{"id":"https://openalex.org/W2904614007","doi":"https://doi.org/10.1109/tbme.2018.2882075","title":"Tactile Stimulation Improves Sensorimotor Rhythm-Based BCI Performance in Stroke Patients","display_name":"Tactile Stimulation Improves Sensorimotor Rhythm-Based BCI Performance in Stroke Patients","publication_year":2018,"publication_date":"2018-12-07","ids":{"openalex":"https://openalex.org/W2904614007","doi":"https://doi.org/10.1109/tbme.2018.2882075","mag":"2904614007","pmid":"https://pubmed.ncbi.nlm.nih.gov/30452349"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2018.2882075","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2018.2882075","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"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 Biomedical Engineering","raw_type":"journal-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/A5074152597","display_name":"Xiaokang Shu","orcid":"https://orcid.org/0000-0003-2581-066X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaokang Shu","raw_affiliation_strings":["School of Mechanical Engineering, Shanghai Jiao Tong University"],"raw_orcid":"https://orcid.org/0000-0003-2581-066X","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shugeng Chen","orcid":"https://orcid.org/0000-0001-8881-9237"},"institutions":[{"id":"https://openalex.org/I4210159575","display_name":"Huashan Hospital","ror":"https://ror.org/05201qm87","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210159575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shugeng Chen","raw_affiliation_strings":["Department of Rehabilitation, Huashan Hospital"],"raw_orcid":"https://orcid.org/0000-0001-8881-9237","affiliations":[{"raw_affiliation_string":"Department of Rehabilitation, Huashan Hospital","institution_ids":["https://openalex.org/I4210159575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086075497","display_name":"Jianjun Meng","orcid":"https://orcid.org/0000-0003-0813-652X"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianjun Meng","raw_affiliation_strings":["Department of Biomedical Engineering, Carnegie Mellon University"],"raw_orcid":"https://orcid.org/0000-0003-0813-652X","affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000732066","display_name":"Lin Yao","orcid":"https://orcid.org/0000-0003-2065-7280"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lin Yao","raw_affiliation_strings":["School of Electrical and Computer Engineering, Cornell University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Cornell University","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062272467","display_name":"Xinjun Sheng","orcid":"https://orcid.org/0000-0001-6124-8665"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinjun Sheng","raw_affiliation_strings":["School of Mechanical Engineering, Shanghai Jiao Tong University"],"raw_orcid":"https://orcid.org/0000-0001-6124-8665","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043128749","display_name":"Jie Jia","orcid":"https://orcid.org/0000-0002-4516-4629"},"institutions":[{"id":"https://openalex.org/I4210159575","display_name":"Huashan Hospital","ror":"https://ror.org/05201qm87","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210159575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Jia","raw_affiliation_strings":["Department of Rehabilitation, Huashan Hospital, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-4516-4629","affiliations":[{"raw_affiliation_string":"Department of Rehabilitation, Huashan Hospital, Shanghai, China","institution_ids":["https://openalex.org/I4210159575"]}]},{"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/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dario Farina","raw_affiliation_strings":["Department of Bioengineering, Imperial College London"],"raw_orcid":"https://orcid.org/0000-0002-7883-2697","affiliations":[{"raw_affiliation_string":"Department of Bioengineering, Imperial College London","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078125284","display_name":"Xiangyang Zhu","orcid":"https://orcid.org/0000-0003-4914-6636"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangyang Zhu","raw_affiliation_strings":["School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-4914-6636","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6101,"has_fulltext":false,"cited_by_count":56,"citation_normalized_percentile":{"value":0.830171,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"66","issue":"7","first_page":"1987","last_page":"1995"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9283000230789185,"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":0.9283000230789185,"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/T10614","display_name":"Transcranial Magnetic Stimulation