{"id":"https://openalex.org/W4390188370","doi":"https://doi.org/10.1109/icdl55364.2023.10364379","title":"A Novel Approach to the Analysis of Altered Human Motor Synergistic Structures","display_name":"A Novel Approach to the Analysis of Altered Human Motor Synergistic Structures","publication_year":2023,"publication_date":"2023-11-09","ids":{"openalex":"https://openalex.org/W4390188370","doi":"https://doi.org/10.1109/icdl55364.2023.10364379"},"language":"en","primary_location":{"id":"doi:10.1109/icdl55364.2023.10364379","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icdl55364.2023.10364379","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Development and Learning (ICDL)","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/A5101973728","display_name":"Jingyao Chen","orcid":"https://orcid.org/0000-0002-4865-2118"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]},{"id":"https://openalex.org/I4210162962","display_name":"Beijing Academy of Science and Technology","ror":"https://ror.org/05ct4fn38","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210162962"]}],"countries":["CN","MO"],"is_corresponding":true,"raw_author_name":"Jingyao Chen","raw_affiliation_strings":["Macau University of Science and Technology,Faculty of Innovation Engineering, CASIA-MUST Joint Laboratory of Intelligence Science and Technology,Macao,China,999078","Institute of Analysis and Testing, Beijing Academy of Science and Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Macau University of Science and Technology,Faculty of Innovation Engineering, CASIA-MUST Joint Laboratory of Intelligence Science and Technology,Macao,China,999078","institution_ids":["https://openalex.org/I111950717"]},{"raw_affiliation_string":"Institute of Analysis and Testing, Beijing Academy of Science and Technology, Beijing, China","institution_ids":["https://openalex.org/I4210162962"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100337524","display_name":"Chen Wang","orcid":"https://orcid.org/0000-0001-9796-708X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Wang","raw_affiliation_strings":["Institute of Automation, Chinese Academy of Sciences,State Key Laboratory of Multimodal Artificial Intelligence Systems,Beijing,China,100190"],"affiliations":[{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences,State Key Laboratory of Multimodal Artificial Intelligence Systems,Beijing,China,100190","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011824147","display_name":"Ningcun Xu","orcid":"https://orcid.org/0000-0001-9303-0302"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Ningcun Xu","raw_affiliation_strings":["Macau University of Science and Technology,Faculty of Innovation Engineering, CASIA-MUST Joint Laboratory of Intelligence Science and Technology,Macao,China,999078"],"affiliations":[{"raw_affiliation_string":"Macau University of Science and Technology,Faculty of Innovation Engineering, CASIA-MUST Joint Laboratory of Intelligence Science and Technology,Macao,China,999078","institution_ids":["https://openalex.org/I111950717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109333020","display_name":"Zeng\u2010Guang Hou","orcid":"https://orcid.org/0000-0002-1534-5840"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeng-Guang Hou","raw_affiliation_strings":["Institute of Automation, Chinese Academy of Sciences,State Key Laboratory of Multimodal Artificial Intelligence Systems,Beijing,China,100190","School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences,State Key Laboratory of Multimodal Artificial Intelligence Systems,Beijing,China,100190","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109462399","display_name":"Liang Peng","orcid":"https://orcid.org/0000-0001-6531-7517"},"institutions":[{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Peng","raw_affiliation_strings":["Institute of Automation, Chinese Academy of Sciences,State Key Laboratory of Multimodal Artificial Intelligence Systems,Beijing,China,100190"],"affiliations":[{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences,State Key Laboratory of Multimodal Artificial Intelligence Systems,Beijing,China,100190","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054456595","display_name":"Pingye Deng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162962","display_name":"Beijing Academy of Science and Technology","ror":"https://ror.org/05ct4fn38","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210162962"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pingye Deng","raw_affiliation_strings":["Institute of Analysis and Testing, Beijing Academy of Science and Technology,Beijing,China,100089"],"affiliations":[{"raw_affiliation_string":"Institute