{"id":"https://openalex.org/W4390970512","doi":"https://doi.org/10.1109/biocas58349.2023.10388944","title":"Enhanced pre-movement detection of sitting and standing intention based on movement-related cortical potential","display_name":"Enhanced pre-movement detection of sitting and standing intention based on movement-related cortical potential","publication_year":2023,"publication_date":"2023-10-19","ids":{"openalex":"https://openalex.org/W4390970512","doi":"https://doi.org/10.1109/biocas58349.2023.10388944"},"language":"en","primary_location":{"id":"doi:10.1109/biocas58349.2023.10388944","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/biocas58349.2023.10388944","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Biomedical Circuits and Systems Conference (BioCAS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5100436392","display_name":"Chenyang Li","orcid":"https://orcid.org/0000-0002-7888-0840"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chenyang Li","raw_affiliation_strings":["Zhejiang University,Qiushi Academy for Advanced Studies,Department of Biomedical Engineering,Hangzhou,China","Department of Biomedical Engineering, Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University,Qiushi Academy for Advanced Studies,Department of Biomedical Engineering,Hangzhou,China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051279816","display_name":"Yulong Peng","orcid":"https://orcid.org/0000-0002-3814-6203"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yulong Peng","raw_affiliation_strings":["Zhejiang University,Qiushi Academy for Advanced Studies,Department of Biomedical Engineering,Hangzhou,China","Department of Biomedical Engineering, Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University,Qiushi Academy for Advanced Studies,Department of Biomedical Engineering,Hangzhou,China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009568919","display_name":"Liping Qin","orcid":"https://orcid.org/0000-0002-8647-7795"},"institutions":[{"id":"https://openalex.org/I4210115152","display_name":"Zhejiang Institute of Special Equipment Inspection","ror":"https://ror.org/01jb3sz14","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210115152"]},{"id":"https://openalex.org/I4210153422","display_name":"Hangzhou Special Equipment Inspection and Research Institute","ror":"https://ror.org/04vkyz392","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210153422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liping Qin","raw_affiliation_strings":["Inspection Institute Zhejiang Institute of Medical Device Testing,Active Medical Equipment,Hangzhou,China","Active Medical Equipment, Inspection Institute Zhejiang Institute of Medical Device Testing, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Inspection Institute Zhejiang Institute of Medical Device Testing,Active Medical Equipment,Hangzhou,China","institution_ids":["https://openalex.org/I4210153422","https://openalex.org/I4210115152"]},{"raw_affiliation_string":"Active Medical Equipment, Inspection Institute Zhejiang Institute of Medical Device Testing, Hangzhou, China","institution_ids":["https://openalex.org/I4210115152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030698290","display_name":"Dan Huang","orcid":"https://orcid.org/0000-0001-6213-5662"},"institutions":[{"id":"https://openalex.org/I4210153422","display_name":"Hangzhou Special Equipment Inspection and Research Institute","ror":"https://ror.org/04vkyz392","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210153422"]},{"id":"https://openalex.org/I4210115152","display_name":"Zhejiang Institute of Special Equipment Inspection","ror":"https://ror.org/01jb3sz14","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210115152"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Huang","raw_affiliation_strings":["Inspection Institute Zhejiang Institute of Medical Device Testing,Active Medical Equipment,Hangzhou,China","Active Medical Equipment, Inspection Institute Zhejiang Institute of Medical Device Testing, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Inspection Institute Zhejiang Institute of Medical Device Testing,Active Medical Equipment,Hangzhou,China","institution_ids":["https://openalex.org/I4210153422","https://openalex.org/I4210115152"]},{"raw_affiliation_string":"Active Medical Equipment, Inspection Institute Zhejiang Institute of Medical Device Testing, Hangzhou, China","institution_ids":["https://openalex.org/I4210115152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100357388","display_name":"Weidong Chen","orcid":"https://orcid.org/0000-0003-1259-7660"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weidong Chen","raw_affiliation_strings":["Zhejiang University,Qiushi Academy for Advanced Studies,Department of Biomedical Engineering,Hangzhou,China","Department of Biomedical Engineering, Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University,Qiushi Academy for Advanced Studies,Department of Biomedical Engineering,Hangzhou,China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009996306","display_name":"Shaomin Zhang","orcid":"https://orcid.org/0000-0001-6311-5946"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaomin Zhang","raw_affiliation_strings":["Zhejiang University,Qiushi Academy for Advanced Studies,Department of Biomedical Engineering,Hangzhou,China","Department of Biomedical Engineering, Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University,Qiushi Academy for Advanced Studies,Department of Biomedical