Studies","score":0.020600000396370888,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.019999999552965164,"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/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.9218929409980774},{"id":"https://openalex.org/keywords/sensory-stimulation-therapy","display_name":"Sensory stimulation therapy","score":0.6212241053581238},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.5186271071434021},{"id":"https://openalex.org/keywords/neuroprosthetics","display_name":"Neuroprosthetics","score":0.5164006352424622},{"id":"https://openalex.org/keywords/sensory-system","display_name":"Sensory system","score":0.511660099029541},{"id":"https://openalex.org/keywords/rehabilitation","display_name":"Rehabilitation","score":0.490776389837265},{"id":"https://openalex.org/keywords/sensorimotor-rhythm","display_name":"Sensorimotor rhythm","score":0.4820424020290375},{"id":"https://openalex.org/keywords/stimulation","display_name":"Stimulation","score":0.47304409742355347},{"id":"https://openalex.org/keywords/stroke","display_name":"Stroke (engine)","score":0.4622030258178711},{"id":"https://openalex.org/keywords/neurorehabilitation","display_name":"Neurorehabilitation","score":0.4611428678035736},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.45408159494400024},{"id":"https://openalex.org/keywords/motor-cortex","display_name":"Motor cortex","score":0.4472990334033966},{"id":"https://openalex.org/keywords/transcranial-magnetic-stimulation","display_name":"Transcranial magnetic stimulation","score":0.4414561986923218},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.40972626209259033},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.359480082988739},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.35398632287979126}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.9218929409980774},{"id":"https://openalex.org/C25457674","wikidata":"https://www.wikidata.org/wiki/Q17163316","display_name":"Sensory stimulation therapy","level":3,"score":0.6212241053581238},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.5186271071434021},{"id":"https://openalex.org/C197525751","wikidata":"https://www.wikidata.org/wiki/Q1431093","display_name":"Neuroprosthetics","level":2,"score":0.5164006352424622},{"id":"https://openalex.org/C94487597","wikidata":"https://www.wikidata.org/wiki/Q11101","display_name":"Sensory system","level":2,"score":0.511660099029541},{"id":"https://openalex.org/C2778818304","wikidata":"https://www.wikidata.org/wiki/Q1819478","display_name":"Rehabilitation","level":2,"score":0.490776389837265},{"id":"https://openalex.org/C156321","wikidata":"https://www.wikidata.org/wiki/Q4736045","display_name":"Sensorimotor rhythm","level":4,"score":0.4820424020290375},{"id":"https://openalex.org/C24998067","wikidata":"https://www.wikidata.org/wiki/Q4114622","display_name":"Stimulation","level":2,"score":0.47304409742355347},{"id":"https://openalex.org/C2780645631","wikidata":"https://www.wikidata.org/wiki/Q671554","display_name":"Stroke (engine)","level":2,"score":0.4622030258178711},{"id":"https://openalex.org/C47177892","wikidata":"https://www.wikidata.org/wiki/Q3510101","display_name":"Neurorehabilitation","level":3,"score":0.4611428678035736},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.45408159494400024},{"id":"https://openalex.org/C2778373776","wikidata":"https://www.wikidata.org/wiki/Q18696","display_name":"Motor cortex","level":3,"score":0.4472990334033966},{"id":"https://openalex.org/C2778581513","wikidata":"https://www.wikidata.org/wiki/Q263962","display_name":"Transcranial magnetic stimulation","level":3,"score":0.4414561986923218},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.40972626209259033},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.359480082988739},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.35398632287979126},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tbme.2018.2882075","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2018.2882075","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"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 Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:30452349","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30452349","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":"IEEE transactions on bio-medical engineering","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7200000286102295}],"awards":[{"id":"https://openalex.org/G1942788517","display_name":null,"funder_award_id":"17JC1402700","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G6154971310","display_name":null,"funder_award_id":"51620105002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"},{"id":"https://openalex.org/F4320326249","display_name":"Huashan