{"id":"https://openalex.org/W2899231953","doi":"https://doi.org/10.1109/embc.2018.8512615","title":"Motor Imagery based Brain Computer Interface Paradigm for Upper Limb Stroke Rehabilitation","display_name":"Motor Imagery based Brain Computer Interface Paradigm for Upper Limb Stroke Rehabilitation","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2899231953","doi":"https://doi.org/10.1109/embc.2018.8512615","mag":"2899231953","pmid":"https://pubmed.ncbi.nlm.nih.gov/30440782"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2018.8512615","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8512615","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th Annual International Conference of the IEEE Engineering in Medicine and 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/A5110066830","display_name":"J Petersen","orcid":null},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Jacob Petersen","raw_affiliation_strings":["Danmarks Tekniske Universitet, Lyngby, DK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Danmarks Tekniske Universitet, Lyngby, DK","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044870456","display_name":"Helle K. Iversen","orcid":"https://orcid.org/0000-0002-5880-6352"},"institutions":[{"id":"https://openalex.org/I2802086085","display_name":"Glostrup Hospital","ror":"https://ror.org/05p1frt18","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802086085","https://openalex.org/I2802567020","https://openalex.org/I2802709434","https://openalex.org/I4210145385"]},{"id":"https://openalex.org/I2802709434","display_name":"Rigshospitalet","ror":"https://ror.org/03mchdq19","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802567020","https://openalex.org/I2802709434","https://openalex.org/I4210145385"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Helle K. Iversen","raw_affiliation_strings":["Rigshospitalet Glostrup, Glostrup, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rigshospitalet Glostrup, Glostrup, Denmark","institution_ids":["https://openalex.org/I2802086085","https://openalex.org/I2802709434"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072860842","display_name":"Sadasivan Puthusserypady","orcid":"https://orcid.org/0000-0001-7564-2612"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Sadasivan Puthusserypady","raw_affiliation_strings":["Danmarks Tekniske Universitet, Lyngby, DK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Danmarks Tekniske Universitet, Lyngby, DK","institution_ids":["https://openalex.org/I96673099"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6418,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.68157927,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2018","issue":null,"first_page":"1960","last_page":"1963"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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":0.9998999834060669,"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/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2742","display_name":"Rehabilitation"},"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/motor-imagery","display_name":"Motor imagery","score":0.8720414638519287},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.7961710691452026},{"id":"https://openalex.org/keywords/rehabilitation","display_name":"Rehabilitation","score":0.6724070906639099},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.6267691254615784},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5742977857589722},{"id":"https://openalex.org/keywords/stroke","display_name":"Stroke (engine)","score":0.5063790082931519},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.42171812057495117},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34554123878479004},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32108235359191895},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.262258917093277},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.24873816967010498},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.20951518416404724},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.19142097234725952},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11722418665885925}],"concepts":[{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.8720414638519287},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.7961710691452026},{"id":"https://openalex.org/C2778818304","wikidata":"https://www.wikidata.org/wiki/Q1819478","display_name":"Rehabilitation","level":2,"score":0.6724070906639099},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.6267691254615784},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5742977857589722},{"id":"https://openalex.org/C2780645631","wikidata":"https://www.wikidata.org/wiki/Q671554","display_name":"Stroke (engine)","level":2,"score":0.5063790082931519},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.42171812057495117},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34554123878479004},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32108235359191895},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.262258917093277},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.24873816967010498},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.20951518416404724},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.19142097234725952},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11722418665885925},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000071939","descriptor_name":"Stroke