of Analysis and Testing, Beijing Academy of Science and Technology,Beijing,China,100089","institution_ids":["https://openalex.org/I4210162962"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100425978","display_name":"Pu Zhang","orcid":"https://orcid.org/0000-0001-6349-013X"},"institutions":[{"id":"https://openalex.org/I2802459333","display_name":"China Rehabilitation Research Center","ror":"https://ror.org/02bpqmq41","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2802459333"]},{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["CN","MO"],"is_corresponding":false,"raw_author_name":"Pu Zhang","raw_affiliation_strings":["Macau University of Science and Technology,Faculty of Innovation Engineering, CASIA-MUST Joint Laboratory of Intelligence Science and Technology,Macao,China,999078","Department of Rehabilitation Evaluation, China Rehabilitation Research Center, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Macau University of Science and Technology,Faculty of Innovation Engineering, CASIA-MUST Joint Laboratory of Intelligence Science and Technology,Macao,China,999078","institution_ids":["https://openalex.org/I111950717"]},{"raw_affiliation_string":"Department of Rehabilitation Evaluation, China Rehabilitation Research Center, Beijing, China","institution_ids":["https://openalex.org/I2802459333"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082502327","display_name":"Chutian Zhang","orcid":"https://orcid.org/0000-0002-6599-8073"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Chutian Zhang","raw_affiliation_strings":["Macau University of Science and Technology,Faculty of Innovation Engineering, CASIA-MUST Joint Laboratory of Intelligence Science and Technology,Macao,China,999078"],"affiliations":[{"raw_affiliation_string":"Macau University of Science and Technology,Faculty of Innovation Engineering, CASIA-MUST Joint Laboratory of Intelligence Science and Technology,Macao,China,999078","institution_ids":["https://openalex.org/I111950717"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101973728"],"corresponding_institution_ids":["https://openalex.org/I111950717","https://openalex.org/I4210162962"],"apc_list":null,"apc_paid":null,"fwci":0.1412,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54559839,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"206","last_page":"213"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.9945999979972839,"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"}},"topics":[{"id":"https://openalex.org/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.9945999979972839,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9883000254631042,"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/T11431","display_name":"Action Observation and Synchronization","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/motor-system","display_name":"Motor system","score":0.5594296455383301},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5337693691253662},{"id":"https://openalex.org/keywords/neurological-rehabilitation","display_name":"Neurological rehabilitation","score":0.5118650794029236},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5105198621749878},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.47701525688171387},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.45819079875946045},{"id":"https://openalex.org/keywords/motor-learning","display_name":"Motor learning","score":0.45514893531799316},{"id":"https://openalex.org/keywords/motor-control","display_name":"Motor control","score":0.44985637068748474},{"id":"https://openalex.org/keywords/rehabilitation","display_name":"Rehabilitation","score":0.4161882698535919},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3279408812522888},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2775596082210541},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2772095799446106}],"concepts":[{"id":"https://openalex.org/C171139928","wikidata":"https://www.wikidata.org/wiki/Q2915553","display_name":"Motor system","level":2,"score":0.5594296455383301},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5337693691253662},{"id":"https://openalex.org/C2910057982","wikidata":"https://www.wikidata.org/wiki/Q1819478","display_name":"Neurological rehabilitation","level":3,"score":0.5118650794029236},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5105198621749878},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.47701525688171387},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.45819079875946045},{"id":"https://openalex.org/C107690735","wikidata":"https://www.wikidata.org/wiki/Q852461","display_name":"Motor