Engineering,Hangzhou,China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100436392"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":0.1808,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52942572,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"590","issue":null,"first_page":"1","last_page":"5"},"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":0.9959999918937683,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9948999881744385,"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/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.8292039632797241},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6779214143753052},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6327186226844788},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.6308749914169312},{"id":"https://openalex.org/keywords/neurorehabilitation","display_name":"Neurorehabilitation","score":0.5519468784332275},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5350381731987},{"id":"https://openalex.org/keywords/sitting","display_name":"Sitting","score":0.5251883268356323},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5073952078819275},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5028092861175537},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.48251673579216003},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4743700623512268},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.4711571931838989},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.45296740531921387},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3658674955368042},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.35268235206604004},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.21570047736167908},{"id":"https://openalex.org/keywords/rehabilitation","display_name":"Rehabilitation","score":0.1257779896259308},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11408162117004395},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.08836117386817932}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.8292039632797241},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6779214143753052},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6327186226844788},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.6308749914169312},{"id":"https://openalex.org/C47177892","wikidata":"https://www.wikidata.org/wiki/Q3510101","display_name":"Neurorehabilitation","level":3,"score":0.5519468784332275},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5350381731987},{"id":"https://openalex.org/C2776370487","wikidata":"https://www.wikidata.org/wiki/Q1144593","display_name":"Sitting","level":2,"score":0.5251883268356323},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5073952078819275},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5028092861175537},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.48251673579216003},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4743700623512268},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.4711571931838989},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.45296740531921387},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3658674955368042},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.35268235206604004},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21570047736167908},{"id":"https://openalex.org/C2778818304","wikidata":"https://www.wikidata.org/wiki/Q1819478","display_name":"Rehabilitation","level":2,"score":0.1257779896259308},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11408162117004395},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.08836117386817932},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/biocas58349.2023.10388944","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/biocas58349.2023.10388944","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Biomedical Circuits and Systems Conference (BioCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1969878365","https://openalex.org/W1974832318","https://openalex.org/W2010371409","https://openalex.org/W2035305937","https://openalex.org/W2068184837","https://openalex.org/W2087711998","https://openalex.org/W2104564141","https://openalex.org/W2128909182","https://openalex.org/W2139269942","https://openalex.org/W2155611789","https://openalex.org/W2213896284","https://openalex.org/W2309028480","https://openalex.org/W2325334655","https://openalex.org/W2509948470","https://openalex.org/W2535841181","https://openalex.org/W2803163459","https://openalex.org/W3033993690","https://openalex.org/W3044202552","https://openalex.org/W3168160394","https://openalex.org/W3216671739","https://openalex.org/W4220928401","https://openalex.org/W4283381593","https://openalex.org/W4292283930","https://openalex.org/W4311720168","https://openalex.org/W4367302378","https://openalex.org/W6680508596","https://openalex.org/W6684178041"],"related_works":["https://openalex.org/W4402339700","https://openalex.org/W4221116232","https://openalex.org/W4210875076","https://openalex.org/W2371632969","https://openalex.org/W1921759385","https://openalex.org/W4206626014","https://openalex.org/W1992878039","https://openalex.org/W4226362337","https://openalex.org/W4395675117","https://openalex.org/W1871047159"],"abstract_inverted_index":{"Decoding":[0],"pre-movement":[1,33],"intention":[2],"of":[3,28,45,81,84],"sitting":[4],"and":[5,64,91,102],"standing":[6],"with":[7,48],"high":[8],"accuracy":[9,80,122],"is":[10,25,86],"important":[11],"to":[12,32,124],"build":[13],"short-delay":[14],"lower":[15],"limb":[16],"brain-computer":[17],"interface":[18],"(BCI)":[19],"systems.":[20],"Movement-related":[21],"cortical":[22],"potential":[23],"(MRCP)":[24],"a":[26,38],"type":[27,83],"EEG":[29],"activity":[30],"related":[31],"patterns.":[34],"This":[35,126],"work":[36],"develops":[37],"novel":[39],"approach":[40,127],"by":[41],"using":[42],"spatio-temporal":[43,98],"features":[44,90,99],"MRCP,":[46],"combined":[47,101],"kernel":[49],"partial":[50],"least":[51],"squares":[52],"(KPLS)":[53],"for":[54,88,93,105,137],"feature":[55,85,106],"reduction.":[56],"11":[57],"healthy":[58],"subjects":[59],"participated":[60],"in":[61,75,132],"this":[62],"study":[63],"performed":[65],"cue-based":[66],"sit-to-stand":[67],"or":[68],"stand-to-sit":[69],"transition.":[70],"The":[71],"results":[72],"showed":[73],"that":[74],"three-class":[76],"discrimination,":[77],"the":[78,97,108,120],"mean":[79],"single":[82],"69.6%":[87],"spatial":[89],"69.4%":[92],"temporal":[94],"features.":[95],"When":[96],"were":[100],"used":[103],"PLS":[104],"reduction,":[107],"detector":[109],"achieved":[110],"77.4%":[111],"accuracy.":[112],"Furthermore,":[113],"when":[114],"kernel-based":[115],"method":[116],"KPLS":[117],"was":[118],"applied,":[119],"classification":[121],"raised":[123],"82%.":[125],"could":[128],"potentially":[129],"be":[130],"applied":[131],"developing":[133],"low-latency":[134],"BCI":[135],"systems":[136],"neurorehabilitation.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}