Rehabilitation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000071939","descriptor_name":"Stroke Rehabilitation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000071939","descriptor_name":"Stroke Rehabilitation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D007092","descriptor_name":"Imagination","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":false},{"descriptor_ui":"D007092","descriptor_name":"Imagination","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":"D019018","descriptor_name":"Imagery, Psychotherapy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020521","descriptor_name":"Stroke","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/embc.2018.8512615","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8512615","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:30440782","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30440782","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:pure.atira.dk:openaire_cris_publications/a2b4610a-4f19-44a5-a429-bf0a5219637d","is_oa":false,"landing_page_url":"https://researchprofiles.ku.dk/da/publications/a2b4610a-4f19-44a5-a429-bf0a5219637d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Petersen , J , Iversen , H K & Puthusserypady , S 2018 , Motor Imagery based Brain Computer Interface Paradigm for Upper Limb Stroke Rehabilitation . in 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018 . , 8512615 , IEEE , Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS , vol. 2018-July , pp. 1960-1963 , 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018 , Honolulu , United States , 18/07/2018 . https://doi.org/10.1109/EMBC.2018.8512615","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1515088266","https://openalex.org/W1866068290","https://openalex.org/W2027637514","https://openalex.org/W2040647920","https://openalex.org/W2079168863","https://openalex.org/W2132360759","https://openalex.org/W2145673887","https://openalex.org/W2146738291","https://openalex.org/W2161343535","https://openalex.org/W2161719272","https://openalex.org/W2170807530","https://openalex.org/W2213712841","https://openalex.org/W2346948395","https://openalex.org/W2531095376","https://openalex.org/W6681658711"],"related_works":["https://openalex.org/W1977940006","https://openalex.org/W2887556756","https://openalex.org/W2947925238","https://openalex.org/W195417223","https://openalex.org/W1984377984","https://openalex.org/W1961545574","https://openalex.org/W3045772920","https://openalex.org/W2510077457","https://openalex.org/W2047816336","https://openalex.org/W2944296668"],"abstract_inverted_index":{"Motor":[0],"Imagery":[1],"(MI)":[2],"based":[3,38,59],"Brain":[4],"Computer":[5],"Interface":[6],"(BCI)":[7],"systems":[8,61],"have":[9,182],"shown":[10],"potential":[11],"to":[12,23,34,141,149,190,193,200,205],"serve":[13],"as":[14,81,83,197,199],"a":[15,114,150,203],"tool":[16],"for":[17,19,62,97,118,137,143,174],"neurorehabilitation":[18,47],"post":[20],"stroke":[21,53],"patients":[22],"complement":[24],"the":[25,70,75,91,101,104,127,138,144,154,175,195],"standard":[26],"therapy.":[27],"The":[28,87,120,164],"aim":[29],"of":[30,48,134],"this":[31],"study":[32,152],"was":[33],"develop":[35],"an":[36,131],"MI":[37,58,177],"BCI":[39,60,76],"system":[40,122,204],"that":[41,180],"could":[42],"potentially":[43],"be":[44,191],"used":[45],"in":[46,52,184,207],"hand":[49],"motor":[50],"function":[51],"patients.":[54],"Two":[55],"co-adaptive,":[56],"three-class":[57],"realtime":[63],"processing":[64],"were":[65],"developed":[66],"and":[67,100],"compared":[68,140],"using":[69,126,153],"publicly":[71],"available":[72],"data":[73,129,179],"from":[74],"Competition":[77],"III":[78],"Dataset":[79],"V":[80],"well":[82,198],"our":[84,185],"own":[85],"data.":[86],"first":[88],"algorithm":[89],"utilizes":[90,103],"Filterbank":[92],"Common":[93,106],"Spatial":[94],"Pattern":[95,108],"(FBCSP)":[96],"feature":[98,156],"extraction,":[99],"other":[102,161],"Separable":[105],"Spatio-Spectral":[107],"(SCSSP)":[109],"-":[110],"both":[111],"combined":[112],"with":[113,160],"Multi-layer":[115],"Perceptron":[116],"(MLP)":[117],"classification.":[119],"proposed":[121,165],"proved":[123,147],"successful":[124],"when":[125],"competition":[128],"showing":[130],"average":[132],"accuracy":[133],"64.71":[135],"%":[136],"SCSSP":[139],"60.48%":[142],"FBCSP.":[145],"This":[146],"superior":[148],"related":[151],"same":[155],"extraction":[157],"methods,":[158],"but":[159],"classification":[162],"methods.":[163],"system,":[166],"however":[167],"did":[168],"show":[169],"results":[170],"around":[171],"chance":[172],"level":[173],"3-class":[176],"experimental":[178],"we":[181],"collected":[183],"laboratory.":[186],"Further":[187],"studies":[188],"needs":[189],"conducted":[192],"improve":[194],"performance":[196],"realize":[201],"such":[202],"put":[206],"use.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
