 \u00dcniversitesi","ror":"https://ror.org/049asqa32","country_code":"TR","type":"education","lineage":["https://openalex.org/I134235054"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mastaneh Torkamani-Azar","raw_affiliation_strings":["Faculty of Engineering and Natural Sciences, Sabanci University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Natural Sciences, Sabanci University, Istanbul, Turkey","institution_ids":["https://openalex.org/I134235054"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089075008","display_name":"Aysa Jafarifarmand","orcid":"https://orcid.org/0000-0001-8960-5708"},"institutions":[{"id":"https://openalex.org/I134235054","display_name":"Sabanc\u0131 \u00dcniversitesi","ror":"https://ror.org/049asqa32","country_code":"TR","type":"education","lineage":["https://openalex.org/I134235054"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Aysa Jafarifarmand","raw_affiliation_strings":["Faculty of Engineering and Natural Sciences, Sabanci University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Natural Sciences, Sabanci University, Istanbul, Turkey","institution_ids":["https://openalex.org/I134235054"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017228370","display_name":"M\u00fcjdat \u00c7etin","orcid":"https://orcid.org/0000-0002-9824-1229"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mujdat Cetin","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Rochester, Rochester, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Rochester, Rochester, NY, USA","institution_ids":["https://openalex.org/I5388228"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5711,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.64546431,"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":"3062","last_page":"3065"},"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/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.988099992275238,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9805999994277954,"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/alertness","display_name":"Alertness","score":0.9625617265701294},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7784357070922852},{"id":"https://openalex.org/keywords/motor-imagery","display_name":"Motor imagery","score":0.7294827103614807},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.7249442338943481},{"id":"https://openalex.org/keywords/vigilance","display_name":"Vigilance (psychology)","score":0.6539381742477417},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5897495746612549},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.579076886177063},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4879729151725769},{"id":"https://openalex.org/keywords/brain-activity-and-meditation","display_name":"Brain activity and meditation","score":0.4384397864341736},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3791251480579376},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.34084123373031616},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3094419240951538},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.2938859760761261},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.13193118572235107}],"concepts":[{"id":"https://openalex.org/C200678441","wikidata":"https://www.wikidata.org/wiki/Q1423044","display_name":"Alertness","level":2,"score":0.9625617265701294},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7784357070922852},{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.7294827103614807},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.7249442338943481},{"id":"https://openalex.org/C192769605","wikidata":"https://www.wikidata.org/wiki/Q1418914","display_name":"Vigilance (psychology)","level":2,"score":0.6539381742477417},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5897495746612549},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.579076886177063},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4879729151725769},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.4384397864341736},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3791251480579376},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.34084123373031616},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3094419240951538},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.2938859760761261},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.13193118572235107},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001288","descriptor_name":"Attention","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001288","descriptor_name":"Attention","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001288","descriptor_name":"Attention","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":"D007092","descriptor_name":"Imagination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007092","descriptor_name":"Imagination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007092","descriptor_name":"Imagination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019018","descriptor_name":"Imagery, Psychotherapy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019018","descriptor_name":"Imagery, Psychotherapy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019018","descriptor_name":"Imagery, Psychotherapy","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":3,"locations":[{"id":"doi:10.1109/embc44109.2020.9175929","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9175929","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:33018651","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33018651","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:research.sabanciuniv.edu:46874","is_oa":false,"landing_page_url":"https://research.sabanciuniv.edu/id/eprint/46874/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402254","display_name":"Sabanci University","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I134235054","host_organization_name":"Sabanc\u0131 \u00dcniversitesi","host_organization_lineage":["https://openalex.org/I134235054"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Papers in Conference Proceedings"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1970242638","https://openalex.org/W2003922371","https://openalex.org/W2010451491","https://openalex.org/W2078099808","https://openalex.org/W2110204271","https://openalex.org/W2153108330","https://openalex.org/W2294177319","https://openalex.org/W2429215548","https://openalex.org/W2558193840","https://openalex.org/W2737825951","https://openalex.org/W2913892853","https://openalex.org/W2945206942","https://openalex.org/W2980158406","https://openalex.org/W2982251456","https://openalex.org/W2988115048","https://openalex.org/W3010708469"],"related_works":["https://openalex.org/W2142087160","https://openalex.org/W1650914880","https://openalex.org/W2400587153","https://openalex.org/W2980840550","https://openalex.org/W2922584585","https://openalex.org/W2795466862","https://openalex.org/W2120499075","https://openalex.org/W2989924578","https://openalex.org/W199529706","https://openalex.org/W3082983638"],"abstract_inverted_index":{"Electroencephalogram":[0],"(EEG)":[1],"based":[2,13,110],"brain-computer":[3],"interfaces":[4],"(BCIs)":[5],"enable":[6],"communication":[7],"by":[8,24,91],"interpreting":[9],"the":[10,37,68,105,112,116],"user":[11,117],"intent":[12],"on":[14,63,67,111],"measured":[15],"brain":[16],"electrical":[17],"activity.":[18],"Such":[19],"interpretation":[20],"is":[21],"usually":[22],"performed":[23],"supervised":[25],"classifiers":[26],"constructed":[27],"in":[28,33,50,57],"training":[29],"sessions.":[30],"However,":[31],"changes":[32],"cognitive":[34,113],"states":[35],"of":[36,65,70,115],"user,":[38],"such":[39],"as":[40,75],"alertness":[41,66,109],"and":[42],"vigilance,":[43],"during":[44,118],"test":[45],"sessions":[46],"lead":[47],"to":[48,86],"variations":[49],"EEG":[51,95],"patterns,":[52],"causing":[53],"classification":[54],"performance":[55,69,89],"decline":[56,90],"BCI":[58,74,119],"systems.":[59],"This":[60],"research":[61],"focuses":[62],"effects":[64],"motor":[71],"imagery":[72],"(MI)":[73],"a":[76,83],"common":[77],"mental":[78],"control":[79],"paradigm.":[80],"It":[81],"proposes":[82],"new":[84],"protocol":[85,99],"predict":[87],"MI":[88],"alertness-related":[92],"pre-trial":[93],"spatio-spectral":[94],"features.":[96],"The":[97],"proposed":[98],"can":[100],"be":[101],"used":[102],"for":[103],"adapting":[104],"classifier":[106],"or":[107],"restoring":[108],"state":[114],"applications.":[120]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