Hospital","ror":"https://ror.org/05201qm87"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1610928686","https://openalex.org/W1871047159","https://openalex.org/W1890695112","https://openalex.org/W1965988370","https://openalex.org/W1966620545","https://openalex.org/W1971140534","https://openalex.org/W1976257671","https://openalex.org/W1984351743","https://openalex.org/W1991976024","https://openalex.org/W1993663906","https://openalex.org/W2006082701","https://openalex.org/W2011846780","https://openalex.org/W2014054116","https://openalex.org/W2022326834","https://openalex.org/W2031130804","https://openalex.org/W2032332261","https://openalex.org/W2038066593","https://openalex.org/W2038340097","https://openalex.org/W2047624591","https://openalex.org/W2052769030","https://openalex.org/W2055816939","https://openalex.org/W2058081176","https://openalex.org/W2068117910","https://openalex.org/W2071500241","https://openalex.org/W2071831775","https://openalex.org/W2074350698","https://openalex.org/W2075074220","https://openalex.org/W2080757239","https://openalex.org/W2086634665","https://openalex.org/W2088226487","https://openalex.org/W2099509424","https://openalex.org/W2100409538","https://openalex.org/W2106006415","https://openalex.org/W2106132815","https://openalex.org/W2110829580","https://openalex.org/W2112421596","https://openalex.org/W2120768649","https://openalex.org/W2126686521","https://openalex.org/W2133548197","https://openalex.org/W2133561518","https://openalex.org/W2144383914","https://openalex.org/W2150914399","https://openalex.org/W2151669316","https://openalex.org/W2154898926","https://openalex.org/W2164618889","https://openalex.org/W2165177179","https://openalex.org/W2199391040","https://openalex.org/W2229463187","https://openalex.org/W2247648522","https://openalex.org/W2268719463","https://openalex.org/W2288356184","https://openalex.org/W2291774649","https://openalex.org/W2343706406","https://openalex.org/W2561907433","https://openalex.org/W2595329769","https://openalex.org/W2619484096","https://openalex.org/W2769552296","https://openalex.org/W2769705703","https://openalex.org/W2790316274"],"related_works":["https://openalex.org/W2497044512","https://openalex.org/W2098546017","https://openalex.org/W3143834199","https://openalex.org/W2037377756","https://openalex.org/W2103494817","https://openalex.org/W2960617176","https://openalex.org/W2250055409","https://openalex.org/W2418059239","https://openalex.org/W1995152912","https://openalex.org/W2077293880"],"abstract_inverted_index":{"OBJECTIVE:":[0],"BCI":[1,33,113],"decoding":[2,114],"accuracy":[3,141],"plays":[4],"a":[5,84],"crucial":[6],"role":[7],"in":[8,20,100,126,132,142,172],"practical":[9,200],"applications.":[10],"With":[11,175],"accurate":[12],"feedback,":[13],"BCI-based":[14,203],"therapy":[15],"determines":[16],"beneficial":[17],"neural":[18,167],"plasticity":[19],"stroke":[21,44,173,204],"patients.":[22,174],"In":[23],"this":[24],"study,":[25],"we":[26],"aimed":[27],"at":[28],"improving":[29],"sensorimotor":[30,170],"rhythm":[31],"(SMR)-based":[32],"performance":[34],"by":[35],"integrating":[36],"motor":[37,53,64],"tasks":[38],"with":[39,105],"tactile":[40,57,62],"stimulation.":[41],"METHODS:":[42],"Eleven":[43],"patients":[45],"were":[46,121],"recruited":[47],"for":[48],"three":[49],"experimental":[50],"conditions,":[51],"i.e.,":[52],"attempt":[54,65],"(MA)":[55],"condition,":[56,60],"stimulation":[58,69],"(TS)":[59],"and":[61,80,108,118,182],"stimulation-assisted":[63],"(TS-MA)":[66],"condition.":[67],"Tactile":[68],"was":[70,146],"delivered":[71],"to":[72,130,149,197],"the":[73,91,127,133,140,143,150,166,199],"paretic":[74],"hand":[75],"wrist":[76],"during":[77],"both":[78,106],"task":[79,117],"idle":[81,119],"states":[82,120],"using":[83],"DC":[85],"vibrator.":[86],"RESULTS:":[87],"We":[88],"observed":[89],"that":[90,159],"TS-MA":[92,134],"condition":[93,129,135,145],"achieved":[94],"greater":[95],"motor-related":[96],"cortical":[97],"activation":[98],"(MRCA)":[99],"alpha-beta":[101],"band":[102],"when":[103],"compared":[104],"TS":[107,144],"MA":[109,128],"conditions.":[110],"Consequently,":[111],"online":[112],"accuracies":[115],"between":[116],"significantly":[122],"improved":[123],"from":[124,162],"74.5%":[125],"85.1%":[131],"(p":[136],"<":[137],"0.001),":[138],"whereas":[139],"54.6%":[147],"(approaching":[148],"chance":[151],"level":[152],"of":[153,169,202],"50%).":[154],"CONCLUSION:":[155],"This":[156,190],"finding":[157],"demonstrates":[158],"sensory":[160,177],"afferent":[161],"peripheral":[163],"nerves":[164],"benefits":[165],"process":[168],"cortex":[171],"appropriate":[176],"stimulation,":[178],"MRCA":[179],"is":[180],"enhanced":[181],"corresponding":[183],"brain":[184],"patterns":[185],"are":[186],"more":[187],"discriminative.":[188],"SIGNIFICANCE:":[189],"novel":[191],"SMR-BCI":[192],"paradigm":[193],"shows":[194],"great":[195],"promise":[196],"facilitate":[198],"application":[201],"rehabilitation.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}