learning","level":2,"score":0.45514893531799316},{"id":"https://openalex.org/C137813230","wikidata":"https://www.wikidata.org/wiki/Q2996165","display_name":"Motor control","level":2,"score":0.44985637068748474},{"id":"https://openalex.org/C2778818304","wikidata":"https://www.wikidata.org/wiki/Q1819478","display_name":"Rehabilitation","level":2,"score":0.4161882698535919},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3279408812522888},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2775596082210541},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2772095799446106}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdl55364.2023.10364379","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icdl55364.2023.10364379","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Development and Learning (ICDL)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2610432827","display_name":null,"funder_award_id":"U1913601,U21A20479,62203441","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3051082215","display_name":null,"funder_award_id":"Z170003","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G7260245986","display_name":null,"funder_award_id":"2022YFC3601200","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program 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/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1497431575","https://openalex.org/W2024900513","https://openalex.org/W2071949631","https://openalex.org/W2173616979","https://openalex.org/W2758325231","https://openalex.org/W2792737250","https://openalex.org/W2909622993","https://openalex.org/W2998631630","https://openalex.org/W3010403861","https://openalex.org/W3060183186","https://openalex.org/W3082898328","https://openalex.org/W3197031052","https://openalex.org/W3207032304","https://openalex.org/W3209351631","https://openalex.org/W3216606632","https://openalex.org/W4304689309","https://openalex.org/W4310249078","https://openalex.org/W4311208913","https://openalex.org/W4317384014","https://openalex.org/W4377564715"],"related_works":["https://openalex.org/W2028612696","https://openalex.org/W2014232478","https://openalex.org/W2990392814","https://openalex.org/W2588888849","https://openalex.org/W1576113237","https://openalex.org/W3106381531","https://openalex.org/W2561177598","https://openalex.org/W2752397589","https://openalex.org/W2610717003","https://openalex.org/W2139853734"],"abstract_inverted_index":{"Motor":[0],"synergy":[1,35,64,157,186],"is":[2,67],"considered":[3],"as":[4],"a":[5,177],"motor":[6,34,42,63,85,156,185],"control":[7],"strategy":[8],"deployed":[9],"by":[10,119],"the":[11,41,52,59,62,80,92,114,120,133,152],"central":[12,192],"nervous":[13,193],"system":[14],"(CNS),":[15],"and":[16,25,30,90,103,130,138,163,191],"it":[17],"can":[18],"be":[19,38],"altered":[20,33,83,160],"due":[21],"to":[22,79,180],"ageing,":[23],"disease":[24],"injury.":[26],"A":[27],"timely":[28],"assessment":[29,56],"analysis":[31,81],"of":[32,54,61,82,117,154,184],"patterns":[36,167,183],"will":[37],"helpful":[39],"for":[40,199],"rehabilitation":[43,200],"process.":[44],"However,":[45],"current":[46],"research":[47],"has":[48],"mainly":[49],"focused":[50],"on":[51],"implementation":[53],"automated":[55],"scales.":[57],"While":[58],"mechanism":[60],"structure":[65,108,153],"alteration":[66],"not":[68],"well":[69],"understood":[70],"yet.":[71],"In":[72],"this":[73],"study,":[74],"we":[75],"proposed":[76],"an":[77],"approach":[78],"human":[84,155],"synergistic":[86,107,166],"structures.":[87],"By":[88],"collecting":[89],"preprocessing":[91],"3-dimensional":[93],"motion":[94,118],"data":[95],"from":[96,188],"30":[97],"participants":[98],"(including":[99],"15":[100,104],"stroke":[101],"patients":[102],"healthy":[105],"individuals),":[106],"features":[109],"were":[110,126,142],"extracted.":[111],"We":[112],"obtain":[113],"spatiotemporal":[115],"vectors":[116,125],"nonnegative":[121],"matrix":[122],"factorization.":[123],"These":[124],"clustered":[127],"using":[128],"K-means":[129],"matched":[131],"with":[132,168],"scalar":[134],"product.":[135],"The":[136,147],"similarity":[137],"specificity":[139],"clustering":[140],"pairs":[141],"obtained":[143],"through":[144],"Kuhn-Munkres":[145],"Algorithm.":[146],"above":[148],"results":[149],"revealed":[150],"that":[151],"was":[158],"greatly":[159],"after":[161],"stroke,":[162],"some":[164],"new":[165,178,196],"commonalities":[169],"emerged":[170],"during":[171],"patients'":[172],"movements.":[173],"This":[174],"study":[175],"presents":[176],"method":[179],"identify":[181],"specific":[182],"arising":[187],"disease-altered":[189],"biomechanics":[190],"system,":[194],"providing":[195],"targeted":[197],"protocols":[198],"assessment.":[201]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
